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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Educ.</journal-id>
<journal-title>Frontiers in Education</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Educ.</abbrev-journal-title>
<issn pub-type="epub">2504-284X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/feduc.2024.1363132</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Education</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Innovative strategies to strengthen teaching-researching skills in chemistry and biology education: a systematic literature review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Alberto</surname> <given-names>Mera Cabezas Luis</given-names></name>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Viviana</surname> <given-names>Basantes Vaca Carmen</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2617123/overview"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Vladimir</surname> <given-names>Benavides Enr&#x00ED;quez Celso</given-names></name>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Fernanda</surname> <given-names>Parra Alvarez Paulina</given-names></name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff><institution>Facultad de Ciencias de la Educaci&#x00F3;n Humanas y Tecnolog&#x00ED;as, Universidad Nacional de Chimborazo (UNACH)</institution>, <addr-line>Riobamba</addr-line>, <country>Ecuador</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Kim-Phuong L. Vu, California State University, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Watcharee Ketpichainarong, Mahidol University, Thailand</p>
<p>Hector Ramos, University of California, Los Angeles, United States</p>
<p>Habiddin Habiddin, State University of Malang, Indonesia</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Basantes Vaca Carmen Viviana, <email>carmen.basantes@unach.edu.ec</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>9</volume>
<elocation-id>1363132</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Alberto, Viviana, Vladimir and Fernanda.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Alberto, Viviana, Vladimir and Fernanda</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>The dynamic field of scientific education, particularly in chemistry and biology, demands the implementation of innovative teaching strategies, driving the need for continuous research to enhance skills in both educators and students. This systematic literature review (SLR) delves into the evolving landscape of chemistry and biology education research, shedding light on key trends, strategies, and skills. Employing the PRISMA methodology, we scrutinized 81 papers to assess the employment of resources, technologies, and methods conducive to effective learning and research. Searches were conducted in the Scopus and Google Scholar databases, with inclusion criteria spanning English and Spanish studies from the last five years. The analysis reveals a notable shift in recent years, emphasizing the diversification of instructional approaches, integration of sustainable practices, and a heightened focus on fostering essential research skills for both educators and students. The study underscores the significant adaptation to digital tools and virtual environments, potentially influenced by the challenges posed by the COVID-19 pandemic. Remarkable findings include the growing importance of cognitive, social, and emotional competence in student development. This work provides valuable insights for educators, researchers, and policymakers cross-talking the dynamic intersection of teaching and research in chemistry and biology education.</p>
<p><bold>Systematic review registration:</bold> Identifier 001-RS-FCIC-PQB-UNACH-2023.</p>
</abstract>
<kwd-group>
<kwd>chemistry and biology education</kwd>
<kwd>researching</kwd>
<kwd>strategies</kwd>
<kwd>pedagogical innovations</kwd>
<kwd>skills</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="10"/>
<equation-count count="0"/>
<ref-count count="119"/>
<page-count count="19"/>
<word-count count="13127"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Teacher Education</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Education serves as the foundation for national development. In an ever-evolving world marked by daily scientific breakthroughs, the methodologies employed in teaching the sciences must evolve alongside, demanding constant innovation and adaptability. A key aspect of educational goals involves the implementation of teaching strategies to reinforce skills such as curiosity, observation, interpretation, and the cultivation of an open-minded approach (<xref ref-type="bibr" rid="ref56">Johnson, 1962</xref>). These skills are key not only for the academic journey but also for inculcating an attitude that propels students towards greater success in accomplishing their own goals and progressing in their career path.</p>
<p>Chemistry and biology are both challenging sciences that require sophisticated pedagogical methods and models for a complete understanding since they involve sub-microscopic, macroscopic levels, and even symbolic mechanisms (<xref ref-type="bibr" rid="ref57">Johnstone, 1991</xref>; <xref ref-type="bibr" rid="ref97">Senisum et al., 2022</xref>). At the macroscopic level, chemical phenomena are directly observed through their visible properties, such as changes in state, color, density, temperature, and flammability, which facilitates students&#x2019; learning through direct perception. At the submicroscopic level, models explain these properties based on the arrangement and behavior of ions, atoms, and molecules on a nanometric scale. The symbolic level employs equations and chemical formulas to mathematically represent the phenomena observed and explained at the other two levels. It is crucial for students to deeply understand chemistry by integrating the macroscopic, submicroscopic, and symbolic levels into their learning (<xref ref-type="bibr" rid="ref17">Bedin et al., 2023</xref>).</p>
<p>The role of teachers becomes essential to properly transmit or inhibit learning (<xref ref-type="bibr" rid="ref20">Blonder et al., 2023</xref>). Adopting new strategies and technologies strongly supported education continuing during the COVID-19 pandemic (<xref ref-type="bibr" rid="ref13">Ballaz et al., 2023</xref>) which has already given good results, and such technologies have been implemented in the current education landscape (<xref ref-type="bibr" rid="ref40">Gonz&#x00E1;lez-Villavicencio and Estrella-Flores, 2023</xref>).</p>
<p>A notable example of the integration of new technologies and strategies is blended learning, an educational approach that supplements traditional in-person instruction with online teaching (<xref ref-type="bibr" rid="ref16">Bautista-Arpi et al., 2023</xref>; <xref ref-type="bibr" rid="ref99">Setiawan et al., 2023</xref>). This integration demands the implementation of various strategies, including the incorporation of Information Communication Technologies (ICTs) into teaching and learning processes (<xref ref-type="bibr" rid="ref88">Ratheeswari, 2018</xref>). Concurrently, continuous advancements in pedagogical strategies have raised a dynamic equilibrium among Technology, Pedagogy, and Content Knowledge (TPACK framework) (<xref ref-type="bibr" rid="ref61">Koehler and Mishra, 2009</xref>). Another innovative method involves the utilization of Customized Pedagogical Kits (CPKs), allowing the tailoring of pedagogical activities to meet the unique needs of students, thereby enhancing comprehension of complex concepts (<xref ref-type="bibr" rid="ref34">Easa and Blonder, 2022</xref>). This multifaceted integration of frameworks and tools reflects an ongoing commitment to enriching the educational landscape through thoughtful and adaptive methodologies.</p>
<p>The distinctiveness of scientific pedagogy, particularly in chemistry and biology, lies in its emphasis on teaching students not only what to learn but also how to learn effectively. The objective is to instill in students the ability to unravel ideas, disseminate information, and articulate topics related to the everyday world, all rooted in scientific evidence. Crucially, involving students in early research is paramount to fostering the discovery of knowledge and cultivating scientific skills, commonly referred to as science process skills (<xref ref-type="bibr" rid="ref38">Funk, 1985</xref>). Chemistry and biology necessitate experiences beyond the confines of the traditional classroom and textbooks. Engaging in experimental practices, often guided by &#x201C;cookbook&#x201D; instructions, becomes instrumental. These hands-on experiences in the laboratory not only provide a platform for exploring intriguing practices but also serve as a catalyst for discoveries or simply, the joy of learning. Therefore, laboratory practices, or practical work, can serve as a bridge, enabling teachers to connect their instructional methods with their research duties (<xref ref-type="bibr" rid="ref21">Bradforth et al., 2015</xref>).</p>
<p>A limited number of systematic literature reviews (SLRs) addressing the interplay between teaching and research processes in chemistry and biology education have been conducted thus far. For example, <xref ref-type="bibr" rid="ref29">Chiu (2021)</xref> explored 45 papers on digital technologies in chemical education and identified augmented reality (AR) and virtual reality (VR) as prominent technologies over the past decade. Additionally, eye-tracking experiments and learning analytics were recognized as supporting educational research (<xref ref-type="bibr" rid="ref29">Chiu, 2021</xref>). <xref ref-type="bibr" rid="ref19">Bellou et al. (2018)</xref> conducted an SLR of 43 papers, providing a comprehensive overview of digital learning technologies in chemistry. Their analysis emphasized constructivism and highlighted visualizations and simulations as the primary technologies for representing the abstract scientific world (<xref ref-type="bibr" rid="ref19">Bellou et al., 2018</xref>). <xref ref-type="bibr" rid="ref4">Agustian et al. (2022)</xref> focused on laboratory competence, reviewing 136 papers and highlighting disciplinary learning, higher-order thinking, epistemic learning, transversal competence, and the affective sphere. <xref ref-type="bibr" rid="ref79">Oliveira and Bonito (2023)</xref> concentrated on practical work in science education, reviewing 53 studies and emphasizing the importance of material handling, competence in scientific processes, enhanced understanding of the nature of science, and the mobilization of scientific knowledge together with minds-on method (<xref ref-type="bibr" rid="ref79">Oliveira and Bonito, 2023</xref>).</p>
<p>Socio-scientific issues in chemistry education were explored by <xref ref-type="bibr" rid="ref25">&#x00C7;al&#x0131;k and Wiyarsi (2021)</xref>, who analyzed 65 papers, emphasizing opportunities to make chemistry learning and chemical literacy sustainable (<xref ref-type="bibr" rid="ref25">&#x00C7;al&#x0131;k and Wiyarsi, 2021</xref>). In biology, <xref ref-type="bibr" rid="ref99">Setiawan et al. (2023)</xref> stood out by reviewing 23 papers related to blended learning implementation, highlighting challenges, diverse strategies employed, and perceptions. <xref ref-type="bibr" rid="ref44">Gumanov&#x00E1; and &#x0160;ukolov&#x00E1; (2022)</xref> conducted an SLR analyzing the competence of university teachers based on 35 studies as a means of assessing teaching quality.</p>
<p>Despite many SLRs exploring multiple databases, the overall number of articles is often limited, and many fail to provide a robust quality assessment process, posing a risk of bias. This paper introduces, for the first time, a comprehensive compilation of strategies applicable across various learning environments within the experimental sciences of chemistry and biology. Our analysis of 81 studies obeys the rigorous systematic structure outlined in the PRISMA statement (<xref ref-type="bibr" rid="ref80">Page et al., 2021</xref>). This approach enables the presentation of quantitative insights into the key characteristics of the state-of-the-art in the last five years. Additionally, it unveils the principal strategies, tools, and skills crucial for fostering a culture of learning and teaching grounded in research.</p>
