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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2021.734636</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>&#x0201C;Ageism&#x0201D; Is Associated With Self-Reported Multidimensional Frailty in Community-Dwelling Older Subjects: A Population-Based Study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Zora</surname> <given-names>Sabrina</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Cella</surname> <given-names>Alberto</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Poli</surname> <given-names>Stefano</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1392608/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Veronese</surname> <given-names>Nicola</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1194192/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zini</surname> <given-names>Elena</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Giannoni</surname> <given-names>Paola</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Pandolfini</surname> <given-names>Valeria</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Torrigiani</surname> <given-names>Claudio</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Pilotto</surname> <given-names>Alberto</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/579510/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Geriatrics Unit, Department of Geriatric Care, Orthogeriatrics and Rehabilitation, E.O. Ospedali Galliera</institution>, <addr-line>Genova</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Education, University of Genoa</institution>, <addr-line>Genova</addr-line>, <country>Italy</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Geriatrics, University of Palermo</institution>, <addr-line>Palermo</addr-line>, <country>Italy</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Interdisciplinary Medicine, University of Bari Aldo Moro</institution>, <addr-line>Bari</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Esther-Lee Marcus, Herzog Hospital, Israel</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Leonardo Bencivenga, University of Naples Federico II, Italy; P&#x00131;nar Soysal, Bezmi&#x000E2;lem Vakif &#x000DC;niversitesi, Turkey</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Alberto Pilotto <email>alberto.pilotto&#x00040;galliera.it</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Geriatric Medicine, a section of the journal Frontiers in Medicine</p></fn></author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>734636</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Zora, Cella, Poli, Veronese, Zini, Giannoni, Pandolfini, Torrigiani and Pilotto.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zora, Cella, Poli, Veronese, Zini, Giannoni, Pandolfini, Torrigiani and Pilotto</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>Ageism is a stereotyping, prejudice and discrimination against people, based on age. Ageism may impact the quality of life and the care of older people, a problem that can be greater when the older person is &#x0201C;frail.&#x0201D; However, few studies explored the role of frailty as a factor related to ageism. The aim of this study was to assess the association between perceived age discrimination (PAD), i.e., ageism, and multidimensional frailty in a cohort of community-dwelling older adults. We enrolled 1,337 community-dwelling subjects over-65 years that filled out a structured questionnaire to collect psycho-socio-economic and behavioral information. Multidimensional frailty was assessed by the SELFY-Multidimensional Prognostic Index Short-Form (SELFY-MPI-SF). PAD, over the past 5 years, was assessed based on explicit criteria. Overall, 83 out of 1,337 participants (6.2%) reported PAD. These subjects were older, more frequently women, with greater economic difficulties, lower level of cultural fruition, social network and psychological well-being, and a greater degree of frailty compared to their counterparts. After adjustment for age and gender, multidimensional frailty (SELFY-MPI-SF score) and negative affectivity were the two only &#x0201C;predictors&#x0201D; significantly associated with PAD (SELFY -MPI-SF, Odds Ratio: 1.19, 95%CI: 1.029&#x02013;1.370; PANAS negative: Odds Ratio: 1.06, 95%CI: 1.033&#x02013;1.099). In conclusion, self-reported frailty and negative affectivity are independently associated with PAD in community-dwelling older people. Interventions to prevent and treat frailty could be useful to reduce ageism and improve the well-being of the older people.</p>
</abstract>
<kwd-group>
<kwd>perceived age discrimination</kwd>
<kwd>self-assessed frailty</kwd>
