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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2023.1105391</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Association between motor and math skills in preschool children with typical development: Systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Flores</surname><given-names>Pedro</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref><xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Coelho</surname><given-names>Eduarda</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1884612/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Mour&#x00E3;o-Carvalhal</surname><given-names>Maria Isabel</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Forte</surname><given-names>Pedro</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref><xref rid="aff2" ref-type="aff"><sup>2</sup></xref><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/761146/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Sports Department, Higher Institute of Education and Sciences of the Douro</institution>, <addr-line>Penafiel</addr-line>, <country>Portugal</country></aff>
<aff id="aff2"><sup>2</sup><institution>Sports Department, University of Tr&#x00E1;s-os-Montes and Alto Douro</institution>, <addr-line>Vila Real</addr-line>, <country>Portugal</country></aff>
<aff id="aff3"><sup>3</sup><institution>Research Center in Sports, Health and Human Development</institution>, <addr-line>Covilh&#x00E3;</addr-line>, <country>Portugal</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by">
<p>Edited by: Ana Filipa Silva, Instituto Polit&#x00E9;cnico de Viana do Castelo, Portugal</p>
</fn>
<fn id="fn0002" fn-type="edited-by">
<p>Reviewed by: Francisco Tom&#x00E1;s Gonz&#x00E1;lez-Fern&#x00E1;ndez, University of Granada, Spain; Elena Escolano-P&#x00E9;rez, University of Zaragoza, Spain</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Pedro Flores, &#x02709; <email>pedro.flores@iscedouro.pt</email></corresp>
<fn id="fn0003" fn-type="other">
<p>This article was submitted to Movement Science and Sport Psychology, a section of the journal Frontiers in Psychology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1105391</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Flores, Coelho, Mour&#x00E3;o-Carvalhal and Forte.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Flores, Coelho, Mour&#x00E3;o-Carvalhal and Forte</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Mathematics has been the subject in which many school-age children have revealed many difficulties. Research carried out in an attempt to understand the causes of failure in this area pointed to a positive association between mathematical performance and motor performance. Given the importance of math development in future school outcomes, knowing which specific motor components are most associated with math performance can help educators define better strategies for teaching mathematics. In this sense, the present systematic review study aimed to identify the components of motor skills most positively associated with mathematical performance in children with typical development who attend preschool. The PRISMA methodology (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) was used in this study. The databases searched were ERIC, PubMED, SciELO, Scopus and Web of Science. A total of 2,909 articles were identified, of which 18 were included in this systematic review. The main results showed positive associations between fine motor skills, namely fine motor coordination and visuomotor integration, and mathematical performance. The math skill of numerical counting was the most associated with FMS. The main characteristics of the instruments used showed that the tasks of copying figures or drawings are the most used to assess visuomotor integration and the tasks of handling objects with pinch-like movements are the most used to assess fine motor coordination. Given the importance of mathematical performance in future school results, identifying early children with difficulties in fine motor skills will help educators to design better strategies for teaching mathematical skills. In this sense, the need to identify instruments to assess fine motor skills in preschool children with characteristics that facilitate their administration by the educator in the classroom context, i.e., requiring little administration time, not requiring much experience or training, the possibility of being administered to the group/class, few material resources, and the results can be easily interpreted, classified, and associated with mathematical performance.</p>
</abstract>
<kwd-group>
<kwd>children</kwd>
<kwd>preschool</kwd>
<kwd>motor skills</kwd>
<kwd>math skills</kwd>
<kwd>mathematical performance</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="211"/>
<page-count count="23"/>
<word-count count="20703"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>The relationship between motor and cognitive development goes back to Piaget&#x2019;s theory of cognitive development, highlighting the interconnection between individuals and the environment. The process of assimilation and, in particular, accommodation leads to the formation of new and more complex cognitive structures when the child interacts with the environment (<xref ref-type="bibr" rid="ref158">Piaget and Inhelder, 1966</xref>). According to <xref ref-type="bibr" rid="ref201">Wallon (1941)</xref>, children develop through movement, from action to representation, from physical to cognitive. <xref ref-type="bibr" rid="ref157">Pelicier et al. (1996)</xref> stated that motor and psychological functions are the two fundamental elements of human behavior. Initially, they develop together, then they specialize and differentiate, although they remain subject to reciprocal interactions (<xref ref-type="bibr" rid="ref3">Adolph and Franchak, 2017</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>). The idea of &#x201C;<italic>learning to learn</italic>&#x201D; suggests that early learning is motor- system centered with brain systems involved in posture, grip, vision, and motor control, and as the child adapts to changes in cognitive and motor skills, he or she develops simultaneously (<xref ref-type="bibr" rid="ref2">Adolph, 2005</xref>). Today, there is neurophysiological and neuroimaging evidence that the prefrontal cortex, cerebellum and connection structures are co-active in certain cognitive and motor tasks suggesting an interrelationship between motor and cognitive development (<xref ref-type="bibr" rid="ref60">Diamond, 2000</xref>; <xref ref-type="bibr" rid="ref1">Abe and Hanakawa, 2009</xref>).</p>
<p>Cross-sectional research has shown positive associations between motor skills and cognitive and academic assessments (<xref ref-type="bibr" rid="ref113">Kantomaa et al., 2013</xref>; <xref ref-type="bibr" rid="ref125">Lopes et al., 2013</xref>; <xref ref-type="bibr" rid="ref100">Haapala et al., 2014</xref>; <xref ref-type="bibr" rid="ref61">Diamond, 2015</xref>; <xref ref-type="bibr" rid="ref88">Geertsen et al., 2016</xref>). Additionally, longitudinal studies carried out in typically developing populations have found a relationship between motor development and cognitive development throughout the life cycle. Motor skills acquired at a very early age may be related to cognitive skills during childhood (<xref ref-type="bibr" rid="ref138">Michel et al., 2016</xref>), adolescence (<xref ref-type="bibr" rid="ref30">Cantell et al., 2003</xref>), and even adulthood (<xref ref-type="bibr" rid="ref121">Kuh et al., 2006</xref>). Recent studies have highlighted that motor skills influence academic performance in the early years (<xref ref-type="bibr" rid="ref34">Carson et al., 2016</xref>; <xref ref-type="bibr" rid="ref5">Alvarez-Bueno et al., 2017</xref>; <xref ref-type="bibr" rid="ref211">Zeng et al., 2017</xref>; <xref ref-type="bibr" rid="ref128">Macdonald et al., 2018</xref>; <xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>; <xref ref-type="bibr" rid="ref67">Duncan et al., 2019</xref>; <xref ref-type="bibr" rid="ref99">Haapala et al., 2019</xref>; <xref ref-type="bibr" rid="ref131">Malambo et al., 2022</xref>), and are described as one of the criteria for school readiness (<xref ref-type="bibr" rid="ref55">Department for Education, 2020</xref>; <xref ref-type="bibr" rid="ref107">Jones et al., 2021</xref>). For this reason, an assessment of motor skills at an early age can help to identify children who are likely to perform poorly in academic skills in advance (<xref ref-type="bibr" rid="ref170">Roebers et al., 2014</xref>; <xref ref-type="bibr" rid="ref27">Cameron et al., 2016</xref>; <xref ref-type="bibr" rid="ref162">Pitchford et al., 2016</xref>; <xref ref-type="bibr" rid="ref177">Schmidt et al., 2017</xref>; <xref ref-type="bibr" rid="ref95">Goodway et al., 2019</xref>).</p>
<sec id="sec2">
<label>1.1.</label>
<title>Motor skills</title>
<p>The term fundamental motor skill was defined by <xref ref-type="bibr" rid="ref205">Wickstrom (1977)</xref> as a basic motor activity for more advanced and highly specific activities such as running, jumping, and throwing, among others. Currently, the term fundamental motor skill reflects various terminologies that have been used in the literature such as motor proficiency, motor performance, fundamental movement ability, fundamental motor skill, motor skill and motor competence (<xref ref-type="bibr" rid="ref168">Robinson et al., 2015</xref>).</p>
<p>Various terms have been used to describe fundamental motor skills, such as: gross motor skills (<xref ref-type="bibr" rid="ref154">Pang and Fong, 2009</xref>; <xref ref-type="bibr" rid="ref141">Mostafavi et al., 2013</xref>), fundamental motor patterns (<xref ref-type="bibr" rid="ref10">Barnett et al., 2012</xref>), and fundamental movement skills (<xref ref-type="bibr" rid="ref188">Staples and Reid, 2010</xref>; <xref ref-type="bibr" rid="ref11">Barnett et al., 2015</xref>). Similarly, various terminologies have been commonly used to describe fine motor skills, such as: fine motor proficiency, fine motor accuracy, fine motor integration, manual dexterity, or fine motor coordination (<xref ref-type="bibr" rid="ref23">Bruininks and Bruininks, 2005</xref>) or performance motor skills (<xref ref-type="bibr" rid="ref185">Sortwell et al., 2022</xref>).</p>
<p>In view of the numerous terminologies found in the literature, the present systematic review is based on the terminologies used in the reviews published by <xref ref-type="bibr" rid="ref128">Macdonald et al. (2018)</xref>, <xref ref-type="bibr" rid="ref64">Donnelly et al. (2016)</xref> and <xref ref-type="bibr" rid="ref197">van der Fels et al. (2015)</xref>, due to the fact that they present similar objectives. These reviews used the term Motor Skills and the underlying domains as gross motor skills and fine motor skills.</p>
<p>Motor skills (MS) refer to efficient and effective actions resulting from a learning process (<xref ref-type="bibr" rid="ref129">Magill, 1984</xref>). According to movement control and precision, they are divided into two categories, gross motor skills (GMS) and fine motor skills (FMS). These two categories of motor skills are used in research to analyze the relationship between cognitive and motor development (<xref ref-type="bibr" rid="ref98">Grissmer et al., 2010</xref>; <xref ref-type="bibr" rid="ref91">Gentier et al., 2013</xref>; <xref ref-type="bibr" rid="ref164">Raisbeck and Diekfuss, 2015</xref>; <xref ref-type="bibr" rid="ref197">Van der Fels et al., 2015</xref>; <xref ref-type="bibr" rid="ref148">Oberer et al., 2017</xref>; <xref ref-type="bibr" rid="ref128">Macdonald et al., 2018</xref>; <xref ref-type="bibr" rid="ref103">Haywood and Getchell, 2019</xref>).</p>
<p>GMS primarily use movements produced by large muscle groups. They include motor skills that imply movement of the body in space, such as walking, running, jumping, sliding, and postural skills, which refer to the ability to keep a controlled position or posture during a specific task or activity (they can be dynamic or static) and manipulative skills used to control objects in actions such as grabbing, hitting, absorbing, lifting, etc., with hands, feet or using other objects for that purpose (<xref ref-type="bibr" rid="ref196">Ulrich, 2000</xref>; <xref ref-type="bibr" rid="ref98">Grissmer et al., 2010</xref>; <xref ref-type="bibr" rid="ref125">Lopes et al., 2013</xref>; <xref ref-type="bibr" rid="ref49">D&#x2019;Hondt et al., 2014</xref>; <xref ref-type="bibr" rid="ref130">Magistro et al., 2015</xref>; <xref ref-type="bibr" rid="ref171">Rudd et al., 2015</xref>; <xref ref-type="bibr" rid="ref37">Chang and Gu, 2018</xref>; <xref ref-type="bibr" rid="ref103">Haywood and Getchell, 2019</xref>). On the other hand, FMS can be defined as movements produced by small muscle groups that involve activities with great precision, implying two distinct capabilities, motor coordination, and visual integration, as well as the integration of both (<xref ref-type="bibr" rid="ref31">Carlson et al., 2013</xref>). In this context, different types of FMS can be identified depending on the capabilities involved (<xref ref-type="bibr" rid="ref118">Kimmel and Ratliff-Schaub, 2011</xref>; <xref ref-type="bibr" rid="ref31">Carlson et al., 2013</xref>). A type of FMS consists of fine motor coordination (FMC), which refers to movements that involve oculus-manual coordination (eye-hand), manual dexterity, motor sequencing, and speed and precision, such as tracing, touching with fingers, building with Legos/blocks, moving coins from one place to another or inserting them into a slot, etc., which can also be called non-graphomotor skills (<xref ref-type="bibr" rid="ref51">Davis and Matthews, 2010</xref>; <xref ref-type="bibr" rid="ref191">Suggate et al., 2018</xref>).</p>
<p>Another type of FMS consists of visual motor integration or visuomotor integration (VMI) and spatial or visuospatial integration (VSI), which refers to the organization of small muscle movements of the hand and fingers through the processing of visual and spatial stimuli, more based on synchronized hand-eye movements (<xref ref-type="bibr" rid="ref184">Sortor and Kulp, 2003</xref>; <xref ref-type="bibr" rid="ref31">Carlson et al., 2013</xref>; <xref ref-type="bibr" rid="ref84">Fuhs et al., 2014</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>), typically writing, drawing, copying shapes, letters, or other stimuli (<xref ref-type="bibr" rid="ref18">Beery and Buktenica, 1997</xref>; <xref ref-type="bibr" rid="ref98">Grissmer et al., 2010</xref>; <xref ref-type="bibr" rid="ref170">Roebers et al., 2014</xref>; <xref ref-type="bibr" rid="ref148">Oberer et al., 2017</xref>) that can be called graphomotor skills (<xref ref-type="bibr" rid="ref51">Davis and Matthews, 2010</xref>; <xref ref-type="bibr" rid="ref191">Suggate et al., 2018</xref>). <xref rid="fig1" ref-type="fig">Figure 1</xref> summarizes the categories of motor skills.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Summary of motor skills categories (Author&#x2019;s figure).</p>
</caption>
<graphic xlink:href="fpsyg-14-1105391-g001.tif"/>
</fig>
</sec>
<sec id="sec3">
<label>1.2.</label>
<title>Mathematical performance</title>
<p>The performance of academic skills preferentially values two curricular areas, literacy and mathematics performance (<xref ref-type="bibr" rid="ref73">Fernandes et al., 2016</xref>; <xref ref-type="bibr" rid="ref165">Ribner et al., 2017</xref>). These two areas are considered prerequisites for performance in other subjects and, consequently, for academic success (<xref ref-type="bibr" rid="ref150">Organization for Economic Cooperation and Development (OECD), 2016</xref>). However, mathematics plays an important role in the school curriculum and its development. In a modern, technological society, it is seen as a fundamental cognitive attribute, where successful early learning provides not only a framework for later learning (<xref ref-type="bibr" rid="ref66">Duncan et al., 2007</xref>) but is also an indicator of future academic and professional success (<xref ref-type="bibr" rid="ref155">Parsons and Bynner, 2005</xref>).</p>