<p>Conducting a literature review on strategies to strengthen teaching-research skills in chemistry and biology education is crucial for identifying trends and gaps in research, understanding the population categories and specific areas most benefited, and recognizing the innovative methodologies and tools utilized. This will enhance the professional development of educators, improve educational quality, and ensure that policy and curricular decisions are based on robust evidence, aligning with the needs of society and the labor market. Furthermore, these disciplines are not only essential for understanding the natural world and scientific innovation, but they also serve as cornerstones in shaping future scientists and informed citizens. Integrating research into teaching not only enhances students&#x2019; theoretical and practical understanding but also fosters the development of critical skills such as analytical thinking, problem-solving, and creativity. This not only prepares students better for careers in the sciences but also promotes a culture of research and discovery from an early age, crucial for addressing global challenges and advancing scientific and technological knowledge in the future.</p>
<p>The present SLR aims to analyze a compendium of articles on the current strategies for educational research in chemistry and biology to improve learning environments and strengthen the research abilities of chemistry and biology pedagogues. Through the present SLR, we answer the following five (5) research questions (RQ):</p>
<disp-quote>
<p><bold>RQ1:</bold> What are the bibliographic characteristics (country, year of publication, publishing journal, and main keywords) of research in chemistry and biology education?</p>
</disp-quote>
<disp-quote>
<p><bold>RQ2:</bold> What are the main population categories and specific areas of chemistry and biology in the research?</p>
</disp-quote>
<disp-quote>
<p><bold>RQ3:</bold> What research design strategies are employed in research in chemistry and biology education?</p>
</disp-quote>
<disp-quote>
<p><bold>RQ4:</bold> What tools are used to promote innovation in teaching and research in chemistry and biology?</p>
</disp-quote>
<disp-quote>
<p><bold>RQ5:</bold> What are the key skills to strengthen the teaching-research process in chemistry and biology?</p>
</disp-quote>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<p>The PRISMA methodology was employed to conduct the research, ensuring transparency and reproducibility in the literature review. This approach establishes clear steps to identify, select, evaluate, and synthesize relevant studies, reducing bias and ensuring the quality of the review process (<xref ref-type="bibr" rid="ref80">Page et al., 2021</xref>). By following the PRISMA methodology, the identification of pertinent sources of information is promoted, enhancing the robustness of the research by relying on solid evidence. Furthermore, it facilitates the reproducibility of results, contributing to the advancement of knowledge in the field and their effective utilization by other researchers and professionals in the future.</p>
<sec id="sec3">
<label>2.1</label>
<title>Sources of information and eligibility and exclusion criteria</title>
<p>For this research, scientific databases Scopus and Google Scholar were utilized, chosen for their recognition within the academic community due to the breadth and depth of their content, encompassing a wide variety of disciplines and publications from prominent global publishers. The data for this group were gathered on November 11, 2023. The same databases were subsequently employed for the extraction of candidate studies following the application of the search string on the same date. These databases aggregate information from prominent publishers globally, including but not limited to the American Chemical Society, IOP Publishing Ltd., MDPI, American Institute of Physics Inc., Oxford University Press, American Society for Cell Biology, Routledge, John Wiley and Sons Inc., Society for Research and Knowledge Management, International Council of Associations for Science Education (ICASE), Walter de Gruyter GmbH, among others.</p>
<p>Once the relevant sources of information were identified, criteria for both inclusion and exclusion were established through specific search parameters. These criteria were designed with the aim of selecting studies that were relevant, recent, and directly related to the topic under study. The development of clear and specific criteria helps to maintain uniformity in the sample, enabling a more precise and consistent evaluation of the results obtained.</p>
<p>The inclusion and exclusion criteria for the depuration of the articles are as follows:</p>
<p><bold>Inclusion criteria:</bold></p>
<list list-type="bullet">
<list-item><p>Research and empirical studies of research in chemistry and biology education</p></list-item>
<list-item><p>Articles published between the years 2019 to 2023</p></list-item>
<list-item><p>Articles written in English and Spanish language</p></list-item>
<list-item><p>Journal articles, conference papers, thesis/dissertation</p></list-item>
<list-item><p>Published articles</p></list-item>
</list>
<p><bold>Exclusion criteria</bold></p>
<list list-type="bullet">
<list-item><p>Studies with scopes that do not relate to education</p></list-item>
<list-item><p>Retracted articles and errata</p></list-item>
<list-item><p>Do not present a complete typical article structure</p></list-item>
<list-item><p>Review articles, working papers, pre-prints, books, and book chapters</p></list-item>
<list-item><p>Non-English and non-Spanish articles</p></list-item>
</list>
<p>To initiate the search for studies in the selected database, a specific process was undertaken. Firstly, a control group consisting of 20 studies was established to establish a foundation of information, keywords, and approaches closely linked to the research topic. From this initial selection, the most recurrent keywords were identified, which were then used in the search for relevant studies addressing the research questions. This preliminary step allowed for the construction of a well-founded search string. Subsequently, the identified keywords were grouped by thematic blocks, as presented below.</p>
<list list-type="bullet">
<list-item><p><bold>Focus</bold>: &#x201C;research tool&#x201D; OR &#x201C;research skill&#x201D; OR &#x201C;research strategy&#x201D; OR &#x201C;research instruments&#x201D; OR &#x201C;science process&#x201D; OR &#x201C;research&#x201D;</p></list-item>
<list-item><p><bold>Area</bold>: &#x201C;chemistry&#x201D; OR &#x201C;biology&#x201D;</p></list-item>
<list-item><p><bold>Population</bold>: &#x201C;professor&#x201D; OR &#x201C;teacher&#x201D; OR &#x201C;university&#x201D; OR &#x201C;education&#x201D; OR &#x201C;learning&#x201D;</p></list-item>
</list>
<p>After finalizing this process, search strings were formulated for both the Scopus and Google Scholar databases, integrating the predefined inclusion and exclusion criteria. The ultimate search strings employed were as follows:</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Scopus</title>
<p>(TITLE (&#x201C;research tool&#x201D; OR &#x201C;research skill&#x201D; OR &#x201C;research strategy&#x201D; OR &#x201C;research instruments&#x201D; OR &#x201C;science process&#x201D; OR research) AND TITLE (chemistry OR biology) AND TITLE (professor OR teacher OR university OR education OR learning)) AND (LIMIT-TO (PUBSTAGE, &#x201C;final&#x201D;)) AND (LIMIT-TO (DOCTYPE, &#x201C;ar&#x201D;) OR LIMIT-TO (DOCTYPE, &#x201C;cp&#x201D;)) AND (LIMIT-TO (PUBYEAR, 2019) OR LIMIT-TO (PUBYEAR, 2020) OR LIMIT-TO (PUBYEAR, 2021) OR LIMIT-TO (PUBYEAR, 2022) OR LIMIT-TO (PUBYEAR, 2023)) AND (LIMIT-TO (LANGUAGE, &#x201C;English&#x201D;) OR LIMIT-TO (LANGUAGE, &#x201C;Spanish&#x201D;))</p>
<p>Total: 109 paper</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Google scholar</title>
<p>allintitle: &#x201C;research tool&#x201D; OR &#x201C;research skill&#x201D; OR &#x201C;research strategy&#x201D; OR instruments OR &#x201C;science process&#x201D;&#x2009;+&#x2009;chemistry OR biology + university OR professor OR teacher OR university OR education OR learning.</p>
<p><italic>Set up:</italic> Specific interval: 2019&#x2013;2023</p>
<p>Search only pages in Spanish and English</p>
<p>Total: 50 paper</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Search strategy and selection process</title>
<p>Once the search was completed, a total of 159 studies were retrieved. For the initial selection phase, the title, abstract, and keywords of each study were examined. In this review process, all four authors participated, each assuming specific roles as reviewer, arbitrator, and final decision-maker. In case of discrepancies between the reviewer and the arbitrator, additional discussions were held to reach a consensus. This also contributed to the appropriate selection of studies and the reduction of bias risk. The entire process was conducted manually, without using any automation tools.</p>
<table-wrap position="anchor" id="tab1">
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td align="left" valign="top">Researcher 1</td>
<td align="left" valign="top">Collects and reviews studies from 1 to 40</td>
<td align="left" valign="top">arbitrates from 121 to 156</td>
</tr>
<tr>
<td align="left" valign="top">Researcher 2</td>
<td align="left" valign="top">Collects and reviews studies from 41 to 80</td>
<td align="left" valign="top">arbitrates from 81 to 120</td>
</tr>
<tr>
<td align="left" valign="top">Researcher 3</td>
<td align="left" valign="top">Collects and reviews studies from 81 to 120</td>
<td align="left" valign="top">arbitrates from 41 to 80</td>
</tr>
<tr>
<td align="left" valign="top">Researcher 4</td>
<td align="left" valign="top">Collects and reviews studies from 121 to 156</td>
<td align="left" valign="top">arbitrates from 1 to 40</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Data collection process</title>
<p>The collection of studies involved obtaining the primary studies (81) in a PDF for-mat with complete text. Research papers specifying details such as the sample size, research strategies, tools used, and the results obtained in an educational context were preferred. Subsequently, we applied the content analysis method to each study. This analysis was carried out by the four authors of this article. The entire set of articles was distributed equally among the four researchers to collect. The complete table for data collection is available in the <xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref> (SM1_PQB_Results) under the Data Processing tab.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Data items</title>
<p>The items under study in this research fall into four primary categories: general bibliometrics, educational context, strategies utilized in the teaching-research process within chemistry and biology education, and skills strengthened. General bibliometrics involves details such as the year of publication, source, publisher, country, and authors. The educational context was determined by the specified study group in each research, comprising students or teachers, and incorporating aspects related to the educational level, subject, and specific topic under analysis. The strategies were categorized into methods, techniques, pedagogical tools, and digital tools. Finally, the skills reported in each research were compiled and categorized. The processing of this information was supported by the Pandas package from Python v3.12. Some network visualizations were generated using VOSviewer software.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Study risk of bias assessment and effect measures</title>
<p>As mentioned earlier, for both the initial study selection phase and the primary study selection, a comprehensive review and analysis of the studies were conducted by the four authors of the study, who assumed specific roles as reviewers, arbitrators, and final decision-makers. In cases where discrepancies arose between the reviewer and the arbitrator, additional discussions were held to reach a consensus. This approach ensures the reduction of bias risk and ensures that the selected studies meet the inclusion criteria for the research. The implementation of clear and systematic procedures in its execution helped minimize the likelihood of biases introduced by the authors. Quality assessment was based on the representativity of each item, considering the total studies included in the review and the number of studies included in each research question, mean, median, and confidence ranges were computed for each RQ.</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Synthesis methods</title>