<kwd>multidimensional prognostic index</kwd>
<kwd>older</kwd>
<kwd>epidemiology</kwd>
</kwd-group>
<contract-sponsor id="cn001">Fondazione Cassa di Risparmio di Genova e Imperia<named-content content-type="fundref-id">10.13039/501100007496</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="7"/>
<word-count count="4793"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Ageism is a complex phenomenon that encompasses stereotypes, prejudice and discrimination against older adults, old age and aging (<xref ref-type="bibr" rid="B1">1</xref>). Age discrimination is becoming increasingly important in a time of rapid population aging and there is a growing literature on ageism focusing on the negative effects of age discrimination both at the individual and societal level (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). According to World Health Organization (<xref ref-type="bibr" rid="B4">4</xref>), ageism is the most frequent social form of discrimination and COVID-19 perpetuated and triggered several forms of public ageism (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>A recent review reported that most of the studies explored other-directed ageism and only a small number investigated self-directed ageism and subjective perceived ageism (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>Indeed, it has been reported that subjective perceived age discrimination (PAD) produces detrimental effects (<xref ref-type="bibr" rid="B8">8</xref>) with harmful consequences for physical, mental, and social health (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Research has generally focused on PAD in everyday situations (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Different studies showed that it was associated with older age (<xref ref-type="bibr" rid="B12">12</xref>&#x02013;<xref ref-type="bibr" rid="B14">14</xref>), gender (<xref ref-type="bibr" rid="B15">15</xref>), years of education (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>), lower socioeconomic status (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>), ethnicity (<xref ref-type="bibr" rid="B13">13</xref>), not being married (<xref ref-type="bibr" rid="B17">17</xref>&#x02013;<xref ref-type="bibr" rid="B19">19</xref>), being unemployed (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B19">19</xref>) and depressive symptoms (<xref ref-type="bibr" rid="B20">20</xref>). Ageism is also related to social victimization (<xref ref-type="bibr" rid="B21">21</xref>) as well as elder abuse (<xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>Frailty is an age-related clinical condition characterized by a decline in physiological capacity across several systems, that increase the vulnerability to stressors resulting in an increased risk of negative outcomes, such as hospitalization, falls, institutionalization and mortality (<xref ref-type="bibr" rid="B23">23</xref>). Frailty is a multidimensional condition, with physical and psychosocial factors playing an important role in its development (<xref ref-type="bibr" rid="B24">24</xref>). Indeed, frailty can be adequately captured by the comprehensive geriatric assessment (CGA) (<xref ref-type="bibr" rid="B25">25</xref>), by exploring several domains such as physical and cognitive function, nutrition, multimorbidity, polypharmacy and social determinants that are key factors in the assessment and management of frailty in older people (<xref ref-type="bibr" rid="B26">26</xref>). The Multidimensional Prognostic Index (MPI) is a prognostic tool based on a standard CGA that showed a good discrimination and accuracy for mortality and other negative outcomes both in hospital (<xref ref-type="bibr" rid="B27">27</xref>) and community settings (<xref ref-type="bibr" rid="B28">28</xref>). Nowadays, the MPI has becoming one of the most used frailty instruments in older adults (<xref ref-type="bibr" rid="B29">29</xref>). Recently, a self-administered version of the MPI (SELFY-MPI) (<xref ref-type="bibr" rid="B30">30</xref>) and its short-form version (SELFY-MPI-SF) (<xref ref-type="bibr" rid="B31">31</xref>) were developed and validated in community-dwelling older people both showing strong agreement and precision when compared with the standard version of the MPI based on the CGA.</p>
<p>Ageism and frailty are conditions that share the possibility of being associated with negative outcomes for the older people; however, very few studies included frailty as a factor potentially related to ageism (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>) and little is known of the possible relationship between these two conditions. Recently, increased attention was given to ageism in healthcare setting since it is widely recognized that behavioral and attitudinal approach toward older adults requires more awareness among health-care professionals (<xref ref-type="bibr" rid="B34">34</xref>).</p>