<p>Mathematics is learned by children before school through numbers and quantities (<xref ref-type="bibr" rid="ref21">Blair, 2002</xref>; <xref ref-type="bibr" rid="ref137">McWayne et al., 2004</xref>) and the informal knowledge they acquire is often referred to as &#x201C;basic numerical skills,&#x201D; being a precondition for mathematical reasoning (<xref ref-type="bibr" rid="ref92">Gersten et al., 2005</xref>; <xref ref-type="bibr" rid="ref109">Jordan et al., 2006</xref>). Studies have shown that math skills in preschool education predict performance in reading, math, and science through grade 8 (children between 13 and 14&#x2009;years old; <xref ref-type="bibr" rid="ref39">Claesens and Engel, 2013</xref>).</p>
<p>The math skills children acquire in preschool education are important for developing a conceptual understanding of mathematics (<xref ref-type="bibr" rid="ref110">Jordan et al., 2009</xref>; <xref ref-type="bibr" rid="ref179">Siegler et al., 2012</xref>), as well as confidence in the ability to engage in activities that support analytical thinking, problem solving and reasoning and argumentation skills (<xref ref-type="bibr" rid="ref42">Clements et al., 2004</xref>). However, teaching mathematics in preschool education must be related to children&#x2019;s day-to-day interests, such as playing or exploring everyday situations (<xref ref-type="bibr" rid="ref181">Silva et al., 2016</xref>).</p>
<p>It is recognized that pre-school children enjoy activities that develop their math skills (<xref ref-type="bibr" rid="ref94">Ginsburg et al., 2006</xref>). However, most early childhood educators typically place greater emphasis on children&#x2019;s social&#x2013;emotional and literacy development and less attention to mathematics (<xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref>). Many early childhood educators avoid teaching mathematics because of their own negative experiences with it (<xref ref-type="bibr" rid="ref94">Ginsburg et al., 2006</xref>; <xref ref-type="bibr" rid="ref41">Clements and Sarama, 2007</xref>).</p>
<p>Fundamental learning for the development of mathematical competences in preschool education consists of two main areas: Numbers (1) and Geometry and Measurement (2). Each of these areas consists of different skills. The area of numbers is subdivided into the core of numbers (counting, cardinality, and identification of numbers), operations (addition and subtraction) and relations (comparing). Regarding the area of geometry and measurement, geometry consists of shapes and space, and measurements of length, area, and volume (<xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref>; <xref rid="fig2" ref-type="fig">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Summary of fundamental areas of mathematics learning in preschool education according to the <xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref> (Author&#x2019;s figure).</p>
</caption>
<graphic xlink:href="fpsyg-14-1105391-g002.tif"/>
</fig>
<p>Numbers are abstractions that apply to a wide range of real and imaginary situations. These do not exist in isolation, but constitute a system of relations and operations by which they can be compared, added, subtracted, multiplied, and divided. These relationships apply to a wide variety of problems (<xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref>). On the other hand, geometry and measurement provide systems for describing, representing, and understanding the world. Geometry is the study of shapes and spaces (two-dimensional-2-D and three-dimensional &#x2013; 3-D). Measurement is about determining the size of object shapes (<xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref>). In this sense, preschool children need to learn the following math skills (<xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref>):</p>
<p><bold>Core of numbers</bold> (<italic>cardinality, counting, and identification</italic>);</p>
<p><italic>Cardinality &#x2013;</italic> Children learn the concept of cardinality when they understand that adding an object means counting to the next number (<xref ref-type="bibr" rid="ref176">Sarnecka and Carey, 2008</xref>).</p>
<p><italic>Counting &#x2013;</italic> Counting means listing the count numbers in order, usually starting at 1. It is a way of making a 1 to 1 correspondence between each object (<xref ref-type="bibr" rid="ref210">Wynn, 1992</xref>).</p>
<p><italic>Number Identification &#x2013;</italic> It is the ability to associate a written number (e.g., 5) with a verbal word (e.g., five; <xref ref-type="bibr" rid="ref110">Jordan et al., 2009</xref>).</p>
<p><bold>Relationships</bold> (<italic>comparing</italic>);</p>
<p>Higher Institute of Education and Sciences of the Douro, Sports Department, Penafiel, Portugal, Penafiel, Portugal.</p>
<p><italic>Comparing</italic> &#x2013; represents the comparison of quantities of groups of objects using words such as &#x201C;more/bigger,&#x201D; &#x201C;less/smaller&#x201D; and &#x201C;equal.&#x201D; A basic way to compare two quantities of objects is by direct correspondence. If a child has a noticeably larger set of black beads compared to a set of white beads, the child identifies which group has the larger amount of beads. Thus, these skills can be developed separately from other basic math skills, such as counting and cardinality and number identification, because it is not necessary to know the exact number of objects in each group to successfully compare two groups (<xref ref-type="bibr" rid="ref195">Traverso et al., 2021</xref>).</p>
<p><bold>Operations</bold> (<italic>addition and subtraction</italic>);</p>
<p><italic>Addition and subtraction &#x2013;</italic> refer to basic arithmetic skills such as adding and subtracting and are used to relate quantities. Children are only prepared to develop these skills when they understand the concepts of cardinality and counting. These skills prepare children to develop more complex arithmetic skills such as multiplication and division (<xref ref-type="bibr" rid="ref14">Barth et al., 2008</xref>; <xref ref-type="bibr" rid="ref29">Canobi and Bethune, 2008</xref>).</p>
<p><bold>Geometry</bold> (<italic>shapes and space</italic>).</p>
<p><italic>Shapes &#x2013;</italic> Shape is the basic way children learn to name objects (<xref ref-type="bibr" rid="ref108">Jones and Smith, 2002</xref>). Children have an innate and implicit ability to recognize and match shapes (<xref ref-type="bibr" rid="ref7">Anderson, 2000</xref>).</p>
<p><italic>Space &#x2013;</italic> Space includes two main skills: spatial orientation and spatial visualization of images. Spatial orientation involves knowing where you are and how to move around in the world (<xref ref-type="bibr" rid="ref90">Gelman and Williams, 1997</xref>). Children learn words such as &#x201C;beside&#x201D; and &#x201C;between.&#x201D; Later, they learn words referring to frames of reference, such as &#x201C;in front of,&#x201D; &#x201C;behind.&#x201D; The words &#x201C;left&#x201D; and &#x201C;right&#x201D; are learned much later, and are a source of confusion for several years (<xref ref-type="bibr" rid="ref96">Gopnik and Meltzoff, 1986</xref>). In these early years, children can also learn to analyze a route through a space (<xref ref-type="bibr" rid="ref202">Wang and Spelke, 2002</xref>). Spatial visualization of images is about understanding and performing imagined movements of 2-D and 3-D objects. This requires being able to create a mental image and manipulate it through a close relationship between these two cognitive abilities. Spatial visualization of images has been positively associated with the construction and composition of shapes (<xref ref-type="bibr" rid="ref175">Sarama et al., 1996</xref>).</p>
<p><bold>Measurement</bold> (<italic>length, area, and volume</italic>).</p>
<p><italic>Length Measurement &#x2013;</italic> quantifies the distance between points in object or space.</p>
<p><italic>Area Measurement &#x2013;</italic> is a quantity of 2-D surface area that is contained within a boundary.</p>
<p><italic>Volume Measurement &#x2013;</italic> volume introduces even more complexity by the addition of a third dimension (3-D), presenting a significant challenge to students&#x2019; spatial structuring (<xref ref-type="bibr" rid="ref47">Curry and Outhred, 2005</xref>).</p>
<p>One way to more formally assess children&#x2019;s understanding of measurements is through comparison tasks (<xref ref-type="bibr" rid="ref142">Mullet and Paques, 1991</xref>).</p>
</sec>
<sec id="sec4">
<label>1.3.</label>
<title>Relationship between motor and math skills</title>
<p>The literature has pointed out a positive association between mathematics and motor skills (<xref ref-type="bibr" rid="ref128">Macdonald et al., 2018</xref>) and, according to the theory of &#x201C;<italic>Embodied Cognition</italic>&#x201D; (Embedded Cognition), cognition emerges from the &#x201C;<italic>coupling</italic>&#x201D; (embodied relationship) of the individual with the physical and social context as a result of sensorimotor activity (<xref ref-type="bibr" rid="ref182">Smith, 2005</xref>). According to this paradigm, body movement causes changes in neural networks, stimulating significant gains in cognition. Within this paradigm, several investigations have highlighted the importance of movement in cognition, particularly in the performance of math skills such as abstract cognitive representations in general, and in the improvement of basic numerical representations in particular (<xref ref-type="bibr" rid="ref123">Link et al., 2013</xref>). As proposed by <xref ref-type="bibr" rid="ref76">Fischer et al. (2018)</xref>, numbers are embodied concepts and not abstractions dissociated from sensory experiences. In addition, the theory assumes that certain cognitive and motor areas of the brain are activated simultaneously when solving mathematical problems (<xref ref-type="bibr" rid="ref75">Fischer and Brugger, 2011</xref>).</p>
<p>Much research has been produced in an attempt to demonstrate the association between MH and cognition, but few have considered different categories of motor skills (gross/fine) and different categories of cognitive skills (executive functions/academic success in reading and mathematics; <xref ref-type="bibr" rid="ref148">Oberer et al., 2017</xref>). Depending on the different categories of variables studied, the results differ and it is not possible to reach conclusive data (<xref ref-type="bibr" rid="ref130">Magistro et al., 2015</xref>; <xref ref-type="bibr" rid="ref198">Veldman et al., 2019</xref>). Furthermore, each study analyzed different motor skills and academics, performed them in different ways, or evaluated populations with different characteristics. All these aspects contribute to a disparity of results in this area (<xref ref-type="bibr" rid="ref130">Magistro et al., 2015</xref>; <xref ref-type="bibr" rid="ref198">Veldman et al., 2019</xref>). It is, therefore, a complex area of study that does not allow consensual conclusions (<xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>). In this sense, it is considered necessary to study the associations between the different categories of specific motor skills and academic skills, in order to contribute to the success of children&#x2019;s learning.</p>
</sec>
<sec id="sec5">
<label>1.4.</label>
<title>Relevance of the study</title>
<p>The subject of mathematics was selected for this study for the following reasons: first, because it is a &#x201C;universal language&#x201D; (across all countries); second, because it is the subject in which many school-age children have difficulties in learning, a problem with incidence ranging from 3% to 7% (<xref ref-type="bibr" rid="ref178">Shalev et al., 2005</xref>; <xref ref-type="bibr" rid="ref193">Swanson et al., 2009</xref>; <xref ref-type="bibr" rid="ref59">Devine et al., 2013</xref>, <xref ref-type="bibr" rid="ref58">2018</xref>). These difficulties occur more than expected (<xref ref-type="bibr" rid="ref119">Koponen et al., 2018</xref>; <xref ref-type="bibr" rid="ref206">Willcutt et al., 2019</xref>) and are already observed at preschool age (<xref ref-type="bibr" rid="ref57">Desoete et al., 2012</xref>; <xref ref-type="bibr" rid="ref58">Devine et al., 2018</xref>); third, in light of the priority for children to develop basic numeracy skills upon entry to grade 1 (<xref ref-type="bibr" rid="ref166">Rimm-Kaufman et al., 2000</xref>; <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>); fourth, it is a strong predictor of future academic success (<xref ref-type="bibr" rid="ref155">Parsons and Bynner, 2005</xref>; <xref ref-type="bibr" rid="ref32">Carr and Alexeev, 2011</xref>; <xref ref-type="bibr" rid="ref83">Fuchs et al., 2016</xref>).</p>
<p>Considering the importance of mathematics in future school results, knowing which motor skills can contribute to improving mathematical performance will help educators to select and program more appropriate strategies for teaching and learning math skills.</p>
<p>In this sense, the present systematic review study aims to identify in children with typical development who attend preschool education, the different categories of motor skills that are associated with math skills and the instruments used in investigations carried out with this objective.</p>
<p>It was hypothesized that motor skills positively influence mathematical performance.</p>
</sec>
</sec>
<sec id="sec6" sec-type="materials|methods">
<label>2.</label>
<title>Materials and methods</title>
<sec id="sec7">
<label>2.1.</label>
<title>Identification of studies</title>
<p>A search was carried out in electronic databases, by two reviewers (PF, PF), according to the PRISMA protocol (<italic>Preferred Reporting Items for Systematic Reviews and Meta-Analyses</italic>) to identify relevant studies (<xref ref-type="bibr" rid="ref139">Moher et al., 2009</xref>). The databases searched were ERIC, PubMED, SciELO, Scopus, and Web of Science. The research was conducted on January 15, 2022 and the period was restricted to the last 10&#x2009;years. The research made no restrictions regarding language. Although the last 5 or 10&#x2009;years may be well-defined periods for research (<xref ref-type="bibr" rid="ref172">Sampaio and Mancini, 2007</xref>; <xref ref-type="bibr" rid="ref63">Donato and Donato, 2019</xref>), they may not, however, be the most appropriate. Thus, we conducted a search in the databases used in this study on systematic reviews published on the subject under study and found that the vast majority were published from 2012 onwards. Thus, the last 10&#x2009;years were chosen instead of the last 5&#x2009;years. EndNote was the program used to manage bibliographic references. Keywords were used to identify the relevant literature according to the objective of the study. The research was performed according to the abstract of the articles and the phrase used to detect them in all databases was: ((motor AND (motor AND (proficiency OR competency OR skill&#x002A; OR development OR ability OR performance OR gross OR fine)) AND (&#x201C;academic performance&#x201D; OR &#x201C;academic achievement&#x201D; OR &#x201C;academic grids&#x201D; OR math&#x002A; OR numeracy) AND (child&#x002A; OR preschool&#x002A;)).</p>
</sec>
<sec id="sec8">
<label>2.2.</label>
<title>Selection of studies</title>
<p>After removing duplicates, the titles and abstracts of the remaining studies were read, by two reviewers independently (PF, PF), and selected with reference to the predefined inclusion and exclusion criteria to assess their potential eligibility for this systematic review. Studies in which the abstract clearly indicated that they would be ineligible for inclusion were immediately eliminated, however, those in which there was some doubt as to their eligibility were kept.</p>
<p>Subsequently, the full texts of these articles were obtained to assess eligibility for inclusion in this review by the two reviewers (PF, PF) and in case of doubt the studies were reevaluated together, following inclusion and exclusion criteria. This research followed the PICOS criteria (population, intervention, comparison, outcome, study; <xref ref-type="bibr" rid="ref139">Moher et al., 2009</xref>): P, preschool children with typical development; intervention, motor skills diagnosis; C, relationship between motor skills and mathematics; O, evidence of the influence of motor skills on mathematical performance; S, cross-sectional or longitudinal studies, with or without intervention, in any language and in any publication format (articles and or papers).</p>
<list list-type="alpha-lower">
<list-item>
<p>Inclusion criteria:</p>
<list list-type="order">
<list-item>