<p>A comprehensive analysis of the 81 included studies was undertaken through a full-text examination. Each item was systematically tabulated within a matrix in Microsoft Excel that encompassed key details, including the title, author, country, utilized strategies (methods, techniques, tools, and skills), discipline, and educational level.</p>
<table-wrap position="anchor" id="tab2">
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td align="left" valign="top">Researcher 1</td>
<td align="left" valign="top">Analyzes studies from 1 to 20</td>
<td align="left" valign="top">Arbitrates from 61 to 81</td>
</tr>
<tr>
<td align="left" valign="top">Researcher 2</td>
<td align="left" valign="top">Analyzes studies from 21 to 40</td>
<td align="left" valign="top">Arbitrates from 41 to 60</td>
</tr>
<tr>
<td align="left" valign="top">Researcher 3</td>
<td align="left" valign="top">Analyzes studies from 41 to 60</td>
<td align="left" valign="top">Arbitrates from 21 to 40</td>
</tr>
<tr>
<td align="left" valign="top">Researcher 4</td>
<td align="left" valign="top">Analyzes studies from 61 to 81</td>
<td align="left" valign="top">Arbitrates from 1 to 20</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec11">
<label>2.9</label>
<title>Reporting bias assessment</title>
<p>Bias reporting relied on evaluating the representativity percentage, which was computed based on the research papers&#x2019; content capability to address the proposed RQs. For each specific RQ, assessment factors were calculated using a scale categorizing the quality of studies as high, medium, or low. The corresponding tables are presented in the Results section.</p>
</sec>
<sec id="sec12">
<label>2.10</label>
<title>Certainty assessment</title>
<p>Certainty assessment relied on the careful selection of statistically representative groups of information extracted during the study processing. In other words, the trending parameters, capable of addressing the RQs, are highlighted in the main body of the present SLR. However, for a comprehensive overview of the processing and selection, a detailed table is provided in the <xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, in the Excel workbook named SM1_PQB_Results.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<label>3</label>
<title>Results</title>
<sec id="sec14">
<label>3.1</label>
<title>Study selection</title>
<p>Our cohort of candidate studies initially comprised 159 research articles obtained employing the search string as previously described. As shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>, two duplicates were identified among the databases Scopus and Google Scholar and one document was unavailable. Following the screening process based on exclusion and inclusion criteria, 75 studies were excluded. After thorough individual analysis, 81 studies identified by type of research and design successfully addressed the research questions and fell within the scope of the study. Consequently, all 81 studies were retrieved as full-text documents and were considered as primary studies for comprehensive review.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA flow diagram of the literature selection process.</p>
</caption>
<graphic xlink:href="feduc-09-1363132-g001.tif"/>
</fig>
</sec>
<sec id="sec15">
<label>3.2</label>
<title>Study characteristics</title>
<sec id="sec16">
<label>3.2.1</label>
<title>Bibliographic characteristics of research in chemistry and biology education (RQ1)</title>
<p>This review aims to comprehensively analyze the landscape of research in chemical and biological education over the last five years, as proposed in RQ1. <xref ref-type="table" rid="tab3">Table 1</xref> and <xref ref-type="fig" rid="fig2">Figure 2</xref> provide a country-wise categorization, offering a geographical overview of the diversity within this field. Notably, the majority of articles originate from Asia (41.98%), followed by North America (34.57%), Europe (13.58%), Africa (6.17%), and South America (3.70%). Noteworthy is Indonesia&#x2019;s prominence as the leading contributor with 28 articles, surpassing the USA (23), Canada (5), Nigeria (4), and both Brazil and Germany (3 each). The significance lies in the observation that the top 10 contributing countries encompass a combination of developed and developing nations, as presented in <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p>
<table-wrap position="float" id="tab3">
<label>Table 1</label>
<caption>
<p>Classification of the studies by countries.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Country</th>
<th align="center" valign="middle">Studies</th>
<th align="center" valign="middle">N&#x00B0; of studies</th>
<th align="center" valign="middle">Representativity (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" style="background-color:#a6a6a6" colspan="4">Europe</td>
</tr>
<tr>
<td align="left" valign="middle">Germany</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref117">Zowada et al. (2020)</xref>, <xref ref-type="bibr" rid="ref42">Graulich et al. (2022)</xref>, and <xref ref-type="bibr" rid="ref66">Linkwitz and Eilks (2022)</xref></td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle" rowspan="7">13.58</td>
</tr>
<tr>
<td align="left" valign="middle">Spain</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref5">Amer et al. (2022)</xref> and <xref ref-type="bibr" rid="ref67">L&#x00F3;pez-Mart&#x00ED;nez and Mart&#x00ED;nez (2023)</xref></td>
<td align="center" valign="middle">2</td>
</tr>
<tr>
<td align="left" valign="middle">Ukraine</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref76">Nechypurenko et al. (2020</xref>, <xref ref-type="bibr" rid="ref77">2023)</xref></td>
<td align="center" valign="middle">2</td>
</tr>
<tr>
<td align="left" valign="middle">Finland</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref83">Pernaa et al. (2022)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">Netherlands</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref107">Van Dulmen et al. (2022)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">Serbia</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref114">Zeljic (2021)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">United Kingdom</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref81">Parsons and Sarju (2023)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle" style="background-color:#a6a6a6" colspan="4">North America</td>
</tr>
<tr>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref23">Burley et al. (2019</xref>, <xref ref-type="bibr" rid="ref24">2021)</xref>, <xref ref-type="bibr" rid="ref69">Mack et al. (2019)</xref>, <xref ref-type="bibr" rid="ref3">Aguillon et al. (2020)</xref>, <xref ref-type="bibr" rid="ref43">Guarracino (2020)</xref>, <xref ref-type="bibr" rid="ref63">Kottmeyer et al. (2020)</xref>, <xref ref-type="bibr" rid="ref91">Ross et al. (2020)</xref>, <xref ref-type="bibr" rid="ref92">Rubush and Stone (2020)</xref>, <xref ref-type="bibr" rid="ref112">Welch (2020)</xref>, <xref ref-type="bibr" rid="ref45">Guo et al. (2021)</xref>, <xref ref-type="bibr" rid="ref65">Lee et al. (2021)</xref>, <xref ref-type="bibr" rid="ref95">Scott et al. (2021)</xref>, <xref ref-type="bibr" rid="ref96">Segura-Totten et al. (2021)</xref>, <xref ref-type="bibr" rid="ref108">Vance-Chalcraft et al. (2021)</xref>, <xref ref-type="bibr" rid="ref110">Villalta-Cerdas et al. (2021)</xref>, <xref ref-type="bibr" rid="ref15">Barr et al. (2022)</xref>, <xref ref-type="bibr" rid="ref28">Chen-Musgrove et al. (2022)</xref>, <xref ref-type="bibr" rid="ref33">Donegan et al. (2022)</xref>, <xref ref-type="bibr" rid="ref47">Hamers et al. (2022)</xref>, <xref ref-type="bibr" rid="ref64">Kulesza et al. (2022)</xref>, <xref ref-type="bibr" rid="ref84">Polik and Schmidt (2022)</xref>, <xref ref-type="bibr" rid="ref102">Stelz-Sullivan et al. (2022)</xref>, and <xref ref-type="bibr" rid="ref101">States et al. (2023)</xref></td>
<td align="center" valign="middle">23</td>
<td align="center" valign="middle" rowspan="2">34.57</td>
</tr>
<tr>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref111">Weir et al. (2019)</xref>, <xref ref-type="bibr" rid="ref35">Elbassiouny et al. (2020)</xref>, <xref ref-type="bibr" rid="ref50">Hills et al. (2020)</xref>, <xref ref-type="bibr" rid="ref32">Deng et al. (2021)</xref>, and <xref ref-type="bibr" rid="ref109">Vanderzwaag et al. (2021)</xref></td>
<td align="center" valign="middle">5</td>
</tr>
<tr>
<td align="left" valign="middle" style="background-color:#a6a6a6" colspan="4">South America</td>
</tr>
<tr>
<td align="left" valign="middle">Brazil</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref14">Baptista and Araujo (2019)</xref>, <xref ref-type="bibr" rid="ref98">Sentanin et al. (2021)</xref>, <xref ref-type="bibr" rid="ref17">Bedin et al. (2023)</xref></td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">3.70</td>
</tr>
<tr>
<td align="left" valign="middle" style="background-color:#a6a6a6" colspan="4">Asia</td>
</tr>
<tr>
<td align="left" valign="middle">Indonesia</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref10">Asy&#x2019;ari et al. (2019)</xref>, <xref ref-type="bibr" rid="ref46">Hadisaputra et al. (2019)</xref>, <xref ref-type="bibr" rid="ref54">Irwanto et al. (2019)</xref>, <xref ref-type="bibr" rid="ref68">Lukitasari et al. (2019)</xref>, <xref ref-type="bibr" rid="ref75">Narulita et al. (2019)</xref>, <xref ref-type="bibr" rid="ref86">Ramdiah and Royani (2019)</xref>, <xref ref-type="bibr" rid="ref104">Susanti et al. (2019)</xref>, <xref ref-type="bibr" rid="ref37">Fauzi et al. (2020)</xref>, <xref ref-type="bibr" rid="ref48">Hariati et al. (2020)</xref>, <xref ref-type="bibr" rid="ref58">Juniar et al. (2020</xref>, <xref ref-type="bibr" rid="ref59">2021)</xref>, <xref ref-type="bibr" rid="ref49">Herda et al. (2020)</xref>, <xref ref-type="bibr" rid="ref73">Mataniari et al. (2020)</xref>, <xref ref-type="bibr" rid="ref82">Permatasari et al. (2020)</xref>, <xref ref-type="bibr" rid="ref90">Rohaeti and Prodjosantoso (2020)</xref>, <xref ref-type="bibr" rid="ref6">Anita et al. (2021)</xref>, <xref ref-type="bibr" rid="ref7">Aripin et al. (2021)</xref>, <xref ref-type="bibr" rid="ref8">Aryanti et al. (2021)</xref>, <xref ref-type="bibr" rid="ref51">Huda and Rohaeti (2021)</xref>, <xref ref-type="bibr" rid="ref55">Ivana et al. (2021)</xref>, <xref ref-type="bibr" rid="ref85">Putri et al. (2021)</xref>, <xref ref-type="bibr" rid="ref103">Sugiati and Harahap (2021)</xref>, <xref ref-type="bibr" rid="ref105">Susilo and Sudrajat (2021)</xref>, <xref ref-type="bibr" rid="ref113">Widianti et al. (2021)</xref>, <xref ref-type="bibr" rid="ref119">Zulaikha et al. (2021)</xref>, <xref ref-type="bibr" rid="ref71">Maknun et al. (2022)</xref>, <xref ref-type="bibr" rid="ref97">Senisum et al. (2022)</xref>, and <xref ref-type="bibr" rid="ref53">Irwanto (2023)</xref></td>
<td align="center" valign="middle">28</td>
<td align="center" valign="middle" rowspan="6">41.98</td>
</tr>
<tr>
<td align="left" valign="middle">Israel</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref87">Rap et al. (2020)</xref> and <xref ref-type="bibr" rid="ref20">Blonder et al. (2023)</xref></td>
<td align="center" valign="middle">2</td>
</tr>
<tr>
<td align="left" valign="middle">Thailand</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref60">Kaanklao and Suwathanpornkul (2020)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">India</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref94">Savarimuthu and Susairaj (2022)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">Kazakhstan</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref93">Salybekova et al. (2021)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">Philippines</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref39">Garcia et al. (2022)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle" style="background-color:#a6a6a6" colspan="4">Africa</td>
</tr>
<tr>
<td align="left" valign="middle">Nigeria</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref1">Abduldayan et al. (2021)</xref>, <xref ref-type="bibr" rid="ref2">Abumchukwu et al. (2021)</xref>, <xref ref-type="bibr" rid="ref36">Ewim and Opateye (2021)</xref>, and <xref ref-type="bibr" rid="ref78">Ngozi (2021)</xref></td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle" rowspan="2">6.17</td>