<p>The aim of this study was to investigate the association between frailty and PAD in a community-dwelling older population.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<sec>
<title>Design and Participants</title>
<p>The present study is part of the PRESTIGE project (Involved and Resilient: Aging in Genoa), aimed to prevent frailty and social vulnerability in community-dwelling older residents in the metropolitan area of Genoa, Italy. The survey was carried out between October 2019 and February 2020 in accordance with the World Medical Association&#x00027;s 2008 Declaration of Helsinki, the guidelines for Good Clinical Practice, and the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>The inclusion criteria were: (1) age 65 years or over; (2) community-dwelling people who attended the University of the Third Age (U3A&#x02013; an international movement whose aim is encouraging the education of retired members of the community) in Genoa according to a lifelong learning program for subjects in their &#x0201C;third age&#x0201D; of life; (3) absence of acute clinical conditions; (4) ability to provide informed consent.</p>
<p>The Ethical Committee of Department of Education of the University of Genoa (DISFOR), Genoa, Italy approved the present study on 5 September 2019; study number 030. All participants read and signed the informed consent form and all participants&#x00027; records, and personal information were rendered anonymous before statistical analysis.</p>
</sec>
<sec>
<title>Measures</title>
<p>All study participants filled out a socio-demographics questionnaire including age, gender, and marital status. In addition, further information was collected on:</p>
<list list-type="simple">
<list-item><p>- <italic>Education</italic>, assessed according to the International Standard Classification of Education (ISCED: 0 = no qualification; 1 = primary school; 2 = secondary school; 3 = vocational school of 2&#x02013;3 years; 4 = high school; 5 = bachelor&#x00027;s degree; 6 = PhD); data was then re-coded into a three-point categorical scale (lower/average/higher);</p></list-item>
<list-item><p>- <italic>Economic difficulties</italic>, ascertained by evaluating the purchasing power of the subjects&#x00027; family. Participants were asked whether they had difficulties in dealing with ordinary expenses (three-point scale: none/average/above average);</p></list-item>
<list-item><p>- <italic>Social engagement</italic>, assessed by mean of the Lubben Social Network Scale (<xref ref-type="bibr" rid="B36">36</xref>), a 12-item self-reported scale to measure social engagement including family and friends. The total score is calculated through the sum of all items. The score ranges between 0 and 60: a higher score reflects a stronger social engagement;</p></list-item>
<list-item><p>- <italic>Cultural fruition</italic>, assessed through a three-point scale (lower/average/higher), according to a previously published method (<xref ref-type="bibr" rid="B37">37</xref>), that explores leisure activities such as reading books, magazines and newspaper, going to the theater or cinema, participating in cultural events, hobbies, using media, traveling abroad and attending public places;</p></list-item>
<list-item><p>- <italic>Positive and Negative Affect Scale</italic>, assessed by means of the Positive and Negative Affect Scale (PANAS) (<xref ref-type="bibr" rid="B38">38</xref>), a 20-item questionnaire with 10 items measuring positive affect (e.g., excited, inspired) and 10 items measuring negative affect (e.g., upset, afraid). Each item is rated on a five-point Likert Scale, ranging from 1 = Very Slightly or Not at all to 5 = Extremely, to measure the extent to which the affect has been experienced during the past weeks;</p></list-item>
<list-item><p>- <italic>Self-reported victimization</italic>, assessed though three specific questions that explored whether participants had been victims of robbery, fraud, physical assaults over the last 5 years (the possible answer was on a dichotomic choice yes/not).</p></list-item>
</list>
</sec>
<sec>
<title>Frailty</title>
<p>The Self-Administered MPI Short Form (SELFY-MPI-SF) (<xref ref-type="bibr" rid="B31">31</xref>) was used to assess frailty, by combining information on the following eight domains through eight self-administered scales:</p>