<p>The study population should include typically developing children attending preschool education, between the ages of 2.5 and 7&#x2009;years. Atypical development is defined as the development of children who exhibit early delays, deviations, or disabilities below the desired development for the same age group (<xref ref-type="bibr" rid="ref106">Jones et al., 2014</xref>; <xref ref-type="bibr" rid="ref50">D&#x2019;Souza and Karmiloff-Smith, 2017</xref>; <xref ref-type="bibr" rid="ref105">Johnson et al., 2021</xref>).</p>
</list-item>
<list-item>
<p>Studies should include an association between mathematical performance and at least one specific component of motor skills (GMS and FMS; <xref ref-type="bibr" rid="ref98">Grissmer et al., 2010</xref>; <xref ref-type="bibr" rid="ref91">Gentier et al., 2013</xref>; <xref ref-type="bibr" rid="ref164">Raisbeck and Diekfuss, 2015</xref>; <xref ref-type="bibr" rid="ref197">Van der Fels et al., 2015</xref>; <xref ref-type="bibr" rid="ref148">Oberer et al., 2017</xref>; <xref ref-type="bibr" rid="ref103">Haywood and Getchell, 2019</xref>);</p>
</list-item>
<list-item>
<p>The studies should be primary observational studies (longitudinal and transversal);</p>
</list-item>
<list-item>
<p>Objective measures should be used to assess the specific components of motor skills and mathematics;</p>
</list-item>
<list-item>
<p>Appropriate statistical analyses to report associations should include correlations.</p>
</list-item>
</list></list-item>
<list-item>
<p>Exclusion criteria:</p>
<list list-type="order">
<list-item>
<p>Studies with populations of children diagnosed with mental illness, neurological disorders (learning difficulties, motor coordination disorder, attention deficit hyperactivity disorder, autism spectrum, and cerebral palsy), and premature children. Studies with premature children who did not develop cerebral palsy were excluded, because among the most frequent problems are those associated with GMS and FMS (<xref ref-type="bibr" rid="ref53">de Kieviet et al., 2009</xref>; <xref ref-type="bibr" rid="ref207">Williams et al., 2010</xref>), in which they have been shown to be a negative influence on their academic performance (<xref ref-type="bibr" rid="ref136">McHale and Cermak, 1992</xref>; <xref ref-type="bibr" rid="ref72">Feder et al., 2005</xref>; <xref ref-type="bibr" rid="ref71">Feder and Majnemer, 2007</xref>; <xref ref-type="bibr" rid="ref69">Edwards et al., 2011</xref>).</p>
</list-item>
<list-item>
<p>Secondary studies (non-systematic and systematic reviews, with or without meta-analysis);</p>
</list-item>
<list-item>
<p>Studies that did not show associations between math skills and at least one specific component of motor skills (<xref ref-type="bibr" rid="ref23">Bruininks and Bruininks, 2005</xref>; <xref ref-type="bibr" rid="ref31">Carlson et al., 2013</xref>);</p>
</list-item>
<list-item>
<p>Studies that did not present the results aim to assess the specific components of motor skills and mathematics;</p>
</list-item>
<list-item>
<p>Studies that did not include in statistical analyses the correlations between at least one specific component of motor skills and mathematics.</p>
</list-item>
</list></list-item></list>
<p>After reading the articles in full, some were excluded because they did not meet all the inclusion criteria. Eligible studies were kept and included for methodological and subsequent quality assessment, data extraction, discussion, and conclusions.</p>
<p>An additional search was conducted in the references of the articles included in the review in order to add relevant articles. After the search, no referenced articles met all the criteria for inclusion in this review.</p>
</sec>
<sec id="sec9">
<label>2.3.</label>
<title>Critical assessment of methodological quality</title>
<p>The methodological quality of the studies was assessed by two independent reviewers (EC and IM). In case of disagreement, the studies were jointly reassessed until a consensus was reached regarding the final score.</p>
<p>The Methodological Quality Checklist for studies based on Observational Methodology (MQCOM), intended for studies using observational methodology, was used to assess the methodological quality of the studies. This instrument was firstly designed by <xref ref-type="bibr" rid="ref01">Chac&#x00F3;n-Moscoso et al. (2018)</xref> that determined the primary criteria/dimensions to take into account when reporting research using observational methods and developed a list of metrics to quantify them (<xref ref-type="bibr" rid="ref8">Anguera and Hern&#x00E1;ndez-Mendo, 2015</xref>; <xref ref-type="bibr" rid="ref163">Portell et al., 2015</xref>; <xref ref-type="bibr" rid="ref36">Chac&#x00F3;n-Moscoso et al., 2016</xref>). Recently this instrument was reduced to 16 questions (<xref ref-type="bibr" rid="ref35">Chac&#x00F3;n-Moscoso et al., 2019</xref>), allowing to identify the main methodological quality items needed to conduct studies based on observational methodology and offer the results as a useful tool for authors conducting studies and reviewers making publication decisions.</p>
<p>The MQCOM is composed of 16 items divided into 11 criteria/dimensions: Criterion 1 &#x2013; Delimitation of objectives is composed of 3 items (Item 1. Reference to observational methodology, specifying whether observation is direct or indirect; Item 2. Delimitation of study objectives; Item 3. Theoretical framework referenced). Criterion/dimension 2 &#x2013; Observational design, consists of 3 items [Item 4. Observation unit criteria (idiographic: study units are formed by one or more participants if there is a stable link between them; nomothetic: two or more study units); Item 5. Temporal criteria (punctual: one or two observation sessions; follow-up: more than two observation sessions); Item 6. Dimensionality criteria (one-dimensional: one level of response; multidimensional: two or more levels of response)]; Criterion/dimension 3 &#x2013; Participants/observation units, consists of 1 item [Item 7. Clear specification of inclusion and exclusion criteria for observation units (reasons why some units were chosen in the study and others were not)]. Criterion/dimension 4 &#x2013; Observation instruments, consists of 2 items [Item 8. Adequacy of the observation instrument (combination of field format with category system, field format, category system, or scale of estimation); Item 9. Codification manual with definition of the categories/behaviors and specification of dimensions (in multidimensional designs)]; Criterion/dimension 5 &#x2013; Software use, consists of 1 item [Item 10. Software used to register data (SDIS-GSEQ v. 4.2.1./GSEQ 5, LINCE, MATCH VISION STUDIO, Transana, other: specify), control data quality (SDIS-GSEQ v. 4.2.1./GSEQ 5, LINCE, HOISAN, GT, SAS, other: specify)], and analyze data (SDIS-GSEQ, HOISAN, THEME v. 6, R, SAS, other: specify); Criterion/dimension 6 &#x2013; Data, consists of 1 item [Item 11. Specification of data type as sequential/concurrent (sequential data: behaviors that cannot overlap and belong to a single dimension; concurrent data: behaviors that can co-occur and belong to several dimensions) and event-based/time-based (event-based: the primary parameter used in the record is order of events; time-based: the primary parameter is duration)]; Criterion/dimension 7 &#x2013; Specification of parameters, consists of 1 item (Item 12. Type of parameters according to given use); Criterion/dimension 8 &#x2013; Observational sampling, consists of 1 item (Item 13. Delimitation of sessions: clear establishment of criteria (temporal, behavioral, or mixed) for the beginning and the end of sessions within the observation period and of criteria for acceptance of sessions: between-sessions constancy, within-sessions constancy, or temporary disruptions); O Criterion/dimension 9 &#x2013; Data quality control, consists of 1 item [Item 14. Between-observer reliability (agreement between the records of different observers)/within-observer reliability (agreement between the records of the same observer at two time points)]; Criterion/dimension 10 &#x2013; Data analysis, consists of 1 item (Item 15. Type of data analysis performed); Criterion/dimension 11 &#x2013; Interpretation of results, consists of 1 item (Item 16. In the discussion section).</p>
<p>According to <xref ref-type="bibr" rid="ref35">Chac&#x00F3;n-Moscoso et al. (2019)</xref> items are rated between zero and one. The value zero represents, does not comply; The value one represents, meets the criteria; The value 0.5 represents, partially complies. Items 3 and 15 are exceptions, as they still have different intermediate quotations between zero and one (0, 0.33, 0.67, and 1). Item 11 has a rating of nine, not applicable. The minimum value of the MQCOM is zero points and the maximum is 16 points (<xref ref-type="bibr" rid="ref35">Chac&#x00F3;n-Moscoso et al., 2019</xref>).</p>
</sec>
<sec id="sec10">
<label>2.4.</label>
<title>Data extraction</title>
<p>Data were independently extracted by two reviewers (PF, PF) and cross-checked, and controversial issues were discussed based on the original text to determine the final outcome. The extracted information included study characteristics: author, year, type of study and country where the study was carried out; main characteristics of the sample (number, sex and age); aim of the study, main results and conclusions; specific components of motor skills associated with different mathematical competences; instruments used to assess motor skills and mathematical competences.</p>
<p>Considering the methodological heterogeneity among the studies and instruments for the collection of data related to motor skills and mathematics and quality of the studies, it was not possible to carry out a meta-analysis.</p>
</sec>
</sec>
<sec id="sec11" sec-type="results">
<label>3.</label>
<title>Results</title>
<sec id="sec12">
<label>3.1.</label>
<title>Included studies</title>
<p>The total search result in the databases produced 2,909 studies (PubMed: <italic>n</italic>&#x2009;=&#x2009;860; Scopus: <italic>n</italic>&#x2009;=&#x2009;1,004; Web of Science: <italic>n</italic>&#x2009;=&#x2009;778; SciELO: <italic>n</italic>&#x2009;=&#x2009;35; ERIC: <italic>n</italic>&#x2009;=&#x2009;232), of which 965 were automatically excluded because they were duplicates and, after reading the title and abstract, 1,776 studies were excluded, thus resulting in a total of 168 studies potentially suitable studies. After reading these studies in full, 150 were excluded because they did not meet all inclusion criteria and, so, only 18 were included. After selecting the studies included for the review, a manual search of their bibliographic references was performed, from which no study was obtained, either because they did not meet all the eligibility criteria or because they were already included in the selection. The flowchart according to PRISMA methodology is shown in <xref rid="fig3" ref-type="fig">Figure 3</xref>.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Flowchart of research processes for the inclusion of studies (PRISMA).</p>
</caption>
<graphic xlink:href="fpsyg-14-1105391-g003.tif"/>
</fig>
<p>Of the 18 studies included in this review, the following procedures were performed: Methodological quality assessment (3.2); Analysis of the main characteristics of the studies (3.3); Association between motor skills and the performance of mathematical competences (3.3); Identification of the instruments used in the studies to assess motor skills and mathematical performance (3.4).</p>
</sec>
<sec id="sec13">
<label>3.2.</label>
<title>Methodological quality assessment</title>
<p>With regard to the studies&#x2019; rating, observed through MQCOM, on a scale from 0 to 16 points, the studies with the lowest rating obtained 12 points (<xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>, <xref ref-type="bibr" rid="ref77">2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) and the highest rating was obtained by the study of <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al. (2020)</xref> (<xref rid="tab1" ref-type="table">Table 1</xref>). Regarding the methodological characteristics, all 18 studies make reference to the methodology used (item 1), use observation units with criteria (item 4), fit the observation instruments to the study (item 8), the data and parameters are specified in the study (items 11 and 12), and all studies indicate having performed some inferential analysis to analyze the data. It is noteworthy that all studies perform a good interpretation of the results in the discussion section (item 16), except for the studies of <xref ref-type="bibr" rid="ref22">Brock et al. (2018)</xref> and <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al. (2017)</xref> which partially met this criterion. Among all the studies, only one does not partially meet the theoretical framework (item 4) nor does it specify the coding manual with definition of the categories/behaviors and specification of the dimensions (<xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>). The major limitation of the studies was the non-use of software for data collection, since only the study by <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al. (2020)</xref> met this criterion and the study by <xref ref-type="bibr" rid="ref40">Clark et al. (2021)</xref> partially met it. Probably the design of the studies did not require the use of specific software for data collection, analysis, and interpretation.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Methodological characteristics observed using the Methodological Quality Checklist for studies based on Observational Methodology (MQCOM).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Author and year</th>
<th align="center" valign="top" colspan="16">Item</th>
<th align="center" valign="top" rowspan="2">Total</th>
</tr>
<tr>
<th align="center" valign="top">Reference to observational methodology</th>
<th align="center" valign="top">Delimitation of study objectives</th>
<th align="center" valign="top">Theoretical framework referenced</th>
<th align="center" valign="top">Observation unit criteria</th>
<th align="center" valign="top">Temporal criteria</th>
<th align="center" valign="top">Dimensionality criteria</th>
<th align="center" valign="top">Inclusion/exclusion criteria</th>
<th align="center" valign="top">Adequacy of the observation instrument</th>
<th align="center" valign="top">Coding manual</th>
<th align="center" valign="top">Software usage</th>
<th align="center" valign="top">Data type specification</th>
<th align="center" valign="top">Parameters specification</th>
<th align="center" valign="top">Session delimitation</th>
<th align="center" valign="top">Inter-observer reliability</th>
<th align="center" valign="top">Type of data analysis</th>
<th align="center" valign="top">Interpretation of results in the discussion</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref40">Clark et al. (2021)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">12</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref115">Khng and Ng (2021)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">13</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al. (2020)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">16</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref77">Fischer et al. (2020)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">12</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref97">Greenburg et al. (2020)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref28">Cameron et al. (2019)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">14.5</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref54">de Waal (2019)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">14</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref145">Nesbitt et al. (2019)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref22">Brock et al. (2018)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">12.5</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref68">Duran et al. (2018)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref76">Fischer et al. (2018)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">12</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref116">Kim et al. (2018)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">14.5</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref132">Manfra et al. (2017)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref152">Osorio-Valencia et al. (2017)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0.67</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">12.17</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref192">Suggate et al. (2017)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">12</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref15">Becker et al. (2014)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">12.5</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref199">Verdine et al. (2014)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">13.5</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref62">Dinehart and Manfra (2013)</xref>