</tr>
<tr>
<td align="left" valign="middle">Tanzania</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref18">Beichumila et al. (2022)</xref>
</td>
<td align="center" valign="middle">1</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Number of studies by countries.</p>
</caption>
<graphic xlink:href="feduc-09-1363132-g002.tif"/>
</fig>
<p><xref ref-type="fig" rid="fig3">Figure 3</xref> illustrates the trend in the number of publications reported in the current study over the past five years. It reveals a growth pattern, starting with 12 published studies in 2019, reaching a peak of 26 in 2021, and subsequently declining to 6 studies in the fall of 2023.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Number of studies published from the year 2019 to 2023.</p>
</caption>
<graphic xlink:href="feduc-09-1363132-g003.tif"/>
</fig>
<p>The journals that contribute to the majority of the articles presented in this SLR are presented in <xref ref-type="fig" rid="fig4">Figure 4</xref>. The analysis reveals a significant contribution of articles from the Journal of Chemical Education (<italic>n</italic>&#x2009;=&#x2009;11 studies), followed by the Journal of Physics: Conference Series (8), with Education Sciences (5) in the third position. <xref ref-type="fig" rid="fig5">Figure 5</xref> further outlines the primary publishers in the field over the last five years. Foremost among them is the American Chemical Society (ACS) (<italic>n</italic>&#x2009;=&#x2009;11), succeeded by IOP Publishing Ltd. (7) from the United Kingdom, and in third place is MDPI (5) from Switzerland.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Top ten preferred journals for publishing in the field.</p>
</caption>
<graphic xlink:href="feduc-09-1363132-g004.tif"/>
</fig>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Top ten publishers of the reviewed articles.</p>
</caption>
<graphic xlink:href="feduc-09-1363132-g005.tif"/>
</fig>
<p>We conducted an analysis of keywords extracted from the studies within our SLR. In total, 406 keywords were identified from both author-provided keywords and indexed terms. The analysis focused on keywords appearing at least twice in the studies, resulting in the identification of 86 keywords meeting this frequency threshold. <xref ref-type="fig" rid="fig6">Figure 6</xref> presents a network visualization illustrating the interconnections among these keywords, organized into four clusters normalized by association strength. The most frequent keywords are student/students (22), human/humans (16), biology (13), education (7), and university (6).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Network analysis of keywords.</p>
</caption>
<graphic xlink:href="feduc-09-1363132-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="sec17">
<label>3.3</label>
<title>Results of syntheses</title>
<sec id="sec18">
<label>3.3.1</label>
<title>Population categories and specific areas of chemistry and biology present in research (RQ2)</title>
<p>After scrutinizing each of the 81 articles included in the SLR, our analysis, as shown in <xref ref-type="fig" rid="fig7">Figure 7</xref>, reveals that 60.49% of the educational research articles in chemistry and biology are centered on student-focused research. This is further broken down into research on undergraduate students (27), high school students (14), and senior high school students (8). Additionally, the remaining 39.51% examine the dynamics of teachers. Among these, a substantial number focus on pedagogical aspects related to prospective or future teachers (18), while 11 of them delve into teachers&#x2019; aspects in general, and 3 are studies specifically centered on high school teachers.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Educational level of the sample population described in the reviewed articles. Blue palette represents students&#x2019; analyses and purple one, teachers.</p>
</caption>
<graphic xlink:href="feduc-09-1363132-g007.tif"/>
</fig>
<p>Concerning the specific topics explored in the studies covered in this SLR, as shown in <xref ref-type="table" rid="tab4">Table 2</xref>, it is noteworthy that 51.85% relate to the field of chemistry (<italic>n</italic>&#x2009;=&#x2009;45), while 48.15% are centered on biology (<italic>n</italic>&#x2009;=&#x2009;36). These results underscore a relatively even distribution of studies between the domains of biology and chemistry, indicating a diverse and comprehensive coverage of various research areas within each discipline. In the field of biology, alongside the prominent focus on basic biology (11.48%), which is essential for understanding fundamental life principles, there is significant interest in botanical studies (8.20%) and cellular biology (6.56%). These areas are critical both for preserving plant biodiversity and advancing our understanding of essential cellular processes.</p>
<table-wrap position="float" id="tab4">
<label>Table 2</label>
<caption>
<p>Specific disciplines in the educational context of chemical and biology.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Topic</th>
<th align="left" valign="top">Branch</th>
<th align="left" valign="top">Specific disciplines</th>
<th align="left" valign="top">Studies&#x2019; ID</th>
<th align="center" valign="top">N&#x00B0; of studies</th>
<th align="center" valign="top">Representativity (%) studies addressing RQ2&#x2009;=&#x2009;61</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="6">Biology</td>
<td align="left" valign="middle">Basic biology</td>
<td align="left" valign="middle">General and foundational courses</td>
<td align="left" valign="middle">PS3, PS25, PS26, PS35, PS76, PS78, PS61</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">11.48</td>
</tr>
<tr>
<td align="left" valign="middle">Botany</td>
<td align="left" valign="middle">Botany, fungi affecting vegetables, plant cell material, plant physiology, pollinators</td>
<td align="left" valign="middle">PS55, PS60, PS68, PS62, PS46</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">8.20</td>
</tr>
<tr>
<td align="left" valign="middle">Cell biology</td>
<td align="left" valign="middle">Cell and molecular biology, structure and function of cells in the reproductive system, plant cell material</td>
<td align="left" valign="middle">PS74, PS32, PS49, PS68</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">6.56</td>
</tr>
<tr>
<td align="left" valign="middle">Ecology and biodiversity</td>
<td align="left" valign="middle">Ecology, ethnobiology, evolutionary biology and biodiversity, nature</td>
<td align="left" valign="middle">PS42, PS67, PS77</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Physiology</td>
<td align="left" valign="middle">Physiology, systems of the human body</td>
<td align="left" valign="middle">PS12, PS53, PS28</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Microbiology</td>
<td align="left" valign="middle">Protists, COVID-19 Literacy</td>
<td align="left" valign="middle">PS81, PS72</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">3.28</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="6">Chemistry</td>
<td align="left" valign="middle">General chemistry</td>
<td align="left" valign="middle">Foundational and introductory</td>
<td align="left" valign="middle">PS5, PS8, PS41, PS71, PS10, PS13, PS16, PS17, PS20, PS21, PS37, PS56, PS65</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">21.31</td>
</tr>
<tr>
<td align="left" valign="middle">Environmental chemistry</td>
<td align="left" valign="middle">Atmospheric chemistry, environmental chemistry, green chemistry, green pesticides, chemical biology</td>
<td align="left" valign="middle">PS63, PS2, PS39, PS50, PS70, PS52, PS57</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">11.48</td>
</tr>
<tr>
<td align="left" valign="middle">Analytic chemistry</td>
<td align="left" valign="middle">Analytical chemistry practicum, qualitative chemistry, separating mixtures, separation techniques</td>
<td align="left" valign="middle">PS51, PS22, PS69, PS80, PS23</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">8.20</td>
</tr>
<tr>
<td align="left" valign="middle">Structural chemistry</td>
<td align="left" valign="middle">3D molecular structure, modern chemistry (spectroscopy and photochemistry), quantum chemistry</td>
<td align="left" valign="middle">PS30, PS7, PS19</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Thermodynamic and kinetics</td>
<td align="left" valign="middle">Chemical equilibrium, colligative properties, solutions</td>
<td align="left" valign="middle">PS65, PS9, PS59</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Inorganic chemistry</td>
<td align="left" valign="middle">Ionic Liquids, Oxidation State of CuS</td>
<td align="left" valign="middle">PS1, PS31</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">3.28</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Education support</td>
<td align="left" valign="middle">Research in Chemistry and Biology Education</td>
<td align="left" valign="middle">Science Process Skills (SPS), epistemic development, evidence validity, research data management, multidisciplinary research</td>
<td align="left" valign="middle">PS42, PS45, PS54, PS36, PS33, PS73, PS14, PS24, PS47, PS38, PS20, PS15, PS27</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">21.31</td>
</tr>
<tr>
<td align="left" valign="middle">Citizenship and Inclusion</td>
<td align="left" valign="middle">Citizen science, diversity and inclusion, ethnochemistry</td>
<td align="left" valign="middle">PS42, PS29, PS43, PS44, PS48, PS73</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">9.84</td>
</tr>
<tr>
<td align="left" valign="middle">Technology</td>
<td align="left" valign="middle">Information and Communication Technology (ICT); Cutting edge chemistry</td>
<td align="left" valign="middle">PS40, PS4</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">3.28</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Conversely, in the field of chemistry, in addition to the predominance of studies in general chemistry (21.31%), spanning from theoretical chemistry to practical applications across various industries, there is notable attention to studies in environmental chemistry (11.48%) and analytical chemistry (8.20%). These areas are crucial for addressing environmental challenges and enhancing chemical analysis techniques, respectively, reflecting a comprehensive approach in the application of chemistry to solve contemporary issues.</p>
<p>Notably, we introduced a classification system to delineate specific aspects related to education in chemistry and biology. This revealed that the majority of studies primarily concentrate on promoting scientific research within their contextual domain (21.31%). Furthermore, there is discernible interest in themes such as citizen engagement, diversity, and inclusion within these sciences (9.84%). Lastly, the incorporation of technologies in education emerges as an additional area of focus, albeit to a lesser extent (3.28%).</p>
</sec>
<sec id="sec19">
<label>3.3.2</label>
<title>Research design strategies are used in chemistry and biology education research (RQ3)</title>
<p>In addressing RQ3, we delved into the strategies employed by researchers in their study designs. To systematically categorize the extracted research methods and techniques within the educational context, we based on <xref ref-type="bibr" rid="ref30">Cook and Cook&#x2019;s (2016)</xref> classification framework. Our analysis unveiled that a predominant portion of the studies was evenly distributed between descriptive and qualitative methodologies (58.82% each). Subsequently, we observed studies categorized as experimental accounting for 27.45%, while relational studies constituted 3.92% as presented in <xref ref-type="table" rid="tab5">Table 3</xref>.</p>
<table-wrap position="float" id="tab5">
<label>Table 3</label>
<caption>
<p>Strategies in educational research design based on Cook and Cook classification (<xref ref-type="bibr" rid="ref30">Cook and Cook, 2016</xref>).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Classification</th>
<th align="center" valign="top">Strategies</th>
<th align="center" valign="top">Studies&#x2019; ID</th>
<th align="center" valign="top">N&#x00B0; of studies</th>
<th align="center" valign="top">Representativity (%) studies addressing RQ3&#x2009;=&#x2009;51</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Descriptive</td>
<td align="left" valign="middle">Course-based research (CURE), purposive sampling technique, quantitative-descriptive research, participatory action research (PAR), assignment support, COPUS observations, cyclical development</td>
<td align="center" valign="middle">PS30, PS61, PS32, PS50, PS57, PS76, PS17, PS20, PS48, PS39, PS49, PS41, PS77, PS52, PS37, PS55, PS73, PS45, PS70, PS44, PS63, PS65, PS66, PS47, PS3, PS64, PS23, PS19, PS25, PS58</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">58.82</td>
</tr>
<tr>
<td align="left" valign="middle">Relational</td>
<td align="left" valign="middle">Correlational descriptive, quantitative correlational</td>
<td align="center" valign="middle">PS28, PS65</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">3.92</td>
</tr>
<tr>
<td align="left" valign="middle">Experimental</td>
<td align="left" valign="middle">Blended-problem-based, experimental designs, integrated course design, quasi-experimental research, Pretest-posttest design, project-based and problem-based learning</td>
<td align="center" valign="middle">PS74, PS10, PS35, PS51, PS45, PS56, PS55, PS73, PS6, PS25, PS52, PS13, PS34, PS66</td>
<td align="center" valign="middle">14</td>
<td align="center" valign="middle">27.45</td>
</tr>
<tr>
<td align="left" valign="middle">Qualitative</td>
<td align="left" valign="middle">Undergraduate research experience (URE), design-based research, Research-Oriented Collaborative Inquiry, Guided inquiry, case-study, didactic engineering</td>
<td align="center" valign="middle">PS33, PS19, PS23, PS46, PS1, PS11, PS12, PS13, PS14, PS3, PS22, PS45, PS7, PS28, PS51, PS30, PS17, PS63, PS44, PS29, PS77, PS24, PS67, PS5, PS37, PS56, PS39, PS25, PS48, PS50</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">58.82</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Notably, a trend emerged wherein researchers embraced theoretical and methodological frameworks, such as guided-inquiry learning (<italic>n</italic>&#x2009;=&#x2009;7), undergraduate research experience (URE) (5), research-based studies (5), course-based research (CURE) (3), project-based studies (4), research-oriented collaborative inquiry (REORCILEA) (3), design-based research (3), and participatory action research (PAR) (2). Additionally, within the methodological framework, a significant proportion adopted quasi-experimental studies (6), alongside the utilization of the purposive sampling technique (3).</p>
</sec>
<sec id="sec20">
<label>3.3.3</label>
<title>Tools to promote innovation in teaching and researching in chemistry and biology (RQ4)</title>
<p><xref ref-type="table" rid="tab6">Table 4</xref> illustrates an array of tools that have the potential to foster an efficient educational environment and promote research among both teachers and students. Our classification system, derived from an analysis of 81 studies in our SLR, identifies nine distinct categories based on tools described in the reviewed literature. The majority of articles concentrate on tools beneficial to conducting research. A significant portion (85.71%) delves into comprehensive descriptions of data collection tools, emphasizing the prevalent use of questionnaires, surveys, and testing, particularly pre-test and post-test methodologies applied during the evaluation of pedagogical techniques.</p>
<table-wrap position="float" id="tab6">
<label>Table 4</label>
<caption>
<p>Tools to promote innovation in teaching and researching in chemistry and biology.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Classification</th>
<th align="center" valign="top">Tools</th>
<th align="center" valign="top">Studies&#x2019; ID</th>
<th align="center" valign="top">N&#x00B0; of studies</th>
<th align="center" valign="top">Representativity (%) studies addressing RQ4&#x2009;=&#x2009;70</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Virtual learning environments</td>
<td align="left" valign="middle">EDMODO, MS Teams, PadLet board, SMART Board interactive, Zoom, SignUpGenius platform, Youtube, e-magazines</td>
<td align="center" valign="middle">PS31, PS72, PS71, PS8, PS59, PS57, PS61, PS79</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">18.57</td>
</tr>
<tr>
<td align="left" valign="middle">Simulations and virtual laboratories</td>
<td align="left" valign="middle">A-Frame, augmented reality, ChemCollective, computational simulations, PhET simulation, VLab VCL, WebMO (web-based interface), Yenka chemistry</td>
<td align="center" valign="middle">PS69, PS79, PS10, PS18, PS23, PS30, PS7, PS19, PS52, PS66, PS59</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">17.14</td>
</tr>
<tr>
<td align="left" valign="middle">Interactive and visualization platforms</td>
<td align="left" valign="middle">Interactive boards, Lucidchart, spider chart diagrams, whiteboards, wikis, YouTube, iNaturalist</td>
<td align="center" valign="middle">PS71, PS13, PS52, PS64, PS59, PS8, PS42</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">10.00</td>
</tr>
<tr>
<td align="left" valign="middle">Formative evaluation tools</td>
<td align="left" valign="middle">peer feedback sessions, self-evaluation, peer-mentoring, assignments, final projects, lesson plans, syllabus, tests, curriculum</td>
<td align="center" valign="middle">PS71, PS48, PS16, PS17, PS20, PS21, PS46, PS63, PS67, PS76, PS79, PS53, PS29, PS38, PS12, PS81, PS3, PS6, PS11, PS15, PS65, PS61, PS39, PS35, PS66, PS36, PS31</td>
<td align="center" valign="middle">27</td>
<td align="center" valign="middle">38.57</td>
</tr>
<tr>
<td align="left" valign="middle">Communication and collaboration platforms</td>
<td align="left" valign="middle">Blogs, Facebook, Google Meet, Google Talk, Instagram, Skype, Twitter, WhatsApp, Zoom, Bridge to the Chemistry Doctorate program, Chemistry Opportunities (CHOPs) program</td>
<td align="center" valign="middle">PS71, PS8, PS48, PS31, PS29, PS61, PS27, PS57</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">11.43</td>
</tr>
<tr>
<td align="left" valign="middle">Study design and development</td>
<td align="left" valign="middle">Research proposals, undergraduate research</td>
<td align="center" valign="middle">PS38, PS2</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.86</td>
</tr>
<tr>
<td align="left" valign="middle">Data collection</td>
<td align="left" valign="middle">Questionnaires, surveys, tests (pre-test and post-test), semi-structured interview, Likert scale, Observation Checklist for Science Process Skills, observation sheet, rubrics, smartphones</td>
<td align="center" valign="middle">PS11, PS71, PS10, PS14, PS60, PS16, PS34, PS39, PS67, PS38, PS43, PS55, PS12, PS19, PS9, PS73, PS56, PS65, PS51, PS74, PS61, PS24, PS22, PS35, PS37, PS42, PS52, PS54, PS70, PS21, PS17, PS31, PS36, PS62, PS72, PS78, PS79, PS29, PS81, PS58, PS59, PS69, PS18, PS32, PS20, PS25, PS26, PS40, PS46, PS68, PS77, PS3, PS66, PS63, PS76, PS49, PS27, PS2, PS8, PS57</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">85.71</td>
</tr>
<tr>
<td align="left" valign="middle">Data processing</td>
<td align="left" valign="middle">Amberscript, Python, MAXQDA, Provalis Qualitative Data Analysis (QDA) Miner</td>
<td align="center" valign="middle">PS4, PS40, PS17, PS24, PS18</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">7.14</td>
</tr>
<tr>
<td align="left" valign="middle">Data analysis tools</td>
<td align="left" valign="middle">G&#x002A;Power, R, SPSS, Provalis Qualitative Data Analysis (QDA) Miner</td>
<td align="center" valign="middle">PS10, PS11, PS27, PS76, PS77, PS25, PS26, PS35, PS55, PS56, PS65, PS72, PS40, PS24</td>
<td align="center" valign="middle">14</td>
<td align="center" valign="middle">20.00</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Furthermore, data processing (7.14%) is facilitated by digital tools such as Python with associated packages like Matplotlib, Seaborn, and Pandas, as well as Amberscript for interviews, and software tools like MAXQDA and Provalis. A notable percentage (20%) focuses on data analysis tools to advance scientific exploration, with preferences for SPSS, R, Python, and G&#x002A;Power software. Additionally, there are studies about tools related to study design and development (2.86%), predominantly grounded in pre-existing research.</p>
<p>Moreover, <xref ref-type="table" rid="tab6">Table 4</xref> presents tools to strengthen chemical and biological education. Notably, formative evaluation tools are central, constituting 38.57% of the highlighted tools. These tools include the preparation of curricula to uphold quality education, well-structured lesson plans, and strategic testing methodologies.</p>
<p>The past five years have witnessed the prominence of virtual learning environments (18.57%), with platforms like EDMODO, Zoom, MS Teams, e-magazines, and YouTube playing pivotal roles. Given the significance of practical work in both chemistry and biology, a considerable focus (17.14%) has been placed on the implementation of simulations and virtual laboratories in classrooms. Notable examples include A-Frame, VLab VCL, ChemCollective computational simulations, and augmented reality applications.</p>
<p>Moreover, interactive and visualization platforms (10%) contribute to the learning experience through tools such as interactive boards, Lucidchart, spider chart diagrams, and apps like iNaturalist. Lastly, communication and collaboration platforms (11.43%) emerge as crucial tools in promoting learning, teaching, and research. Among these, social networks such as Twitter, Facebook, Instagram, and WhatsApp are widely utilized. Additionally, collaborative programs like the Bridge to the Chemistry Doctorate program (United States), the Chemistry Opportunities (CHOPs) program (USA), and the SignUpGenius platform have been well-described in the studies.</p>
</sec>
<sec id="sec21">
<label>3.3.4</label>
<title>Key skills to strengthen the teaching-research process in chemistry and biology (RQ5)</title>
<p><xref ref-type="table" rid="tab7">Table 5</xref>, presents the key skills to strengthen the teaching-research process in chemistry and biology. Our examination of the articles in the SLR has led to the identification of six primary classifications. Notably, research skills (59.26%) emerge as the most prominently emphasized competence to be cultivated. These encompass the underpinnings of the scientific method, including data collection, management, and visualization, interpreting data, experimental design, hypothesis formulation, ethics, and science process skills (SPS).</p>
<table-wrap position="float" id="tab7">
<label>Table 5</label>
<caption>
<p>Skills identified for strengthening teaching-researching process in chemistry and biology.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Classification</th>
<th align="left" valign="top">Specific skills</th>
<th align="left" valign="top">Studies&#x2019; ID</th>
<th align="center" valign="top">N&#x00B0; of studies</th>
<th align="center" valign="top">Representativity (%) total studies&#x2009;=&#x2009;81</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Cognitive and thinking skills</td>
<td align="left" valign="middle">Analysis, critical thinking, cognitive learning, creativity, evaluating, metacognition, problem-solving skills, reasoning, rationality</td>
<td align="left" valign="middle">PS71, PS17, PS72, PS73, PS66, PS55, PS3, PS5, PS9, PS34, PS44, PS49, PS56, PS62, PS63, PS65, PS74, PS77, PS81, PS41, PS52, PS60, PS28, PS35, PS46, PS16, PS33, PS37, PS8, PS78, PS53, PS47, PS76, PS31</td>
<td align="center" valign="middle">34</td>
<td align="center" valign="middle">41.98</td>
</tr>
<tr>
<td align="left" valign="middle">Research skills</td>
<td align="left" valign="middle">Data collection, management, and visualization, interpreting data, experimental designing, hypothesis formulation, laboratory skills, ethics, predicting hypothesis, scientific training, science process skills (SPS)</td>
<td align="left" valign="middle">PS18, PS17, PS42, PS43, PS24, PS23, PS32, PS30, PS36, PS37, PS19, PS61, PS59, PS79, PS1, PS2, PS13, PS21, PS57, PS80, PS6, PS54, PS51, PS62, PS47, PS60, PS67, PS69, PS26, PS27, PS40, PS25, PS63, PS70, PS72, PS52, PS15, PS33, PS20, PS3, PS9, PS22, PS28, PS35, PS55, PS56, PS65, PS68, PS73</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">59.26</td>
</tr>
<tr>
<td align="left" valign="middle">Communication skills</td>