</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top">Total</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">15.5</td>
<td align="center" valign="top">17.7</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">12.5</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">17.5</td>
<td align="center" valign="top">1.5</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">18</td>
<td align="center" valign="top">17</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>1&#x2009;=&#x2009;meets the criteria; 0.5&#x2009;=&#x2009;partially complies; 0&#x2009;=&#x2009;does not comply.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<label>3.3.</label>
<title>Characteristics of studies</title>
<p>The 18 studies included in this review were observational studies, 11 (61%) longitudinal and 7 (39%) transversals, which identified associations between motor skills and mathematical performance, using validated and reliable instruments for this purpose, in typically-developed children of both sexes, who attended preschool education. Regarding their country of origin, the majority of studies, 10 (56%), were conducted in the United States (<xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>), followed by three from Germany (17%; <xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>, <xref ref-type="bibr" rid="ref77">2020</xref>). The remaining five studies were carried out in different countries, namely Singapore (<xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>), Spain (<xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>), South Africa (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>), Mexico (<xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>), and Northeast Pacific (<xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref rid="tab2" ref-type="table">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Characteristics of studies that investigated the relationship between motor skills and mathematic performance in children who attended the preschool education with typical development.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author country type of study</th>
<th align="center" valign="top"><italic>N</italic></th>
<th align="left" valign="top">Sex</th>
<th align="left" valign="top">Age in years (mean)</th>
<th align="left" valign="top">Aim of the study</th>
<th align="left" valign="top">Study results and conclusions</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref40">Clark et al. (2021)</xref> United States Transverse</td>
<td align="center" valign="top">33</td>
<td align="left" valign="top">D</td>
<td align="left" valign="top">4&#x2013;5 (4.66)</td>
<td align="left" valign="top">To investigate the association between fractional tasks and performance in fine motor skills and the use of gesture while counting</td>
<td align="left" valign="top">Performance in the<bold>FMC</bold> significantly predicts fractional reasoning tasks (<italic>R2</italic>&#x2009;=&#x2009;0.258; <italic>p</italic>&#x2009;=&#x2009;0.003)</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref115">Khng and Ng (2021)</xref> Singapore Transverse</td>
<td align="center" valign="top">1.248</td>
<td align="left" valign="top">M<break/>614<break/>F<break/>631</td>
<td align="left" valign="top">(4.78)</td>
<td align="left" valign="top">Examines the interaction between FMS and executive function in the simultaneous prediction of mathematics, reading and spelling in early kindergarten</td>
<td align="left" valign="top"><bold>VMI</bold> significantly predicted math performance (<italic>r</italic>&#x2009;=&#x2009;0.637; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01). Identifying VMI difficulties early in kindergarten may be important for diagnosing learning difficulties in mathematics</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al. (2020)</xref> Spain Longitudinal (1&#x2009;year)</td>
<td align="center" valign="top">38</td>
<td align="left" valign="top">M<break/>12<break/>F<break/>16</td>
<td align="left" valign="top">5&#x2013;6 (5.72)</td>
<td align="left" valign="top">Assess in the last year of preschool the specific components of GMS and FMS and 1&#x2009;year later and link to academic skills (literacy and math)</td>
<td align="left" valign="top">Of all the specific motor skills (GMS and FMS), only<bold>VMI</bold> predicts later math performance (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.476; <italic>p</italic>&#x2009;=&#x2009;0.002; R2&#x2009;=&#x2009;0.227; R2aj&#x2009;=&#x2009;0.205; <italic>p</italic>&#x2009;=&#x2009;0.003). Early assessment of VMI is critical to identify academic performance</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref77">Fischer et al. (2020)</xref> Germany Transverse</td>
<td align="center" valign="top">80</td>
<td align="left" valign="top">M<break/>40<break/>F<break/>40</td>
<td align="left" valign="top">3.1&#x2013;6.3 (4.80)</td>
<td align="left" valign="top">Verify that the FMS (FMC and IVM) are associated with finger-based numerical representations (ordinal and cardinal)</td>
<td align="left" valign="top">Only the<bold>FMC</bold> was related to numerical representations based on the fingers (ordinal: <italic>r</italic>&#x2009;=&#x2009;0.751; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; cardinal: <italic>r</italic>&#x2009;=&#x2009;0.781; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01). Finger counting habits are a predictor of mathematical performance</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref97">Greenburg et al. (2020)</xref> United States Longitudinal (4&#x2009;years)</td>
<td align="center" valign="top">34.491</td>
<td align="left" valign="top">D</td>
<td align="left" valign="top">(4.68)</td>
<td align="left" valign="top">Examine the importance of FMS in preschool for later school performance (3rd, 4th and 5th grade)</td>
<td align="left" valign="top">Both VSI and FMC were significantly associated with mathematics performance in later years (VSI: 0.15&#x2009;&#x003E;&#x2009;<italic>&#x03B2;</italic>&#x2009;&#x003E;&#x2009;0.10; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; FMC: 0.06&#x2009;&#x003E;&#x2009;<italic>&#x03B2;</italic>&#x2009;&#x003E;&#x2009;0.05; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01).<bold>VSI</bold> and<bold>FMC</bold> are predictors of later school mathematics performance</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref28">Cameron et al. (2019)</xref> United States Longitudinal (1&#x2009;year)</td>
<td align="center" valign="top">555</td>
<td align="left" valign="top">D</td>
<td align="left" valign="top">(T1 5.28&#x2009;T2 6.28)</td>
<td align="left" valign="top">Examine associations between cognitive and academic skills: executive function, VMI, mathematics, and letter and word knowledge</td>
<td align="left" valign="top">Children with better<bold>VMI</bold> showed better results in solving applied problems (T1: <italic>r</italic>&#x2009;=&#x2009;0.48; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001; T2: <italic>r</italic>&#x2009;=&#x2009;0.48; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), contributing to early learning of mathematical problems</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref54">De Waal (2019)</xref> South Africa Transverse</td>
<td align="center" valign="top">69</td>
<td align="left" valign="top">M<break/>38<break/>F<break/>31</td>
<td align="left" valign="top">5&#x2013;6 (6.1)</td>
<td align="left" valign="top">Determine the correlation between motor skills and academic performance</td>
<td align="left" valign="top">Of the GMS,<bold>balance</bold> (dynamic and static) correlated moderately and significantly with math performance (0.46&#x2009;&#x003E;&#x2009;<italic>r</italic>&#x2009;&#x003E;&#x2009;0.23; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). Children should be exposed to activities that include balance to improve math performance</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref145">Nesbitt et al. (2019)</xref> United States Longitudinal (2&#x2009;years)</td>
<td align="center" valign="top">1.138</td>
<td align="left" valign="top">M<break/>620<break/>F<break/>518</td>
<td align="left" valign="top">(T1 4.5&#x2009;T4 6.4)</td>
<td align="left" valign="top">To examine the longitudinal associations between VMI, executive function, and mathematics performance</td>
<td align="left" valign="top">The increase in math performance over time is a product of the influence of executive functions and<bold>VMI</bold> (T1: <italic>r</italic>&#x2009;=&#x2009;0.29; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; T2: <italic>r</italic>&#x2009;=&#x2009;0.22; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; T3: <italic>r</italic>&#x2009;=&#x2009;0.19; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01; T4: <italic>r</italic>&#x2009;=&#x2009;0.23; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01). Executive functions and VMI positively influence later mathematics performance</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref22">Brock et al. (2018)</xref> United States Longitudinal (3&#x2009;years)</td>
<td align="center" valign="top">256</td>
<td align="left" valign="top">M<break/>119<break/>F<break/>137</td>
<td align="left" valign="top">4.8&#x2013;6.4 (5.41)</td>
<td align="left" valign="top">To explore the associations between executive function, VMI, and performance in reading and mathematics from kindergarten through second grade in economically disadvantaged children</td>
<td align="left" valign="top"><bold>VMI</bold> in kindergarten only predicts math performance in grade 1 (T2) (T1 to T2: <italic>r</italic>&#x2009;=&#x2009;0.17; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). Early interventions must be performed to develop VMI</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref68">Duran et al. (2018)</xref> United States Longitudinal (6.5&#x2009;months)</td>
<td align="center" valign="top">162</td>
<td align="left" valign="top">M<break/>81<break/>F<break/>81</td>
<td align="left" valign="top">(T1 5.5&#x2009;T2 6.6)</td>
<td align="left" valign="top">To examine the associations between executive function, VMI, and mathematics performance in kindergarten and later in early first grade in students with low socioeconomic status</td>
<td align="left" valign="top"><bold>VMI</bold> is related to math performance (VMI &#x2013; WJ III: <italic>r</italic>&#x2009;=&#x2009;0.50; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; VMI &#x2013; TEMA: <italic>r</italic>&#x2009;=&#x2009;0.53; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; VMI &#x2013; KeyMath3: <italic>r</italic>&#x2009;=&#x2009;0.53; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) and appears to have an additional and unique association in improving their performance</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref76">Fischer et al. (2018)</xref> Germany Transverse</td>
<td align="center" valign="top">177</td>
<td align="left" valign="top">M<break/>87<break/>F<break/>90</td>
<td align="left" valign="top">2.7&#x2013;6.4 (4.6)</td>
<td align="left" valign="top">Investigate the relationship between FMC and procedural counting skills as well as conceptual counting knowledge</td>
<td align="left" valign="top"><bold>FMC</bold> is strongly related to procedural counting skills (FMC &#x2013; Procedural counting: <italic>r</italic>&#x2009;=&#x2009;0.41; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01) and (FMC conceptual &#x2013; Conceptual counting: <italic>r</italic>&#x2009;=&#x2009;0.36; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01), being a necessary prerequisite for sensorimotor experience of numbers through counting by fingers</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref116">Kim et al. (2018)</xref> United States Longitudinal (2&#x2009;years)</td>
<td align="center" valign="top">134</td>
<td align="left" valign="top">D</td>
<td align="left" valign="top">4.9&#x2013;6.8 (5.6)</td>
<td align="left" valign="top">Explore the longitudinal associations between VMI, attention, FMC, and math skills</td>
<td align="left" valign="top">Over time<bold>VMI</bold> predicted changes in math skills (VMI &#x2013; KeyMath3: T1-T2: <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.13; &#x003C; 0.001; T2-T3: <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.14; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) and<bold>FMC</bold> was indirectly related as math performance through VMI (FMC &#x2013; VMI: T1-T2: <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.18; &#x003C; 0.01; T2-T3: <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.14; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). Reciprocal associations exist between VMI, FMC, attention, and mathematics from early childhood through the early years of schooling</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref132">Manfra et al. (2017)</xref> United States Longitudinal (4&#x2009;years)</td>
<td align="center" valign="top">1.442</td>
<td align="left" valign="top">M<break/>688<break/>F<break/>754</td>
<td align="left" valign="top">4&#x2009;years up to 3rd grade.</td>
<td align="left" valign="top">To explore the association between preschool academic skills and 3rd grade in children from low-income families</td>
<td align="left" valign="top"><bold>VMI</bold> and<bold>FMC</bold> in preschool math skills in 3rd grade (VMI: <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.008; &#x003C; 0.01; FMC: <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.012; &#x003C; 0.001)</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref152">Osorio-Valencia et al. (2017)</xref> Mexico Longitudinal (2&#x2009;years)</td>
<td align="center" valign="top">148</td>
<td align="left" valign="top">D</td>
<td align="left" valign="top">3&#x2013;5</td>
<td align="left" valign="top">To assess motor development in 3-year-old children and its relationship to their cognitive abilities at age 5</td>
<td align="left" valign="top">Only children&#x2019;s<bold>FMC</bold> and<bold>VMI</bold> at age 3 significantly influenced math performance at age 5 (FMC &#x2013; Mat: <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.74, <italic>p</italic>&#x2009;=&#x2009;0.005; VMI &#x2013; Mat: <italic>&#x03B2;</italic>&#x2009;=&#x2009;2.11, <italic>p</italic>&#x2009;=&#x2009;0.001). Early motor assessment and stimulation and help create strategies that facilitate the acquisition of academic knowledge</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref192">Suggate et al. (2017)</xref> Germany Transverse</td>
<td align="center" valign="top">81</td>
<td align="left" valign="top">M<break/>40<break/>F<break/>41</td>
<td align="left" valign="top">3.3&#x2013;6.3 (4.9)</td>
<td align="left" valign="top">Explore whether FMC would correlate with numerical ability</td>
<td align="left" valign="top"><bold>FMC</bold> is closely related to finger-based numerical skills (<italic>&#x03B2;</italic>&#x2009;=&#x2009;0.23, <italic>p</italic>&#x2009;=&#x2009;0.05), allowing early development of numerical skills through counting by fingers</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref15">Becker et al. (2014)</xref> Northeast Pacific Transverse</td>
<td align="center" valign="top">127</td>
<td align="left" valign="top">D</td>
<td align="left" valign="top">4.4&#x2013;6.6 (5.6)</td>
<td align="left" valign="top">Explore the contributions of behavioral self-regulation, two measures of executive function, and VMI on academic performance</td>
<td align="left" valign="top"><bold>VMI</bold> is significantly associated with math performance in the early years (<italic>r</italic>&#x2009;=&#x2009;0.59; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05; <italic>&#x03B2;</italic>&#x2009;=&#x2009;0.13; <italic>p</italic>&#x2009;=&#x2009;0.045), and may be an indicator to inform teaching strategies in children with math difficulties</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref199">Verdine et al. (2014)</xref> United States Longitudinal (1&#x2009;year)</td>
<td align="center" valign="top">44</td>
<td align="left" valign="top">M<break/>22<break/>F<break/>22</td>
<td align="left" valign="top">3.2&#x2013;4 (3.6) and later 4.3&#x2013;5.2 (4.76).</td>
<td align="left" valign="top">Determine the contribution of spatial skills and executive function to early mathematics performance</td>
<td align="left" valign="top">There is a significant association between<bold>VMI</bold> and math skills in both evaluation moments (VMI &#x2013; WIAT: <italic>r</italic>&#x2009;=&#x2009;0.673; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). VMI is a spatial predictor of math skills</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref62">Dinehart and Manfra (2013)</xref> United States Longitudinal (3&#x2009;years)</td>
<td align="center" valign="top">3.224</td>
<td align="left" valign="top">M<break/>1515<break/>F<break/>1709</td>
<td align="left" valign="top">(5.3 and 2&#x2009;years later)</td>
<td align="left" valign="top">Examines whether the FMS of economically disadvantaged children predicts later academic performance</td>
<td align="left" valign="top">Children who performed better on the FMS (FMC and VMI) at the end of preschool were those who performed better in math in 2nd grade (FMC-LAP-D: <italic>&#x03B2;</italic>&#x2009;=&#x2009;1.75; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001; VMI-LAP-D: <italic>&#x03B2;</italic>&#x2009;=&#x2009;1.20; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). FMS in preschool predicts math performance in 2nd grade</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>D, Does not discriminate; F, female; FMC, fine motor coordination; M, male; Mat, mathematics; <italic>N</italic>, number; <italic>p</italic>, significance level; <italic>r</italic> and <italic>R</italic><sup>2</sup>, correlation; T, time; TEMA-3, Test of early mathematics ability, 3rd edition; VMI, visuomotor integration; VSI, visuospatial integration; LAP-D, Learning Accomplishment Profile Diagnostic, 3rd Editions; T, assessment moment; WIAT &#x2013; III, Wechsler Individual Achievement Test, 3rd edition; WJ-III, Woodcock-Johnson Achievement Test.</p>
</table-wrap-foot>
</table-wrap>
<p>Regarding the sample size, the studies presented a minimum of 33 (<xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) and a maximum of 34.491 (<xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>), with a total of 43.447 participants. All studies included children of both sexes. Regarding teaching frequency, most studies, 12 (67%), exclusively included children from preschool education, seven transversals (<xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>; <xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>) and five longitudinal (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>). The remaining six studies (33%) were longitudinal and included children from preschool education and later years (<xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>; <xref rid="tab2" ref-type="table">Table 2</xref>). Regarding age, in studies that included only preschool education, children were aged between 2.7 (<xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>) and 6.8 (<xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>), and in studies that involved children from preschool education and beyond, the minimum age was 4&#x2009;years and the maximum was up to the 5th grade (children between 10 and 11&#x2009;years old; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>).</p>
<p>The study conducted by <xref ref-type="bibr" rid="ref97">Greenburg et al. (2020)</xref> was included in this review as the authors distinguished in their research two specific aspects of FMS (FMC and the integration of motor information with visual (VMI) and spatial (VSI) information), addressing in this study these specific motor skills only as VSI and not VMI skills (<xref rid="tab2" ref-type="table">Table 2</xref>).</p>
</sec>
<sec id="sec15">
<label>3.4.</label>
<title>Associations between motor skills and mathematical performance</title>
<p>Regarding the study of the associations between motor skills and mathematics, considering the main conclusions from the 18 studies, only in the study carried out by <xref ref-type="bibr" rid="ref54">De Waal (2019)</xref> whose objective was to determine if there were correlations between motor skills and the academic performance in preschoolers aged 5&#x2013;6&#x2009;years old, there was a moderate and significant correlation between a specific component of GMS, namely balance skills (dynamic and static) and mathematical performance (0.46&#x2009;&#x003E;&#x2009;<italic>r</italic>&#x2009;&#x003E;&#x2009;0.23; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). On the other hand, FMS have been reported to be associated with mathematical performance in 17 studies (<xref rid="tab2" ref-type="table">Table 2</xref>).</p>
<p>When analyzing the distribution of studies that associated mathematical performance with FMS, namely FMC and VMI, it was found that eight studies reported VMI (<xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>), four studies FMC (<xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>, <xref ref-type="bibr" rid="ref77">2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) and five studies reported both FMS (FMC&#x2009;+&#x2009;VMI; <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>; <xref rid="fig4" ref-type="fig">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Distribution of studies associating FMS, FMC and VMI to math skills. FMC, fine motor coordination; FMS, fine motor skills; VMI&#x2009;+&#x2009;FMC, visuomotor integration plus fine motor coordination.</p>
</caption>
<graphic xlink:href="fpsyg-14-1105391-g004.tif"/>
</fig>
<p>Among the VMI, FMS was the one that stood out the most among the 18 studies, having been reported in 13 (72%), and FMC was associated with mathematical performance only in nine (50%). Thus, among FMS, VMI (more than FMC) was more frequently associated with mathematical performance, and is still reported as an important factor for the diagnosis of learning disabilities in mathematics (<xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>). However, both VMI and FMC were mentioned as strong predictors of mathematical performance in the present (VMI: <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>; FMC: <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>) and in the future (VMI: <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>; CMF: <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>).</p>
<p>In the frequency analysis of the association between MS and math skills (<xref rid="fig5" ref-type="fig">Figure 5</xref> and <xref rid="tab3" ref-type="table">Tables 3</xref>, <xref rid="tab4" ref-type="table">4</xref>), regarding GMS, namely balance, it was associated with the following math skills: counting, measurement (length), shapes and spatial relations (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>). Regarding FMS, both FMC and VMI were associated with all math skills (<xref rid="fig5" ref-type="fig">Figure 5</xref>; <xref rid="tab3" ref-type="table">Tables 3</xref>, <xref rid="tab4" ref-type="table">4</xref>). However, counting was the math skill that was most frequently reported to be associated with FMS. It was associated with FMC in all nine studies (100%; <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) and with VMI (<xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>) in nine studies (53%). One can highlight the fact that measurement skills (length), shapes (<xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>), cardinality (<xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>), and comparing (<xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>, <xref ref-type="bibr" rid="ref77">2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) were reported in four studies. Only in one study number identification (<xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>), addition, and subtraction (<xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>) were reported to be associated with FMC. Regarding VMI, except the math skill spatial relations, which was only reported in a single study (<xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>), all other skills were reported in four or more studies. Thus, in six studies the number identification skill was reported (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>), addition and subtraction (<xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>), and measurement (length; <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>). In five studies, the cardinality (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>) and shapes skills (<xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>) were reported. The comparing skill was reported in four studies (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Distribution of studies associating FMS (FMC and VMI) and balance with math skills. FMC, fine motor coordination; VMI, visuomotor integration.</p>
</caption>
<graphic xlink:href="fpsyg-14-1105391-g005.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Frequencies of associations between motor skills and mathematics by teaching frequency.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Author and year</th>
<th align="left" valign="top" rowspan="2">Teaching frequency</th>
<th align="center" valign="top" colspan="3">Motor Skills</th>
<th align="center" valign="top" colspan="8">Math Skills</th>
</tr>
<tr>
<th align="center" valign="top">FMC</th>
<th align="center" valign="top">VMI</th>
<th align="center" valign="top">Bl</th>
<th align="center" valign="top">A</th>
<th align="center" valign="top">B</th>
<th align="center" valign="top">C</th>
<th align="center" valign="top">D</th>
<th align="center" valign="top">E</th>
<th align="center" valign="top">F</th>
<th align="center" valign="top">G</th>
<th align="center" valign="top">H</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref40">Clark et al. (2021)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref115">Khng and Ng (2021)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al. (2020)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref77">Fischer et al. (2020)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref97">Greenburg et al. (2020)</xref>
</td>
<td align="left" valign="top">From Preschool education to 5th grade</td>
<td align="center" valign="top"><bold>X</bold></td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref28">Cameron et al. (2019)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref54">De Waal (2019)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td/>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref145">Nesbitt et al. (2019)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref22">Brock et al. (2018)</xref>
</td>
<td align="left" valign="top">Preschool education to 2nd grade</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref68">Duran et al. (2018)</xref>
</td>
<td align="left" valign="top">Preschool education to 1st grade</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref76">Fischer et al. (2018)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref116">Kim et al. (2018)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td align="center" valign="top"><bold>X</bold></td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref132">Manfra et al. (2017)</xref>
</td>
<td align="left" valign="top">Preschool education to 3rd grade</td>
<td align="center" valign="top"><bold>X</bold></td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref152">Osorio-Valencia et al. (2017)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td align="center" valign="top"><bold>X</bold></td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref192">Suggate et al. (2017)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref15">Becker et al. (2014)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref199">Verdine et al. (2014)</xref>
</td>
<td align="left" valign="top">Preschool education</td>
<td/>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref62">Dinehart and Manfra (2013)</xref>
</td>
<td align="left" valign="top">Preschool education to 3rd grade</td>
<td align="center" valign="top"><bold>X</bold></td>
<td align="center" valign="top"><bold>X</bold></td>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
<td/>
<td/>
<td align="center" valign="top"><bold>+</bold></td>
<td align="center" valign="top"><bold>+</bold></td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="2">TOTAL</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Math Skills: (A &#x2013; cardinality; B &#x2013; Counting; C &#x2013; Numbers Identification; D &#x2013; Comparing; E &#x2013; Addition and subtraction; F &#x2013; Length; G &#x2013; Shapes; H &#x2013; Space); FMC, Fine Motor Coordination; MS, Motor Skills; Bl, Balance; VMI, Visuomotor Integration.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Instruments used in the association between motor skills and math skills.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Author (year)</th>
<th align="center" valign="top" colspan="3">Motor skills</th>
<th align="center" valign="top" colspan="2">Math skills</th>
</tr>
<tr>
<th align="left" valign="top">Instr</th>
<th align="left" valign="top">MS</th>
<th align="left" valign="top">Evaluation</th>
<th align="left" valign="top">Instruments</th>
<th align="left" valign="top">Skills</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2"><xref ref-type="bibr" rid="ref40">Clark et al. (2021)</xref></td>
<td align="left" valign="top" rowspan="2">GPT</td>
<td align="left" valign="top" rowspan="2">FMC</td>
<td align="left" valign="top" rowspan="2">The GPT task was used to fit pins into hole. It is a widely used measure that requires dexterity and manual speed</td>
<td align="left" valign="top">Shared story task</td>
<td align="left" valign="top" rowspan="2">Counting and comparing</td>
</tr>
<tr>
<td align="left" valign="top">Point counting task</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref115">Khng and Ng (2021)</xref>
</td>
<td align="left" valign="top">IED III</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">Use of the Fine Motor Subscale. The tests administered were: Visual motor skills; Drawing of a person; Writing the sequence of numbers; Sequential drawing of capital letters</td>
<td align="left" valign="top">TEMA-3 (Formal and informal knowledge)</td>
<td align="left" valign="top">Counting, comparing, numbers identification, addition and subtraction</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al. (2020)</xref>
</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was assessed using the tests: Copy Shapes, Letters Words and Numbers</td>
<td align="left" valign="top">PAIB-1 (Basic Aspects of Mathematics Quiz)</td>
<td align="left" valign="top">Cardinality, counting and identification of numbers</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2"><xref ref-type="bibr" rid="ref77">Fischer et al. (2020)</xref></td>
<td align="left" valign="top" rowspan="2">MABC-2</td>
<td align="left" valign="top" rowspan="2">FMC</td>
<td align="left" valign="top" rowspan="2">The FMC was evaluated using the Manual Dexterity Scale: placing coins in a box with a slot; string beads on a cord</td>
<td align="left" valign="top">Finger-Based Number Representations (finger counting; finger montring)</td>
<td align="left" valign="top" rowspan="2">Counting and cardinality (Finger-Based Number Representations); Comparing and counting (Numerical tasks)</td>
</tr>
<tr>
<td align="left" valign="top">Numerical Tasks (Non-symbolic dot comparison; Symbolic number comparison; Verbal counting sequence)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2"><xref ref-type="bibr" rid="ref97">Greenburg et al. (2020)</xref></td>
<td align="left" valign="top" rowspan="2">LAP-D</td>
<td align="left" valign="top">VSI</td>
<td align="left" valign="top" rowspan="2">The VSI was assessed by the Writing Subscale, which includes tasks with pencil and paper, such as copying numbers, letters, and shapes, and drawing objects. The FMC was evaluated by the object manipulation subscale with paper folding, building blocks, cutting with scissors</td>
<td align="left" valign="top" rowspan="2">LAP-D (Counting and matching subscales)</td>
<td align="left" valign="top" rowspan="2">Counting, measurement (length) and shapes</td>
</tr>
<tr>
<td align="left" valign="top">FMC</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref28">Cameron et al. (2019)</xref>