<td align="left" valign="middle">Argumentation, communicating, disseminating, reporting, sharing results, reading, oral and written communication</td>
<td align="left" valign="middle">PS17, PS49, PS52, PS3, PS36, PS54, PS68, PS6, PS21, PS22, PS25, PS34, PS47, PS57, PS61, PS63, PS66, PS71, PS78, PS19, PS39, PS50, PS44, PS51, PS45, PS29, PS46, PS5, PS20, PS58, PS43, PS27, PS37, PS38</td>
<td align="center" valign="middle">32</td>
<td align="center" valign="middle">39.51</td>
</tr>
<tr>
<td align="left" valign="middle">Social and emotional skills</td>
<td align="left" valign="middle">Acceptance of differences, attitude, belongingness, building relationships, collaboration, cultural, diversity, gender identity, leadership, motivation, positivity, teamwork, perseverance</td>
<td align="left" valign="middle">PS55, PS26, PS75, PS29, PS25, PS21, PS24, PS32, PS34, PS42, PS49, PS76, PS73, PS77, PS67, PS81, PS20, PS38, PS56, PS58, PS5, PS48, PS9, PS41, PS44, PS47, PS50, PS61</td>
<td align="center" valign="middle">28</td>
<td align="center" valign="middle">34.57</td>
</tr>
<tr>
<td align="left" valign="middle">Technological skills</td>
<td align="left" valign="middle">ICT, technological knowledge, multimedia</td>
<td align="left" valign="middle">PS40, PS8, PS70, PS10</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">4.94</td>
</tr>
<tr>
<td align="left" valign="middle">Teaching and pedagogy</td>
<td align="left" valign="middle">Instructional skills</td>
<td align="left" valign="middle">PS40, PS8, PS60, PS66, PS67</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">6.17</td>
</tr>
<tr>
<td align="left" valign="middle">Planning and managing skills</td>
<td align="left" valign="middle">Organization, plan execution, implementation, participation, teamwork</td>
<td align="left" valign="middle">PS46, PS33, PS45, PS57, PS39, PS43, PS6, PS51, PS25, PS10, PS44, PS47, PS50, PS55, PS61</td>
<td align="center" valign="middle">15</td>
<td align="center" valign="middle">18.52</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Furthermore, cognitive and thinking skills (41.98%) stand out as imperative for successful learning, including critical thinking, analytical skills, creativity, reasoning, and problem-solving skills. Communication skills (39.51%), such as argumentation, reporting, reading, and oral and written communication, are highlighted as essential for fostering research within the educational environment.</p>
<p>Equally important are social and emotional skills (34.57%), emphasizing skills like leadership, relationship-building, and teamwork in the classroom environment. Authors underscore the significance of cultivating positive attitudes, motivation, inclusivity, and acceptance of differences, including gender identity, as crucial elements in the contemporary educational landscape.</p>
<p>Additionally, in chemical and biological education, planning and managing skills (18.52%) emerge as key competence. The authors also underscore the importance of teaching and pedagogy skills (6.17%), emphasizing the significance of instructional competence in the educational landscape. Finally, technological skills (4.94%) are highlighted for their importance, particularly in employing information and communication technologies (ICTs). The authors also stress the encouragement of implementing technological knowledge and multimedia tools for effectiveness in teaching and research.</p>
</sec>
</sec>
<sec id="sec22">
<label>3.4</label>
<title>Risk of bias in studies</title>
<p>The risk of biases in the studies included in this SLR underwent a rigorous peer review process among the authors. The outcomes of the representativity of the studies are presented in <xref ref-type="table" rid="tab8">Table 6</xref> to assess the quality of the full-text articles. As shown, only 50.94% of the total candidate studies were selected for in-depth analysis, with 49.06% excluded during the depuration process based on inclusion and exclusion criteria. These decrease in the number of studies implies that the search strategy accurately aligns with our RQs, as well as supporting the employment of a stringent methodology in identifying and selecting studies. This supports confidence in the representativeness and comprehensiveness of the final sample.</p>
<table-wrap position="float" id="tab8">
<label>Table 6</label>
<caption>
<p>Quality assessment of the overall articles after peer-reviewing.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study type</th>
<th align="center" valign="top">Number of studies</th>
<th align="center" valign="top">Percentage (%)</th>
<th align="left" valign="top">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Candidate studies</td>
<td align="center" valign="middle">159</td>
<td align="center" valign="middle">100.00</td>
<td align="left" valign="middle">Studies resulting from the application of the search string</td>
</tr>
<tr>
<td align="left" valign="middle">Selected studies</td>
<td align="center" valign="middle">156</td>
<td align="center" valign="middle">98.11</td>
<td align="left" valign="middle">Unique studies without duplicates</td>
</tr>
<tr>
<td align="left" valign="middle">After depuration of studies</td>
<td align="center" valign="middle">81</td>
<td align="center" valign="middle">50.94</td>
<td align="left" valign="middle">Studies after reviewing the title, abstract, and keywords</td>
</tr>
<tr>
<td align="left" valign="middle">Retrieved studies</td>
<td align="center" valign="middle">81</td>
<td align="center" valign="middle">50.94</td>
<td align="left" valign="middle">Studies downloaded in full text</td>
</tr>
<tr>
<td align="left" valign="middle">Primary studies</td>
<td align="center" valign="middle">81</td>
<td align="center" valign="middle">50.94</td>
<td align="left" valign="middle">Studies reviewed in full text</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Furthermore, the quality assessment also encompassed the content of the primary studies based on their relevance to addressing the RQs, as outlined in <xref ref-type="table" rid="tab9">Table 7</xref>. In this context, RQ1 achieved a representativity average of 20%, RQ2 of 8.52%, RQ3 of 37.25%, and RQ4 of 23.49%. Consequently, only the representative items in each classification were reported in the body of this research. Additionally, documents with retraction letters and errata were excluded from this study.</p>
<table-wrap position="float" id="tab9">
<label>Table 7</label>
<caption>
<p>Quality assessment of the content of the articles.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">RQs addressing</th>
<th align="center" valign="top">Rep. average (%)</th>
<th align="center" valign="top">Median (%)</th>
<th align="center" valign="top">High confidence (%)</th>
<th align="center" valign="top">Medium confidence (%)</th>
<th align="center" valign="top">Low confidence (%)</th>
<th align="left" valign="top">Inclusion in the syntheses</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">RQ1</td>
<td align="center" valign="middle">20.00</td>
<td align="center" valign="middle">13.58</td>
<td align="center" valign="middle">29.30&#x2013;41.98</td>
<td align="center" valign="middle">16.50&#x2013;29.20</td>
<td align="center" valign="middle">3.70&#x2013;16.40</td>
<td align="left" valign="middle">All countries are included in the analysis</td>
</tr>
<tr>
<td align="left" valign="middle">RQ2</td>
<td align="center" valign="middle">8.52</td>
<td align="center" valign="middle">6.56</td>
<td align="center" valign="middle">15.31&#x2013;21.31</td>
<td align="center" valign="middle">9.30&#x2013;15.30</td>
<td align="center" valign="middle">3.25&#x2013;9.29</td>
<td align="left" valign="middle">The first 5 techniques are included</td>
</tr>
<tr>
<td align="left" valign="middle">RQ3</td>
<td align="center" valign="middle">37.25</td>
<td align="center" valign="middle">43.14</td>
<td align="center" valign="middle">40.53&#x2013;58.82</td>
<td align="center" valign="middle">22.23&#x2013;40.52</td>
<td align="center" valign="middle">3.92&#x2013;22.22</td>
<td align="left" valign="middle">The first 6 strategies are included</td>
</tr>
<tr>
<td align="left" valign="middle">RQ4</td>
<td align="center" valign="middle">23.49</td>
<td align="center" valign="middle">17.14</td>
<td align="center" valign="middle">58.10&#x2013;85.71</td>
<td align="center" valign="middle">30.49&#x2013;58.09</td>
<td align="center" valign="middle">2.85&#x2013;30.48</td>
<td align="left" valign="middle">The first 8 tools are included</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec23">
<label>3.5</label>
<title>Reporting biases and certainty of evidence</title>
<p>A risk assessment analysis was conducted for each item of every RQ, and the data is summarized in <xref ref-type="table" rid="tab10">Table 8</xref>, including the percentage of studies addressing each RQ regarding the total of studies (81) and the number of PSs per RQ. It is noteworthy that the results are considered significant only if they fall within the medium to high-quality range, as outlined in <xref ref-type="table" rid="tab9">Table 7</xref>. An exception is made for items from RQ1, specifically the countries, which were comprehensively included in <xref ref-type="table" rid="tab3">Table 1</xref> and <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p>
<table-wrap position="float" id="tab10">
<label>Table 8</label>
<caption>
<p>Risk assessment of the items addressing each RQ.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Research question</th>
<th align="left" valign="top">Description</th>
<th align="center" valign="top">Number of studies addressing the RQ item</th>
<th align="center" valign="top">Percentage regarding the total of PS (%)</th>
<th align="center" valign="top">Percentage regarding the number of studies addressing each RQ (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="5"><bold>RQ1.</bold> What are the main characteristics of research in chemical and biological education over the past five years?</td>
<td align="left" valign="middle">Europe</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">13.58</td>
<td align="center" valign="middle">13.58</td>
</tr>
<tr>
<td align="left" valign="middle">North America</td>
<td align="center" valign="middle">28</td>
<td align="center" valign="middle">34.57</td>
<td align="center" valign="middle">34.57</td>
</tr>
<tr>
<td align="left" valign="middle">South America</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">3.70</td>
<td align="center" valign="middle">3.70</td>
</tr>
<tr>
<td align="left" valign="middle">Asia</td>
<td align="center" valign="middle">34</td>
<td align="center" valign="middle">41.98</td>
<td align="center" valign="middle">41.98</td>
</tr>
<tr>
<td align="left" valign="middle">Africa</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">6.17</td>
<td align="center" valign="middle">6.17</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="15"><bold>RQ2.</bold> What is the scope of the educational context under consideration?</td>
<td align="left" valign="middle">Basic biology</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">8.64</td>
<td align="center" valign="middle">11.48</td>
</tr>
<tr>
<td align="left" valign="middle">Botany</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">6.17</td>
<td align="center" valign="middle">8.20</td>
</tr>
<tr>
<td align="left" valign="middle">Cell biology</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">4.94</td>
<td align="center" valign="middle">6.56</td>
</tr>
<tr>
<td align="left" valign="middle">Ecology and biodiversity</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">3.70</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Physiology</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">3.70</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Microbiology</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.47</td>
<td align="center" valign="middle">3.28</td>
</tr>
<tr>
<td align="left" valign="middle">General chemistry</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">16.05</td>
<td align="center" valign="middle">21.31</td>
</tr>
<tr>
<td align="left" valign="middle">Structural chemistry</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">8.64</td>
<td align="center" valign="middle">11.48</td>
</tr>
<tr>
<td align="left" valign="middle">Analytic chemistry</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">6.17</td>
<td align="center" valign="middle">8.20</td>
</tr>
<tr>