</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was evaluated through the test VMI that assesses the visual and motor skills in an integrated way. The test requires the child to copy increasingly complex geometric figures as the test progresses</td>
<td align="left" valign="top">WJ-III (Application of problems subscale)</td>
<td align="left" valign="top">Addition and subtraction</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref54">De Waal (2019)</xref>
</td>
<td align="left" valign="top">Kinder kinetics Screening</td>
<td align="left" valign="top">Balance</td>
<td align="left" valign="top">Assesses basic movement skills, locomotor, postural (static and dynamic balance) and manipulative in children aged 3&#x2013;6&#x2009;years</td>
<td align="left" valign="top">Foundations for learning: Grade R Assessment Framework R</td>
<td align="left" valign="top">Counting, measurement (length), shapes and space</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref145">Nesbitt et al. (2019)</xref>
</td>
<td align="left" valign="top">CDT</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was evaluated by the task of copying geometric drawings</td>
<td align="left" valign="top">WJ-III (Application of problems sub-scale and quantitative concepts sub-scale)</td>
<td align="left" valign="top">Addition and subtraction (application of problems sub-scale); numbers identification; Comparing and measurement (length) (quantitative concepts sub-scale)</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref22">Brock et al. (2018)</xref>
</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">Idem <xref ref-type="bibr" rid="ref28">Cameron et al. (2019)</xref></td>
<td align="left" valign="top">WJ-III (Application of problems subscale)</td>
<td align="left" valign="top">Addition and subtraction</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3"><xref ref-type="bibr" rid="ref68">Duran et al. (2018)</xref></td>
<td align="left" valign="top" rowspan="3">NEPSY</td>
<td align="left" valign="top" rowspan="3">VMI</td>
<td align="left" valign="top" rowspan="3">The VMI was evaluated by the NEPSY Design Copying Subtest. In this test, the children used paper and pencils to copy two-dimensional geometric drawings of increasing complexity</td>
<td align="left" valign="top">WJ-III (Application problems subscale)</td>
<td align="left" valign="top" rowspan="3">Addition and subtraction (WJ-III); Number identification, shapes and measurement (length) (KeyMath3); Counting, cardinality, number identification, adding and subtracting and measurement (length) (TEMA-3)</td>
</tr>
<tr>
<td align="left" valign="top">KeyMath-3 (Numeracy, geometry and measurement subscales)</td>
</tr>
<tr>
<td align="left" valign="top">TEMA-3 (Formal and informal concepts and skills)</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref76">Fischer et al. (2018)</xref>
</td>
<td align="left" valign="top">BEFMF</td>
<td align="left" valign="top">FMC</td>
<td align="left" valign="top">3 tasks: Pegboard task (inserting pins into a board), Bead threading (threading beads) and Block turning (turning cylinders, measured speed and fine motor coordination). These are measures used that require manual dexterity</td>
<td align="left" valign="top">TEDI-MATH (Counting subtest)</td>
<td align="left" valign="top">Counting, cardinality and comparing</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2"><xref ref-type="bibr" rid="ref116">Kim et al. (2018)</xref></td>
<td align="left" valign="top" rowspan="2">NEPSY</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was evaluated by the Design Copying subtest. In this test, the children used paper and pencils to copy two-dimensional geometric drawings of increasing complexity</td>
<td align="left" valign="top" rowspan="2">KeyMath-3 (Numeracy, geometry and measurement subscales)</td>
<td align="left" valign="top" rowspan="2">Cardinality, counting, number identification, shapes, space and measurement (length)</td>
</tr>
<tr>
<td align="left" valign="top">FMC</td>
<td align="left" valign="top">The FMC was evaluated by the <italic>precision</italic> subtest and assesses the speed and accuracy of hand-eye coordination. The total score considers the speed and accuracy scores</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2"><xref ref-type="bibr" rid="ref132">Manfra et al. (2017)</xref></td>
<td align="left" valign="top" rowspan="2">LAP-D</td>
<td align="left" valign="top">FMC</td>
<td align="left" valign="top">The FMC was assessed by the Fine Motor Manipulation Subscale (manipulating small objects)</td>
<td align="left" valign="top" rowspan="2">LAP-D (Count and correspondence subscales)</td>
<td align="left" valign="top" rowspan="2">Counting, measurement (length) and shapes</td>
</tr>
<tr>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was assessed by the Writing Subscale which includes tasks with pencil and paper, such as copying numbers, letters, and shapes and drawing objects</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref152">Osorio-Valencia et al. (2017)</xref>
</td>
<td align="left" valign="top">PDMS-2</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">VMI was evaluated through the prehension and visuomotor integration subtests</td>
<td align="left" valign="top">MSCA (Quantitative scale)</td>
<td align="left" valign="top">Cardinality, counting and comparing</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3"><xref ref-type="bibr" rid="ref192">Suggate et al. (2017)</xref></td>
<td align="left" valign="top" rowspan="3">BEFMS</td>
<td align="left" valign="top" rowspan="3">FMC</td>
<td align="left" valign="top" rowspan="3">3 tasks: Pegboard task (inserting pins into a board), Bead threading (threading beads) and Block turning (turning cylinders, measured speed and fine motor coordination). These are measures used that require manual dexterity</td>
<td align="left" valign="top">Numerical skills</td>
<td align="left" valign="top" rowspan="3">Counting and adding and subtracting</td>
</tr>
<tr>
<td align="left" valign="top">Nonfinger-based numerical skills</td>
</tr>
<tr>
<td align="left" valign="top">Finger-based numerical skills</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref15">Becker et al. (2014)</xref>
</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was assessed using the VMI which evaluates visual and motor skills in an integrated manner. The test requires the child to copy increasingly complex geometric figures as the test progresses</td>
<td align="left" valign="top">WJ &#x2013; III (Application of problems subscale)</td>
<td align="left" valign="top">Addition and subtraction</td>
</tr>
<tr>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref199">Verdine et al. (2014)</xref>
</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was assessed using the VMI which evaluates visual and motor skills in an integrated manner. The test requires the child to copy increasingly complex geometric figures as the test progresses</td>
<td align="left" valign="top">WIAT-III (Problem-solving subtest)</td>
<td align="left" valign="top">Counting, cardinality, number identification and comparing</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2"><xref ref-type="bibr" rid="ref62">Dinehart and Manfra (2013)</xref></td>
<td align="left" valign="top" rowspan="2">LAP-D</td>
<td align="left" valign="top">FMC</td>
<td align="left" valign="top">The FMC was assessed by the Fine Motor Manipulation Subscale (manipulating small objects)</td>
<td align="left" valign="top" rowspan="2">LAP-D (Counting and matching subscales)</td>
<td align="left" valign="top" rowspan="2">Counting, measurement (length) and shapes</td>
</tr>
<tr>
<td align="left" valign="top">VMI</td>
<td align="left" valign="top">The VMI was assessed by the Writing Subscale which includes tasks with pencil and paper, such as copying numbers, letters, and shapes and drawing objects</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>BEFMS, Battery designed to provide an estimate of children&#x2019;s fine motor skills in preschool; FMC, Fine Motor Coordination; MS, Motor Skills; IED III, The Brigance Inventory of Early Development III; Instr, Instruments; VMI, visuomotor integration; KeyMath3, KeyMath-3 Diagnostic assessment; LAP-D, Learning Accomplishment Profile-Diagnostic, 3rd edition; MABC-2, Movement Assessment Battery for Children, 2nd edition; PDMS, Peabody developmental motor scale, 2nd edition; MSCA, McCarthy Scales of Children&#x2019;s Abilities; NEPSY, NEuroPSYchological assessment battery; PAIB-1, Test of basic instrumental aspects: Reading, writing and numeric concepts; CDT, Copy Design Task; TEDI-MATH, Test for the diagnosis of basic skills in mathematics; TEMA-3, Test of Early Mathematics Ability &#x2013; 3rd edition; GPT, Grooved Pegboard Test; VMI, Test of Visual-Motor Integration; WIAT-III, Wechsler Individual Achievement Test, 3rd edition; WJ-III, Woodcock-Johnson Tests of Achievement.</p>
</table-wrap-foot>
</table-wrap>
<p>When analyzing data from studies exclusively involving children who attended preschool, it was found that all math skills were associated with both FMC and VMI: counting &#x2013; in six studies &#x2013; (<xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) and cardinality (<xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>) and comparing &#x2013; (<xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>, <xref ref-type="bibr" rid="ref77">2020</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) in four studies &#x2013; were the most frequently associated with FMC. Regarding VMI, the math skills most frequently associated with it were counting (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>) and number identification (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>), both in five studies, and cardinality (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>), comparing (<xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>), and addition and subtraction (<xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>) in four studies.</p>
<p>These results suggest that counting, cardinality, and comparing were the math skills most associated with FMC; and counting, number identification, cardinality, comparing, and addition and subtraction with VMI. However, the math skill of counting was the most commonly associated with FMS (FMC and VMI), as of the 17 studies that analyzed this math skill, it was associated with FMS in 13 (76%; <xref rid="tab3" ref-type="table">Tables 3</xref>, <xref rid="tab4" ref-type="table">4</xref>).</p>
</sec>
<sec id="sec16">
<label>3.5.</label>
<title>Instruments used in the studies to assess motor and math skills</title>
<p>In the 18 studies included, 10 instruments were used to assess motor skills (<xref rid="tab4" ref-type="table">Table 4</xref>).</p>
<p>In the only study that associated GMS with mathematical performance (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>), the Kinder kinetics Screening test was used (<xref ref-type="bibr" rid="ref160">Pienaar et al., 2016</xref>).</p>
<p>To assess FMS, nine instruments were used. To exclusively assess FMC, three instruments were identified: Grooved Pegboard Test (GPT, <xref ref-type="bibr" rid="ref189">Strauss et al., 2006</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>); Movement Assessment Battery for Children, 2nd edition (MABC-2, <xref ref-type="bibr" rid="ref104">Henderson et al., 2007</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>); Battery designed to provide an estimate of children&#x2019;s fine motor skills in preschool (BEFMS, <xref ref-type="bibr" rid="ref133">Martzog, 2015</xref>). To exclusively assess VMI, four instruments were identified: The Brigance Inventory of Early Development III &#x2014; Standardized (IED III, <xref ref-type="bibr" rid="ref82">French, 2013</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>); Test of Visual-Motor Integration, 6th edition (VMI, <xref ref-type="bibr" rid="ref17">Beery and Beery, 2010</xref>; <xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>); Copy Design Task (CDT, <xref ref-type="bibr" rid="ref151">Osborn et al., 1984</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>); NEuroPSYchological assessment battery, 2nd edition (NEPSY, <xref ref-type="bibr" rid="ref120">Korkman et al., 1998</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>). To simultaneously assess FMC and VMI, three instruments were identified: Learning Accomplishment Profile-Diagnostic, 3rd edition (LAP-D, <xref ref-type="bibr" rid="ref144">Nehring et al., 1992</xref>; <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>); (NEPSY, <xref ref-type="bibr" rid="ref120">Korkman et al., 1998</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>); Peabody developmental motor scale, 2nd edition (PDMS-2, <xref ref-type="bibr" rid="ref81">Folio and Fewell, 2000</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>; <xref rid="tab4" ref-type="table">Table 4</xref>).</p>
<p>For the assessment of mathematical performance, 16 instruments were identified among the 18 studies (<xref rid="tab4" ref-type="table">Table 4</xref>).</p>
<p>Only in one study it was identified: Mathematics Sharing Stories, <xref ref-type="bibr" rid="ref48">Cwikla, 2014</xref> (<xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>); Dot Counting Task, <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref> (<xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>); Test of basic instrumental aspects: reading, writing and numerical concepts (PAIB-1, <xref ref-type="bibr" rid="ref86">Galve-Manzano et al., 2009</xref>; <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al., 2020</xref>); Finger-based number representations (<xref ref-type="bibr" rid="ref203">Wasner et al., 2015</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>); Number tasks (<xref ref-type="bibr" rid="ref147">Nosworthy, 2013</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>); Foundations for learning: Assessment Framework Grade R (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>); McCarthy Scales of Children&#x2019;s Abilities (MSCA, <xref ref-type="bibr" rid="ref135">McCarthy, 2004</xref>; <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al., 2017</xref>); Numerical skills (<xref ref-type="bibr" rid="ref65">Dowker, 2008</xref>; <xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>); Nonfinger-based numerical skills and Finger-based numerical skills (<xref ref-type="bibr" rid="ref45">Crollen et al., 2011</xref>; <xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>); Wechsler Individual Achievement Test, 3rd edition (WIAT-III, <xref ref-type="bibr" rid="ref204">Wechsler, 2007</xref>; <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>).</p>
<p>It was identified in two studies: Test of Early Mathematics Ability &#x2013; 3rd edition (TEMA-3, <xref ref-type="bibr" rid="ref93">Ginsburg and Baroody, 2003</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>); Test for diagnosing basic math skills (TEDI-MATH, <xref ref-type="bibr" rid="ref114">Kaufmann et al., 2009</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>, <xref ref-type="bibr" rid="ref77">2020</xref>); KeyMath-3 Diagnostic assessment (KeyMath3, <xref ref-type="bibr" rid="ref44">Connolly, 2007</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>).</p>
<p>The Learning Accomplishment Profile-Diagnostic, 3rd edition (LAP-D, <xref ref-type="bibr" rid="ref144">Nehring et al., 1992</xref>; <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>) was identified in three studies.</p>
<p>The Woodcock-Johnson Tests of Achievement (WJ-III, <xref ref-type="bibr" rid="ref209">Woodcock et al., 2001</xref>; <xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>) was identified in five studies.</p>
<p>Thus, of the seven instruments used to assess VMI, the VMI test (<xref ref-type="bibr" rid="ref17">Beery and Beery, 2010</xref>) was the most used, as it was reported in five studies. To assess FMC, the most commonly used instrument was the LAP-D (<xref ref-type="bibr" rid="ref144">Nehring et al., 1992</xref>) in three studies (<xref rid="tab4" ref-type="table">Table 4</xref>).</p>
<p>The main characteristics of the instruments used in the assessment of VMI require tasks of copying geometric figures, letters, numbers or objects, using a sheet of paper and pencil. To assess FMC, the main characteristics of the instruments used allowed the assessment of dexterity and manual speed through tasks that demand the handling and manipulation of objects such as threading beads, placing coins, building blocks, turning cylinders, folding paper or cutting it with scissors.</p>