<td align="left" valign="middle">Environmental chemistry</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">3.70</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Thermodynamic and kinetics</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">3.70</td>
<td align="center" valign="middle">4.92</td>
</tr>
<tr>
<td align="left" valign="middle">Inorganic chemistry</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.47</td>
<td align="center" valign="middle">3.28</td>
</tr>
<tr>
<td align="left" valign="middle">Research</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">16.05</td>
<td align="center" valign="middle">21.31</td>
</tr>
<tr>
<td align="left" valign="middle">Technology</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">7.41</td>
<td align="center" valign="middle">9.84</td>
</tr>
<tr>
<td align="left" valign="middle">Citizenship and Inclusion</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.47</td>
<td align="center" valign="middle">3.28</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4"><bold>RQ3.</bold> Which strategies are currently being employed in chemistry and biology education?</td>
<td align="left" valign="bottom">Descriptive</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">37.04</td>
<td align="center" valign="middle">58.82</td>
</tr>
<tr>
<td align="left" valign="bottom">Relational</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.47</td>
<td align="center" valign="middle">3.92</td>
</tr>
<tr>
<td align="left" valign="bottom">Experimental</td>
<td align="center" valign="middle">14</td>
<td align="center" valign="middle">17.28</td>
<td align="center" valign="middle">27.45</td>
</tr>
<tr>
<td align="left" valign="bottom">Qualitative</td>
<td align="center" valign="middle">30</td>
<td align="center" valign="middle">37.04</td>
<td align="center" valign="middle">58.82</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="9"><bold>RQ4.</bold> Which tools contribute to the efficacy of the teaching-researching process in chemistry and biology?</td>
<td align="left" valign="bottom">Virtual learning environments</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">16.05</td>
<td align="center" valign="middle">18.57</td>
</tr>
<tr>
<td align="left" valign="bottom">Simulations and virtual laboratories</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">14.81</td>
<td align="center" valign="middle">17.14</td>
</tr>
<tr>
<td align="left" valign="bottom">Interactive and visualization platforms</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">8.64</td>
<td align="center" valign="middle">10.00</td>
</tr>
<tr>
<td align="left" valign="bottom">Formative evaluation tools</td>
<td align="center" valign="middle">27</td>
<td align="center" valign="middle">33.33</td>
<td align="center" valign="middle">38.57</td>
</tr>
<tr>
<td align="left" valign="bottom">Communication and collaboration platforms</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">9.88</td>
<td align="center" valign="middle">11.43</td>
</tr>
<tr>
<td align="left" valign="bottom">Study design and development</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.47</td>
<td align="center" valign="middle">2.86</td>
</tr>
<tr>
<td align="left" valign="bottom">Data collection</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">74.07</td>
<td align="center" valign="middle">85.71</td>
</tr>
<tr>
<td align="left" valign="bottom">Data processing</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">6.17</td>
<td align="center" valign="middle">7.14</td>
</tr>
<tr>
<td align="left" valign="bottom">Data analysis tools</td>
<td align="center" valign="middle">14</td>
<td align="center" valign="middle">17.28</td>
<td align="center" valign="middle">20.00</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec24">
<label>4</label>
<title>Discussion</title>
<p>Research in science education, particularly in chemistry and biology, has become crucial in our ever-changing world. This research enables educators to develop, assess, and enhance teaching practices for effective learning. Investing in education is a paramount effort to drive the progress of nations. Therefore, identifying and comprehending current trends in teaching-research practices is essential for refining our methodologies and implementing positive changes in the classroom environment. Our review provided an overview of the current landscape of research in chemistry and biology education based on 81 research articles collected following the systematic methods proposed in the PRISMA statement. Through our bibliometric analysis, a noteworthy pattern emerged, challenging the conventional assumption that developed countries lead in educational research (<xref ref-type="bibr" rid="ref115">Zhang et al., 2016</xref>). Our findings revealed a significant investment in educational research by several third-world countries even after restricting the search string to English and Spanish studies. While established nations such as the USA, Germany, and Spain still feature prominently in the top 10 contributors, Indonesia took the lead as the major publisher in the field over the last five years. This marks a notable shift, with other developing countries like Nigeria, Brazil, Israel, and Ukraine also making substantial contributions to research efforts in the field in accordance with the sustainable development goals (<xref ref-type="bibr" rid="ref62">Kopnina, 2020</xref>; <xref ref-type="bibr" rid="ref106">United Nations, 2023</xref>).</p>
<p>In our exploration of preferred journals and publishers, we aimed to contribute to the comprehensive evaluation of the scholarly landscape in the field. The inclusion of well-known journals adds depth to the synthesis of research findings. Notably, the prevalence of papers from these journals underscores their significance within the academic ground related to our study. Moreover, our preference for publishers such as the American Chemical Society (ACS), IOP Publishing Ltd., and MDPI reflects a commitment to relying on sources known for their editorial rigor and scholarly contributions. This finding aligns with our goal of ensuring the robustness and meaningfulness of the literature reviewed, reinforcing the credibility and relevance of our synthesized research findings.</p>
<p>A notable trend observed over the last five years indicates a surge in the number of publications from 2019 to 2021, followed by a decline to the present year, 2023. This pattern can be attributed to the influence of the COVID-19 pandemic (<xref ref-type="bibr" rid="ref11">Aviv-Reuven and Rosenfeld, 2021</xref>), which prompted a significant shift in the traditional classroom environment toward online teaching. This shift had a profound impact on the landscape of chemistry and biology education (<xref ref-type="bibr" rid="ref12">Babosov&#x00E1; et al., 2022</xref>; <xref ref-type="bibr" rid="ref22">Broad et al., 2023</xref>), leading to increased research and innovations to adapt to the new educational paradigm. While the pandemic initially prompted a surge in research and advancements, the ongoing discoveries continue to exert a lasting impact on education, shaping the daily classroom experience. This underscores the importance of sustained research efforts in the field, as education needs to continually evolve and strengthen across various dimensions. This SLR comprehensively explored and addressed these aspects. While established techniques may prove effective, there is a continuous need for innovation in our classrooms to ensure dynamic and effective educational practices while continuing to publish and advance research.</p>
<p>Regarding the educational axes, our analysis covered a broad spectrum of articles, presenting a diverse array of studies that delved into pedagogical aspects including emerging collaborative research areas (<xref ref-type="bibr" rid="ref89">Rodr&#x00ED;guez-Cabrera, 2020</xref>). These studies ranged from investigations involving prospective teachers to those involving high school teachers and educators in general. Similarly, our examination of student-focused studies spanned from high school students through to university students. Indeed, a notable trend that has gained prominence in recent years is the integration of sustainable development principles (<xref ref-type="bibr" rid="ref106">United Nations, 2023</xref>) into science teaching. Numerous studies have explored various facets of this interdisciplinary approach, with a particular focus on environmental and green chemistry that have received increasing attention, especially in recent years (<xref ref-type="bibr" rid="ref100">Sj&#x00F6;str&#x00F6;m et al., 2015</xref>; <xref ref-type="bibr" rid="ref118">Zuin et al., 2021</xref>). Additionally, the fields of ethnobiology and ethnochemistry have garnered attention, reflecting an increased interest in incorporating indigenous knowledge and practices into science education which is known to improve education for sustainability in science (<xref ref-type="bibr" rid="ref116">Zidny et al., 2020</xref>). The emphasis on nature-related approaches underscores a growing awareness of the importance of aligning science education with ecological considerations and fostering a deeper understanding of the interconnectedness between scientific knowledge and environmental sustainability. This evolving focus on sustainable development within science teaching reflects a broader recognition of the role that education plays in shaping environmentally conscious and socially responsible individuals. Furthermore, we observed a growing interest in educational support, particularly in parallel with content teaching. This support was primarily facilitated through the integration of ICTs. Moreover, there was a discernible emphasis on promoting science process skills (<xref ref-type="bibr" rid="ref10">Asy&#x2019;ari et al., 2019</xref>; <xref ref-type="bibr" rid="ref54">Irwanto et al., 2019</xref>; <xref ref-type="bibr" rid="ref104">Susanti et al., 2019</xref>; <xref ref-type="bibr" rid="ref49">Herda et al., 2020</xref>; <xref ref-type="bibr" rid="ref58">Juniar et al., 2020</xref>; <xref ref-type="bibr" rid="ref82">Permatasari et al., 2020</xref>; <xref ref-type="bibr" rid="ref55">Ivana et al., 2021</xref>; <xref ref-type="bibr" rid="ref78">Ngozi, 2021</xref>; <xref ref-type="bibr" rid="ref113">Widianti et al., 2021</xref>; <xref ref-type="bibr" rid="ref18">Beichumila et al., 2022</xref>; <xref ref-type="bibr" rid="ref97">Senisum et al., 2022</xref>; <xref ref-type="bibr" rid="ref53">Irwanto, 2023</xref>), underlining a holistic approach to science education.</p>
<p>One of our primary objectives was to uncover the strategies applied in the current educational landscape of chemistry and biology that foster innovation and have the potential to promote changes in the field. Our findings reveal a prevalent focus among researchers on descriptive and qualitative research approaches. Various frameworks are employed, including Participatory Action Research (PAR) (<xref ref-type="bibr" rid="ref117">Zowada et al., 2020</xref>; <xref ref-type="bibr" rid="ref66">Linkwitz and Eilks, 2022</xref>), Undergraduate Research Experience (URE) (<xref ref-type="bibr" rid="ref112">Welch, 2020</xref>; <xref ref-type="bibr" rid="ref8">Aryanti et al., 2021</xref>; <xref ref-type="bibr" rid="ref45">Guo et al., 2021</xref>; <xref ref-type="bibr" rid="ref47">Hamers et al., 2022</xref>; <xref ref-type="bibr" rid="ref64">Kulesza et al., 2022</xref>), Course-Based Research (CURE) (<xref ref-type="bibr" rid="ref50">Hills et al., 2020</xref>; <xref ref-type="bibr" rid="ref92">Rubush and Stone, 2020</xref>; <xref ref-type="bibr" rid="ref101">States et al., 2023</xref>), research-based (<xref ref-type="bibr" rid="ref54">Irwanto et al., 2019</xref>; <xref ref-type="bibr" rid="ref47">Hamers et al., 2022</xref>; <xref ref-type="bibr" rid="ref81">Parsons and Sarju, 2023</xref>), design-based (<xref ref-type="bibr" rid="ref60">Kaanklao and Suwathanpornkul, 2020</xref>; <xref ref-type="bibr" rid="ref95">Scott et al., 2021</xref>; <xref ref-type="bibr" rid="ref83">Pernaa et al., 2022</xref>), and project-based (<xref ref-type="bibr" rid="ref117">Zowada et al., 2020</xref>; <xref ref-type="bibr" rid="ref8">Aryanti et al., 2021</xref>; <xref ref-type="bibr" rid="ref5">Amer et al., 2022</xref>; <xref ref-type="bibr" rid="ref64">Kulesza et al., 2022</xref>) methodologies. Additionally, guided-inquiry (<xref ref-type="bibr" rid="ref58">Juniar et al., 2020</xref>, <xref ref-type="bibr" rid="ref59">2021</xref>; <xref ref-type="bibr" rid="ref113">Widianti et al., 2021</xref>; <xref ref-type="bibr" rid="ref71">Maknun et al., 2022</xref>; <xref ref-type="bibr" rid="ref84">Polik and Schmidt, 2022</xref>; <xref ref-type="bibr" rid="ref97">Senisum et al., 2022</xref>) learning and REORCILEA (Research-Oriented Collaborative Inquiry Learning Model) (<xref ref-type="bibr" rid="ref90">Rohaeti and Prodjosantoso, 2020</xref>; <xref ref-type="bibr" rid="ref51">Huda and Rohaeti, 2021</xref>; <xref ref-type="bibr" rid="ref53">Irwanto, 2023</xref>) are actively utilized. Which has given promising results in similar contexts (<xref ref-type="bibr" rid="ref74">Moran, 2007</xref>; <xref ref-type="bibr" rid="ref70">Majgaard et al., 2011</xref>). Notably, quasi-experimental methods (<xref ref-type="bibr" rid="ref41">Gopalan et al., 2020</xref>) and purposive sampling techniques are preferred in educational research. This diverse array of research strategies highlights the multifaceted nature of chemistry and biology education, demonstrating a commitment to innovation and a nuanced exploration of educational practices.</p>
<p>The tools employed in the teaching-research processes of chemistry and biology are of utmost importance, complementing the strategies applied in the field. While many studies contribute valuable strategies for researchers and students, with a focus on data collection, processing, and analysis, there is a slightly lesser emphasis on the design and development of research initiatives. Commonly used software such as Python, R, and SPSS remains prevalent in the data management educational scenario. Within the pedagogical aspect, the foundational role of formative evaluation tools in chemical and biological education is evident. Elements like curricula, structured lesson plans, and strategic testing methodologies are integral components supporting effective teaching and learning. Furthermore, virtual learning environments have emerged as indispensable tools (<xref ref-type="bibr" rid="ref26">Caprara and Caprara, 2022</xref>), with platforms like EDMODO, Zoom, MS Teams, e-magazines, and YouTube playing key roles in enriching the educational experience. Notably, there is a growing emphasis on experimental learning in both chemistry and biology, and numerous papers introduce ground-breaking tools like virtual laboratories (<xref ref-type="bibr" rid="ref75">Narulita et al., 2019</xref>; <xref ref-type="bibr" rid="ref76">Nechypurenko et al., 2020</xref>; <xref ref-type="bibr" rid="ref27">Chan et al., 2021</xref>; <xref ref-type="bibr" rid="ref39">Garcia et al., 2022</xref>). These tools, such as A-Frame, VLab VCL, and ChemCollective computational simulations, have the potential to address challenges in developing countries that lack adequate science teaching instrumentation (<xref ref-type="bibr" rid="ref9">Aslam et al., 2023</xref>).</p>
<p>The rise of virtual reality and simulations is commonly believed to contribute to knowledge acquisition, yet it is currently debated that causes less learning (<xref ref-type="bibr" rid="ref72">Makransky et al., 2019</xref>). However, interactive platforms indeed enhanced the understanding of complex concepts. In the digital realm, communication platforms, particularly social networks, continue to connect people and democratize knowledge. It is crucial to note that while digital tools and technologies do not directly cause learning, they provide affordances for specific tasks that, in turn, contribute to the learning process (<xref ref-type="bibr" rid="ref31">Dalgarno and Lee, 2010</xref>). The integration of both strategies and tools is essential for fostering effective teaching-research practices in the dynamic landscape of chemistry and biology education.</p>
<p>One of the most significant contributions of the present SLR lies in identifying key competence or skills outlined in the literature that are considered essential to encourage in both educators and students. A consensus among many studies underscores the critical importance of promoting research skills encompassing the entire scientific method application process, from formulating hypotheses and making predictions to data collection, processing, and drawing conclusions. Notably, ethical considerations are also underscored as integral to this skill set. There is also a lesser but still noteworthy emphasis on planning and managing skills, which extend beyond the classroom setting and have broader implications. Cognitive and thinking skills, often referred to as high-order thinking skills (HOTs) (<xref ref-type="bibr" rid="ref86">Ramdiah and Royani, 2019</xref>), assume a central role in the educational discourse. Cultivating creativity, problem-solving abilities, critical thinking, and reasoning is deemed imperative to cultivate by students in the classroom. Effective communication is an imperative skill both within the classroom environment and beyond. This encompasses promoting argumentation skills, oral communication, reading comprehension, and written communication. Moreover, social and emotional skills have gained increased relevance (<xref ref-type="bibr" rid="ref52">Ingram et al., 2021</xref>), extending further than the conventional focus on productivity-related aspects like leadership, relationship-building, and teamwork. Contemporary emphasis is also placed on motivational skills, inclusivity, gender identity, and the acceptance of differences, recognizing these as key elements in personal development with substantial impacts in the educational environment.</p>
<p>We emphasize the active role of teachers and learners in knowledge construction, constructivism theories resonate with the diverse strategies, tools, and competence identified in the literature. The educational landscape, as illuminated through this systematic exploration, highlights the importance of fostering an interactive and engaging environment where learners are not just recipients but contributors to the knowledge-building process. Throughout chemistry and biology education, constructing innovative strategies in teaching and researching serves as a guiding principle for promoting meaningful learning experiences and cultivating a generation of learners equipped with the skills necessary for success in an ever-changing world.</p>
</sec>
<sec id="sec25">
<label>5</label>
<title>Limitations and future research</title>
<p>Despite the thoroughness and rigor employed in this study, several limitations should be acknowledged. Firstly, the inclusion criteria may have introduced some degree of selection bias, as only studies published in English and Spanish were considered. This could potentially exclude relevant research published in other languages. Additionally, the focus on articles from peer-reviewed journals might have overlooked valuable insights from other databases or depending on our search string. Furthermore, the inherent heterogeneity in study designs, methodologies, and contexts across the included articles may limit the generalizability of the findings. Lastly, the rapidly evolving nature of educational technology and pedagogical practices implies that newer studies might provide insights not captured in this review. Despite these limitations, this study provides a valuable synthesis of the current state of research in chemistry and biology education, offering insights and directions for future investigations.</p>
<p>The findings of this SLR carry significant implications for both future educational practice and research endeavors. For educational practitioners, the consistent emphasis on visual learning preferences in chemistry education suggests a practical path for enhancing pedagogical approaches. Implementing visual aids, such as diagrams and animations, can potentially improve comprehension and knowledge retention. However, the recognition of a minority preference for tactile learning underscores the importance of adopting multimodal strategies that cater to diverse learning styles. Educators are encouraged to embrace inclusive pedagogies that incorporate both visual and hands-on elements, promoting a comprehensive and adaptable learning environment.</p>
<p>Furthermore, regarding future research, the identified discrepancy in learning preferences highlights the need for more nuanced investigations into the dynamics of tactile learning in chemistry education. Exploring the effectiveness of hands-on experiences and tactile approaches could provide valuable insights for designing inclusive instructional strategies. Additionally, the synthesis underscores the significance of context-specific considerations in educational technology integration. Future research should delve deeper into the contextual factors influencing the impact of technology on student engagement, acknowledging the diversity of educational settings and their unique challenges.</p>
</sec>
<sec sec-type="conclusions" id="sec26">
<label>6</label>
<title>Conclusion</title>
<p>The past five years have witnessed a transformative shift in research on chemical and biological education, challenging the conventional dominance of developed nations. Surprisingly, third-world countries, particularly Indonesia, have emerged as major contributors, highlighting a global trend in educational research efforts. This period experienced a surge in publications from 2019 to 2021. The scope of the educational context considered in our review is broad, covering diverse studies involving prospective and high school teachers, along with students in chemistry and biology education. The even distribution of studies in both subjects, coupled with a focus on foundational courses, reflects a holistic approach to fostering scientific careers and cultivating positive relationships with science. Employed strategies in chemistry and biology education reveal a rich array of approaches, predominantly focusing on descriptive and qualitative research. Various frameworks, including PAR, URE, CURE, and project-based methodologies, are actively employed, emphasizing innovation and adapting to the evolving educational landscape. In terms of tools contributing to the efficacy of the teaching-researching process, a significant shift toward virtual learning environments is evident, accelerated by the pandemic. Platforms like EDMODO, Zoom, MS Teams, e-magazines, and YouTube play pivotal roles, enhancing the pedagogical aspect. Noteworthy is the integration of widely used software such as Python, R, and SPSS, underscoring the importance of data management in educational scenarios.</p>
<p>This work reveals that research in chemistry and biology education has undergone a notable shift in recent years, highlighting the diversity of essential strategies, tools, and competence. There is a growing interest in the integration of sustainable approaches and an emphasis on developing research skills for both students and educators. The trend towards the application of digital tools and virtual environments is also noteworthy, showcasing significant adaptation in response to the COVID-19 pandemic. Additionally, the promotion of cognitive, social, and emotional competence emerges as a key aspect in education. The SLR thus serves as a valuable resource in delineating the multifaceted skills essential for fostering holistic development in both educators and students.</p>
</sec>
<sec sec-type="data-availability" id="sec27">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec28">
<title>Author contributions</title>
<p>MA: Methodology, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BVV: Data curation, Methodology, Software, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. BEV: Data curation, Methodology, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. PF: Conceptualization, Data curation, Methodology, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec29">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This project received partial financial support from the Universidad Nacional de Chimborazo (UNACH).</p>
</sec>
<sec sec-type="COI-statement" id="sec30">
<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 sec-type="disclaimer" id="sec31">
<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>
<sec sec-type="supplementary-material" id="sec32">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/feduc.2024.1363132/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/feduc.2024.1363132/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
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