</sec>
</sec>
<sec id="sec17" sec-type="discussions">
<label>4.</label>
<title>Discussion</title>
<p>The objective of this systematic review was to analyze preschool education children with typical development in the association between motor skills and mathematical performance, identify the math skills involved in this association, as well as the instruments used for this purpose to evaluate both motor skills and mathematics.</p>
<p>Based on the results, in relation to the first objective, there was sufficient evidence to support the associations between FMS, namely FMC and VMI, and mathematical academic performance of the children who attended preschool education with typical development. It is noteworthy that only one study has considered associations between a component of GMS, namely balance, and mathematical academic performance (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>).</p>
<p>Similar results to this study were obtained in a systematic review that sought to report the relationships between motor proficiency and academic performance in mathematics and reading in school-age children and adolescents (<xref ref-type="bibr" rid="ref128">Macdonald et al., 2018</xref>). The authors concluded that FMS were significantly associated with the performance of math skills, particularly in the early school years, and there was no consistency or sufficient evidence to support associations between the specific components of GMS and academic math performance. Likewise, in a systematic review carried out by <xref ref-type="bibr" rid="ref197">Van der Fels et al. (2015)</xref>, in children aged between 4 and 16&#x2009;years with typical development, most observational studies (86%) reported significant positive associations between FMS and academic performance, especially in children who attended the preschool education up to the 2nd grade.</p>
<p>Studies have shown that GMS are critical for the development of social skills as well as for physical well-being (<xref ref-type="bibr" rid="ref27">Cameron et al., 2016</xref>), as they influence children&#x2019;s level of physical activity and health (<xref ref-type="bibr" rid="ref124">Logan et al., 2015</xref>; <xref ref-type="bibr" rid="ref101">Hamilton and Liu, 2018</xref>). On the other hand, FMS have been more strongly associated with academic performance (<xref ref-type="bibr" rid="ref27">Cameron et al., 2016</xref>) and found to influence children&#x2019;s ability to perform visual motor integration activities, which is important for classroom activities (<xref ref-type="bibr" rid="ref190">Strooband et al., 2020</xref>). It has been suggested that, at school age, GMS may be important for social affirmation (<xref ref-type="bibr" rid="ref149">Ommundsen et al., 2010</xref>) and perceived athletic competence (<xref ref-type="bibr" rid="ref159">Piek et al., 2006</xref>), and FMS for school readiness (<xref ref-type="bibr" rid="ref98">Grissmer et al., 2010</xref>) and perceived academic competence (<xref ref-type="bibr" rid="ref159">Piek et al., 2006</xref>).</p>
<p>Despite different purposes, research has shown that during child development, GMS and FMS seem to have some correlation (<xref ref-type="bibr" rid="ref169">Roebers and Kauer, 2009</xref>; <xref ref-type="bibr" rid="ref26">Cameron et al., 2012</xref>; <xref ref-type="bibr" rid="ref52">Dayem et al., 2015</xref>; <xref ref-type="bibr" rid="ref148">Oberer et al., 2017</xref>), as higher order neuromotor processes seem to be involved simultaneously in the learning of GMS and FMS (<xref ref-type="bibr" rid="ref169">Roebers and Kauer, 2009</xref>; <xref ref-type="bibr" rid="ref148">Oberer et al., 2017</xref>). However, studies that investigated the relationship between GMS and FMS, at different stages of school education, obtained controversial results when comparing measures of individual performance of GMS and FMS (<xref ref-type="bibr" rid="ref26">Cameron et al., 2012</xref>; <xref ref-type="bibr" rid="ref6">Amaro et al., 2014</xref>; <xref ref-type="bibr" rid="ref52">Dayem et al., 2015</xref>; <xref ref-type="bibr" rid="ref194">Tortella et al., 2016</xref>; <xref ref-type="bibr" rid="ref148">Oberer et al., 2017</xref>). <xref ref-type="bibr" rid="ref26">Cameron et al. (2012)</xref> and <xref ref-type="bibr" rid="ref148">Oberer et al. (2017)</xref> showed a moderate correlation between GMS and FMS. Specifically, <xref ref-type="bibr" rid="ref148">Oberer et al. (2017)</xref> reported a positive correlation in children aged between 5.6 and 7.25&#x2009;years, assessing gross and fine motor skills through speed and accuracy tasks. Likewise, the investigation by <xref ref-type="bibr" rid="ref26">Cameron et al. (2012)</xref> also reported a positive correlation in younger children (3&#x2013;4&#x2009;years) between GMS, namely balance and jumping and jumping tasks, and FMS, namely building tasks using blocks and drawing tasks. In addition, <xref ref-type="bibr" rid="ref52">Dayem et al. (2015)</xref>, showed an even greater correlation between GMS (assessed by locomotor tasks, object manipulation, and balance tasks) and FMS (assessed by writing tasks) in children aged 4&#x2013;6&#x2009;years. On the other hand, other authors disagree on the positive correlation between GMS and FMS (<xref ref-type="bibr" rid="ref186">Souza et al., 2010</xref>; <xref ref-type="bibr" rid="ref6">Amaro et al., 2014</xref>; <xref ref-type="bibr" rid="ref194">Tortella et al., 2016</xref>). The study carried out by <xref ref-type="bibr" rid="ref194">Tortella et al. (2016)</xref> reported that there was no correlation between GMS and FMS in preschool education children aged between 5 and 6&#x2009;years, evaluating GMS through precision, balance, throwing, and walking tasks, while FMS were evaluated using speed and precision tasks, such as block constructions and placing coins. Additionally, <xref ref-type="bibr" rid="ref186">Souza et al. (2010)</xref>, when investigating global motor performance using the Bayley Scales of Infant and Toddler Development (Third Edition), found a weak correlation between GMS and FMS. Furthermore, <xref ref-type="bibr" rid="ref6">Amaro et al. (2014)</xref> did not reported any correlation between GMS and FMS in children aged between 5 and 10&#x2009;years when comparing the scores obtained in the &#x201C;K&#x00F6;rperkoordinationtest f&#x00FC;r kinder&#x201D; and the Minnesota manual dexterity test. These contrasting results can be attributed to the fact that motor skills do not follow linear development trajectories (<xref ref-type="bibr" rid="ref186">Souza et al., 2010</xref>; <xref ref-type="bibr" rid="ref78">Flatters et al., 2014a</xref>). Therefore, it is not surprising that investigating children of different ages can produce different results. In addition, these studies assessed motor skills over short periods using heterogeneous tasks (<xref ref-type="bibr" rid="ref183">Sorgente et al., 2021</xref>).</p>
<p>However, it is important to note that in the same action it is complex to unequivocally differentiate the involvement of each of the motor skills (GMS and FMS), as they coexist and are fundamental for the efficient performance of the task, as both are related and influence each other (<xref ref-type="bibr" rid="ref156">Payne and Isaacs, 2012</xref>; <xref ref-type="bibr" rid="ref79">Flatters et al., 2014b</xref>). In this sense, GMS are influenced and influence FMS, the first being also a good predictor of children&#x2019;s school learning (<xref ref-type="bibr" rid="ref184">Sortor and Kulp, 2003</xref>; <xref ref-type="bibr" rid="ref16">Beery and Beery, 2006</xref>; <xref ref-type="bibr" rid="ref104">Henderson et al., 2007</xref>; <xref ref-type="bibr" rid="ref187">Spanaki et al., 2008</xref>; <xref ref-type="bibr" rid="ref112">Kambas et al., 2010</xref>; <xref ref-type="bibr" rid="ref111">Kadkol et al., 2014</xref>; <xref ref-type="bibr" rid="ref24">Byers et al., 2016</xref>; <xref ref-type="bibr" rid="ref4">Africa and Deventer, 2017</xref>; <xref ref-type="bibr" rid="ref19">Bellocchi et al., 2017</xref>).</p>
<p>However, there are very few studies in the literature that investigated the association between GMS and academic performance (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>; <xref ref-type="bibr" rid="ref183">Sorgente et al., 2021</xref>), so it is a topic that can be the subject of further research.</p>
<p>Although in this review only one study associates GMS, namely balance, with mathematical performance (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>), it should also be analyzed. In a study carried out by <xref ref-type="bibr" rid="ref200">Vuijk et al. (2011)</xref>, the authors also found significant correlations between balance and mathematics, however this study was developed in children with learning difficulties at school age. Balance, especially when vision is not used, depends a lot on the effective functioning of the vestibular system involved in the execution of controlled movements (<xref ref-type="bibr" rid="ref38">Cheatum and Hammond, 2000</xref>). In this sense, problems in the vestibular system not only lead to delays in motor proficiency, but can also negatively affect the performance of activities in the classroom (<xref ref-type="bibr" rid="ref38">Cheatum and Hammond, 2000</xref>). However, in a recent systematic review, the results concluded that balance did not significantly correlate with mathematical academic performance, as in other GMS considered (<xref ref-type="bibr" rid="ref128">Macdonald et al., 2018</xref>). Regarding FMS, of the 17 studies that associated these skills with mathematical performance, VMI was the one that stood out the most, being reported in 13 studies (76%), followed by FMC in nine (53%). However, by itself, this result does not mean that the VMI of FMS will be the most predictive of mathematical performance, as studies that included the two FMS concluded that FMC and VMI were both predictors of mathematical performance (<xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>), except the study carried out by <xref ref-type="bibr" rid="ref77">Fischer et al. (2020)</xref>, in which FMC was the only one associated with mathematical performance and the studies conducted by <xref ref-type="bibr" rid="ref70">Escolano-P&#x00E9;rez et al. (2020)</xref> and <xref ref-type="bibr" rid="ref152">Osorio-Valencia et al. (2017)</xref>, in which on the contrary, VMI was the only one associated with mathematical performance. Studies in which only FMC (<xref ref-type="bibr" rid="ref192">Suggate et al., 2017</xref>; <xref ref-type="bibr" rid="ref76">Fischer et al., 2018</xref>; <xref ref-type="bibr" rid="ref40">Clark et al., 2021</xref>) or VMI (<xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref199">Verdine et al., 2014</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>; <xref ref-type="bibr" rid="ref145">Nesbitt et al., 2019</xref>; <xref ref-type="bibr" rid="ref115">Khng and Ng, 2021</xref>) were analyzed concluded that these motor skills were associated with mathematical performance. Thus, each FMS was used according to the aim of each study. In this sense, although VMI appears as the most frequently associated with mathematical performance, it does not mean <italic>a priori</italic> that it will have a greater degree of importance than FMC. These results suggest that both FMS (FMC and VMI) are important predictors of mathematical performance depending only on the objectives of the studies and instruments used for this purpose.</p>
<p>VMI involves the integration of visual and motor skills (<xref ref-type="bibr" rid="ref184">Sortor and Kulp, 2003</xref>; <xref ref-type="bibr" rid="ref16">Beery and Beery, 2006</xref>) coordinated through the fingers and hands, that is, FMC (<xref ref-type="bibr" rid="ref85">Gabbard et al., 2001</xref>; <xref ref-type="bibr" rid="ref16">Beery and Beery, 2006</xref>; <xref ref-type="bibr" rid="ref71">Feder and Majnemer, 2007</xref>; <xref ref-type="bibr" rid="ref20">Bezrukikh and Terebova, 2009</xref>; <xref ref-type="bibr" rid="ref112">Kambas et al., 2010</xref>; <xref ref-type="bibr" rid="ref111">Kadkol et al., 2014</xref>; <xref ref-type="bibr" rid="ref24">Byers et al., 2016</xref>). In this sense, VMI implies the mental representation of an image that is replicated by controlling the meticulous movement of the fingers (<xref ref-type="bibr" rid="ref31">Carlson et al., 2013</xref>). Thus, FMC plays a very important role in school success (<xref ref-type="bibr" rid="ref184">Sortor and Kulp, 2003</xref>; <xref ref-type="bibr" rid="ref170">Roebers et al., 2014</xref>; <xref ref-type="bibr" rid="ref117">Kim et al., 2015</xref>; <xref ref-type="bibr" rid="ref77">Fischer et al., 2020</xref>) because children with better FMC will be better at handling objects such as pencils or notebooks, which allows them to direct additional attention resources toward learning, rather than focusing them on movements associated with FMC (<xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>). FMC can also serve as a fundamental competency by which more complex processes can be built (<xref ref-type="bibr" rid="ref184">Sortor and Kulp, 2003</xref>), namely for the development of VMI skills (<xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>). There is also some evidence that FMC is linked to mathematics through its contribution to the development of VMI (<xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>). Thus, a child with good FMC, when performing an academic task, may impose a lower cognitive load compared to a child who still has difficulties in FMC (<xref ref-type="bibr" rid="ref126">Luo et al., 2007</xref>; <xref ref-type="bibr" rid="ref25">Cameron et al., 2015</xref>). <xref ref-type="bibr" rid="ref26">Cameron et al. (2012)</xref> conducted an observational study in classrooms at preschool education and found that 46% of the school day was dedicated to activities involving FMS (FMC and VMI). These activities included tasks such as writing, drawing, using scissors to cut paper, bean counting tasks, and playing with toys like building blocks and Legos. In this sense, FMC and VMI are considered essential for early (<xref ref-type="bibr" rid="ref122">Lillard, 2005</xref>) and interdependent learning (<xref ref-type="bibr" rid="ref116">Kim et al., 2018</xref>), proving to be a powerful predictor for school readiness (<xref ref-type="bibr" rid="ref9">Bala et al., 2010</xref>; <xref ref-type="bibr" rid="ref98">Grissmer et al., 2010</xref>), adaptation and transition from the preschool education to the 1st grade (<xref ref-type="bibr" rid="ref13">Bart et al., 2007</xref>) and end of 6th grade (<xref ref-type="bibr" rid="ref153">Pagani et al., 2010</xref>) and also a great predictor of subsequent academic performance, especially in reading and mathematics (<xref ref-type="bibr" rid="ref26">Cameron et al., 2012</xref>; <xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>). On the other hand, low levels of performance in FMS are associated with learning difficulties in the areas of reading, writing, and mathematics (<xref ref-type="bibr" rid="ref43">Coetzee and Gerber, 2018</xref>).</p>
<p>Another objective of this study was to verify the frequencies with which math skills were associated with MS. Regarding GMS, only balance (static and dynamic) was associated with the math skills of counting, measurement (length), shapes, and space (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>). Despite these data, and as only the study of <xref ref-type="bibr" rid="ref54">De Waal (2019)</xref> with a relatively small sample (<italic>n</italic>&#x2009;=&#x2009;30) associated balance with math skills, it would be too premature to conclude in a sustained way the influence of this HMG on math skills. It is suggested that further studies consider the association between balance and math skills in order to support such conclusions.</p>
<p>Regarding FMS, all math skills proposed for Preschool Education (<xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref>) were associated with both FMC and VMI. Regardless of the type and characteristics of the studies, counting was the math skill most often associated with FMS, FMC, and VMI.</p>
<p>Counting can be seen as an infinitely long and ordered list of numbers that allows you to quantify what you want. In essence, counting is a way of doing a 1 to 1 correspondence between objects. Generally, each successive counting number describes a quantity that is one more than the previous quantity. Similarly, counting backwards is subtracting one from the previous number (<xref ref-type="bibr" rid="ref143">National Research Council, 2009</xref>). In this sense, children, in addition to developing the notion of cardinality (<xref ref-type="bibr" rid="ref102">Hannula, 2005</xref>), are performing addition and subtraction actions that are fundamental for solving problems (<xref ref-type="bibr" rid="ref180">Siegler and Shrager, 1984</xref>). Children who make frequent counting errors have difficulty calculating (<xref ref-type="bibr" rid="ref87">Geary et al., 2007</xref>). Since children show a spontaneous tendency to count, educators should take advantage of this to stimulate their practice with the aim of developing not only counting skills but other associated math skills (<xref ref-type="bibr" rid="ref102">Hannula, 2005</xref>).</p>
<p>Another objective of this review was to describe the instruments used in the studies to assess and associated motor skills with mathematics. Regarding motor skills, in the 18 studies, 10 instruments were used. The study that assessed and associated one of the GMS (balance) with mathematical skills (<xref ref-type="bibr" rid="ref54">De Waal, 2019</xref>), the Kinder kinetics Screening test was the instrument used (<xref ref-type="bibr" rid="ref160">Pienaar et al., 2016</xref>). This instrument assesses the basic skills of fundamental movements in children aged between 3 and 6&#x2009;years. The skills assessed were the fundamental locomotor, balance (dynamic and static), and object manipulation skills (<xref ref-type="bibr" rid="ref160">Pienaar et al., 2016</xref>).</p>
<p>Regarding FMS, nine instruments were used in the 17 studies analyzed, three to assess FMC exclusively, four to assess VMI and three to assess both FMC and VMI.</p>
<p>In the assessment of FMS, although the LAP-D (<xref ref-type="bibr" rid="ref144">Nehring et al., 1992</xref>) was the most used (three studies), its characteristics are similar to the other instruments used only in a study each, namely the NEPSY (<xref ref-type="bibr" rid="ref120">Korkman et al., 1998</xref>), and the MABC-2 (<xref ref-type="bibr" rid="ref104">Henderson et al., 2007</xref>), the BEFMS (<xref ref-type="bibr" rid="ref133">Martzog, 2015</xref>), and the PDMS-2 (<xref ref-type="bibr" rid="ref81">Folio and Fewell, 2000</xref>). Thus, these instruments assess manual dexterity and speed through tasks such as fitting pins, turning cylinders, stringing beads, building with blocks, folding paper, cutting with scissors, and putting coins in a slot.</p>
<p>In the assessment of VMI, the most commonly used instrument was the VMI (five studies; <xref ref-type="bibr" rid="ref17">Beery and Beery, 2010</xref>). Although this instrument was the most commonly used, its tasks are also similar to the other instruments used in the assessment of VMI. The main tasks assessed by these instruments consist of copying geometric figures, letters or numbers, and drawing objects using a sheet of paper and pencil.</p>
<p>The literature has shown that the tasks of copying figures or drawing are the most used tasks to assess VMI, and object handling tasks with pinch-like movements are the most used to assess FMC (<xref ref-type="bibr" rid="ref51">Davis and Matthews, 2010</xref>; <xref ref-type="bibr" rid="ref31">Carlson et al., 2013</xref>; <xref ref-type="bibr" rid="ref146">Newman and Feinberg, 2015</xref>; <xref ref-type="bibr" rid="ref127">MacDonald et al., 2016</xref>).</p>
<p>The literature shows the importance that the instruments used to assess the development of motor skills have in tracking possible difficulties associated with mathematical performance (<xref ref-type="bibr" rid="ref117">Kim et al., 2015</xref>). Most of these studies used direct neuropsychological assessments (<xref ref-type="bibr" rid="ref117">Kim et al., 2015</xref>), such as the NEuroPSYchological Assessment Battery &#x2013; NEPSY (<xref ref-type="bibr" rid="ref120">Korkman et al., 1998</xref>) and the Visuomotor Integration test (VMI; <xref ref-type="bibr" rid="ref17">Beery and Beery, 2010</xref>). However, it is recognized that these instruments are usually time consuming and expensive and are only administered by experts for this purpose (<xref ref-type="bibr" rid="ref26">Cameron et al., 2012</xref>; <xref ref-type="bibr" rid="ref208">Williford et al., 2013</xref>). In this sense, the characteristics of the instruments most used for the diagnosis of difficulties associated with mathematical performance may be a limitation in relation to the reality of kindergartens. Thus, the main instruments cited in the literature for the assessment of motor skills associated with mathematical performance practically make it impossible for educators to carry out these assessments on their students (<xref ref-type="bibr" rid="ref117">Kim et al., 2015</xref>).</p>
<p>Regarding the instruments to assess math skills, in the 18 studies analyzed, 16 different instruments were used. Most studies, 78% (14), used only one instrument, the remaining 22% (4) used more than one, depending on the proposed objective. However, the instrument most used to assess math skills was WJ-III (application problems subscale; <xref ref-type="bibr" rid="ref209">Woodcock et al., 2001</xref>). The WJ-III battery is considered the most complete to explain intellectual functioning, existing in two versions, the first design to assess cognitive abilities (standard form) and the second to assess academic performance (<xref ref-type="bibr" rid="ref134">Mather and Gregg, 2002</xref>).</p>
<p>It is noteworthy that in the three studies that used the same instrument, namely the LAP-D, to assess FMS (FMC and VMI) and math skills (<xref ref-type="bibr" rid="ref62">Dinehart and Manfra, 2013</xref>; <xref ref-type="bibr" rid="ref132">Manfra et al., 2017</xref>; <xref ref-type="bibr" rid="ref97">Greenburg et al., 2020</xref>) the result was similar, as FMS were associated with the same math skills: counting, measurement (length), and shapes. The LAP-D is an instrument used to measure children&#x2019;s academic readiness during preschool education. It includes domains for cognitive development, mathematics, and language, and FMS, which includes tasks to assess FMC and VMI (<xref ref-type="bibr" rid="ref144">Nehring et al., 1992</xref>).</p>
<p>Similarly, in the three studies that used the same instruments for the assessment of both FMS and math skills, the results were similar, i.e., the studies that used the VMI test (<xref ref-type="bibr" rid="ref17">Beery and Beery, 2010</xref>) for the assessment of FMS and the WJ-III (<xref ref-type="bibr" rid="ref209">Woodcock et al., 2001</xref>) for the assessment of math skills recorded a significant association between VMI and the same math skills: addition and subtraction (<xref ref-type="bibr" rid="ref15">Becker et al., 2014</xref>; <xref ref-type="bibr" rid="ref22">Brock et al., 2018</xref>; <xref ref-type="bibr" rid="ref68">Duran et al., 2018</xref>; <xref ref-type="bibr" rid="ref28">Cameron et al., 2019</xref>).</p>
<p>On the other hand, when different instruments were used in the assessment of motor and math skills, the results were different. This suggests that each instrument should measure exactly what it sets out to measure considering the objectives outlined by the researchers (<xref ref-type="bibr" rid="ref167">Roberts and Priest, 2006</xref>; <xref ref-type="bibr" rid="ref140">Mokkink et al., 2010</xref>).</p>
<p>The results of this review may have important implications for the implementation of new strategies for teaching mathematics in preschool, as evidence was sufficient to support the influences of FMS (FMC and VMI) on mathematical academic achievement.</p>
<p>It has also been suggested that math skills are improved primarily from an age-adjusted math teaching intervention, better preparing children for school tasks (<xref ref-type="bibr" rid="ref173">Sarama and Clements, 2004</xref>). However, cognitive skills arise from experiences, motor skills, and sensory-motor skills (<xref ref-type="bibr" rid="ref12">Barsalou, 2010</xref>; <xref ref-type="bibr" rid="ref74">Fischer, 2012</xref>). Most often children learn number skills with the help of objects that are typically small (cubes, buttons, etc.; <xref ref-type="bibr" rid="ref174">Sarama and Clements, 2016</xref>) which requires precise fine motor handling (<xref ref-type="bibr" rid="ref126">Luo et al., 2007</xref>). This handling will only be effective if the child is aware of the quantities represented by the object (<xref ref-type="bibr" rid="ref174">Sarama and Clements, 2016</xref>). If the child has a deficit in FMS, it will be more difficult for the child to assign quantitative meaning to objects because the child will focus more on the fine motor actions than on the quantity of the objects (<xref ref-type="bibr" rid="ref33">Carr and Davis, 2001</xref>). This finding contributes to support that children with learning disabilities in mathematics exhibit the least proficient FMS (<xref ref-type="bibr" rid="ref161">Pieters et al., 2012</xref>). Since FMS can be automated (<xref ref-type="bibr" rid="ref80">Floyer-Lea and Matthews, 2004</xref>), interventions in FMS will be recommended to free up cognitive resources for other learning tasks.</p>
<p>In this sense, the preschool curriculum should include guidelines to promote the development of FMS and thus better prepare children for mathematical learning. But, in order to plan a program to promote the development of FMS, a prior assessment of the child is necessary. However, educators lack training to assess FMS, and thus limitations to design appropriate programs adjusted to the needs (<xref ref-type="bibr" rid="ref89">Gehris et al., 2015</xref>; <xref ref-type="bibr" rid="ref46">Cueto et al., 2017</xref>).</p>
</sec>
<sec id="sec18" sec-type="conclusions">
<label>5.</label>
<title>Conclusion</title>
<p>This systematic review contributes considerably to the literature, as it found only evidence that supports positive associations between FMS, namely FMC and VMI, and mathematical performance in children with typical development in preschool education, with counting being the mathematical skill most associated with FMS (FMC and VMI). The main characteristics of the instruments used showed that the tasks of copying of figures or drawing are the most used to assess VMI and the tasks of handling objects with pinch-like movements are the most used to evaluate FMC. However, it has been recognized that these instruments are usually time consuming and expensive and are generally only administered by experts for this purpose.</p>
<p>Given the importance of FMS in mathematical skills, there is an urgent need to empower educators with tools to enhance the development of FMS in the classroom context. In this sense, early identification of children with difficulties in fine motor skills will help educators to design better strategies for teaching mathematical skills. Since the initial assessment is fundamental to plan an intervention adjusted to the child, it will be necessary to identify instruments with characteristics that allow their application in the classroom context, i.e., that require little administration time, do not require much experience or training, the possibility of being applied to the group/class, few material resources, and the results can be easily interpreted, classified, and associated with mathematical performance.</p>
<sec id="sec19">
<label>5.1.</label>
<title>Limitations</title>
<p>It is essential to recognize that there were also some limitations in this review. First, it is important to point out that there is an evident gap in the literature of studies that report the association between gross motor skills and mathematical performance in preschool children. Second, there is the considerable heterogeneity of instruments used across studies to assess motor and math skills, making it difficult to compare and clearly interpret the results across studies. Third, the fact that some included studies report covariates that may influence the results, such as demographic factors (for example, socioeconomic status) and cognitive factors (such as executive function and its components). Covariates reported by each eligible study were not discussed as they were beyond the scope of this review.</p>
</sec>
<sec id="sec20">
<label>5.2.</label>
<title>Recommendations and implications for future research</title>
<p>In order to allow a more accurate comparison of results between studies in the future, researchers should consider consistent use of valid, reliable, and homogeneous standardized instruments. In addition, studies should control demographic, cognitive and physical confounding factors. Finally, as students with neurodevelopmental disorders attend regular schools, future investigations should also examine the relationships between motor and math skills in this population to inform possible forms of intervention.</p>
</sec>
<sec id="sec21">
<label>5.3.</label>
<title>Recommendations and implications for policies and practices</title>
<p>As it is known that children with FMS difficulties may present negative mathematical performance and given the importance of math performance in future school results, early identification of these difficulties will help educators to design better strategies for teaching math skills. However, although the main instruments reported in the literature accurately assess FMS, these instruments tend to be expensive, time-consuming to administer, require individualized assessments, demand a lot of training and experience, and are usually administered by experts. Thus, the characteristics of most instruments for the evaluation of FMS reveal limitations in the view of our kindergartens&#x2019; reality. In this way, their administration in the classroom context by educators can be very conditioned taking into account the characteristics of most classes, which are very numerous and with very extensive curricula.</p>
<p>Due to its importance for academic success, it is considered that educators should carry out an assessment of the development of FMS to their students, in order to detect possible problems associated with mathematical performance. Eventually, if the child shows development problems in FMS, he/she should be referred for a specialized evaluation by a technician with qualifications for this purpose. For this reason, there is an urgent need for a new instrument to evaluate FMS in preschool education children with the ability to adjust to the reality of our kindergartens, that is, one that requires less administration time, does not require much experience or specialized training, has the possibility of being administered to the group/class in a classroom school context, requires few material resources and produces results that can be easily interpreted, classified and associated with mathematical performance. In this sense, this instrument can be a starting point for the early detection of FMS deficits and, consequently, the referral of the child for a new reassessment by a qualified professional. Furthermore, if the child has problems at this level, he or she may benefit from a timely intervention by a specialist and, consequently, prevent/reduce his/her difficulties in mathematical performance.</p>
<p>However, despite FMS being significantly associated with math performance, these skills also require the involvement of GMS. In this sense, it would be important to know which GMS can have the most influence on FMS so that a possible motor intervention program is more efficient and more likely to be successful.</p>
<p>For future research, we suggest the identification of instruments to assess fine motor skills in preschool children, with characteristics that allow their administration by the educator in the classroom context.</p>
</sec>
</sec>
<sec id="sec22">
<title>Author contributions</title>
<p>PFl: conceptualization and writing draft preparation. PFl, EC, MM-C, and PFo: methodology and research. PFl, MM-C, and PFo: formal analysis. EC, MM-C, and PFo: writing revision and editing and supervision. All authors have read and agreed to the version of the manuscript.</p>
</sec>
<sec id="sec23" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by national funds (FCT&#x2014;Portuguese Foundation for Science and Technology) under the project UIBD/DTP/04045/2020.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
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