<p>(a) <italic>Functional status</italic> was evaluated by the Barthel Activities of Daily Living (ADL) sub-scale (<xref ref-type="bibr" rid="B39">39</xref>) which measures the level of dependence/independence in six daily personal care activities such as feeding, bathing, personal hygiene, dressing, fecal and urinary continence and toilet use. This scale can be self-assessed (<xref ref-type="bibr" rid="B40">40</xref>);</p>
<p>(b) <italic>Mobility</italic> was assessed through the Barthel mobility sub-scale (<xref ref-type="bibr" rid="B39">39</xref>), which assess the following three abilities: getting in and out of bed/chair, walking and going up and down the stairs. This scale can also be self-administered (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>(c) <italic>Independence in the instrumental activities of daily living</italic> (IADL) was assessed through the self-administered version of Lawton&#x00027;s IADL scale (<xref ref-type="bibr" rid="B42">42</xref>) that explores the independence in eight activities such as telephone use, grocery shopping, meal preparation, housekeeping, laundry, travel, medication, handling finances.</p>
<p>(d) <italic>Cognitive status</italic> was investigated using the self-administered cognitive screening test Test Your Memory (TYM) (<xref ref-type="bibr" rid="B43">43</xref>), a 10-task performance test that explores different cognitive domains: orientation, ability to copy a sentence, semantic knowledge, calculation, verbal fluency, similarities, naming, visuo-spatial abilities and recall of a previously copied sentence. The score ranges between 0 and 50, with higher scores indicating better cognitive function (<xref ref-type="bibr" rid="B43">43</xref>).</p>
<p>(e) <italic>Nutritional status</italic> was measured with the self-administered version of the Mini Nutritional Assessment Short-Form (MNA-SF) (<xref ref-type="bibr" rid="B44">44</xref>), that includes information on anthropometric measures (body mass index and weight loss), decline in food intake, mobility, recent psychological stress and neuropsychological problems;</p>
<p>(f) The <italic>number of drugs</italic> regularly used by the participant;</p>
<p>(g) <italic>Comorbidity</italic> was assessed by investigating the number of pathologies, among the first 13 categories of the Cumulative Illness Rating Scale (CIRS) (<xref ref-type="bibr" rid="B45">45</xref>), which require chronic drug therapy;</p>
<p>(h) <italic>Co-habitation status</italic> was evaluated by exploring three options: living alone, in an institution or with family members.</p>
<p>For each domain, a tripartite hierarchy is adopted based on conventional cut-off points: a score of 0 indicates no problems, 0.5 minor problems and 1.0 major problems. The sum of all these eight domains was divided by eight to obtain the SELFY-MPI-SF score (<xref ref-type="bibr" rid="B31">31</xref>), whose value is between 0 and 1 (the higher the score, the greater the degree of frailty).</p>
</sec>
<sec>
<title>Perceived Age Discrimination</title>
<p>PAD was ascertained explicitly by asking participants if they have ever been discriminated against for their age over the last 5 years; the possible answer was on a dichotomic choice &#x0201C;yes&#x0201D; or &#x0201C;no&#x0201D; (<xref ref-type="bibr" rid="B46">46</xref>).</p>
</sec>
<sec>
<title>Statistical Analysis</title>
<p>Main descriptive statistics were reported as absolute and relative (%) frequencies for categorical variables or as means with their standard deviation (SD) or median and interquartile range (IQR), depending on the normality of the distribution.</p>
<p>To compare the subjects&#x00027; characteristics at baseline, &#x0201C;<italic>p&#x0201D;</italic> values were calculated by using Student&#x00027;s <italic>t</italic>-test or Mann&#x02013;Whitney U test, where appropriated, for independent samples for continuous variables, and chi-square test for categorical ones.</p>
<p>The association between PAD (main dependent variable) and selected covariates was tested by means of a binary logistic regression analysis model. The predictors included in the final model were all the variables that reached a <italic>p</italic> &#x0003C; 0.10 in the univariate analysis. A backward model was applied to obtain the best set of factors associated with PAD. Odds ratios (ORs) and 95% confidence intervals (CIs) were used to compare the prevalence of associated factors by PAD status.</p>
<p>All analyses were performed by means of the SPSS 25.0 for Windows (SPSS Inc., Chicago, Illinois). All statistical tests were two-tailed and statistical significance was assumed for a p &#x0003C;0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The study sample included a total of 1,337 community-dwelling older people aged 65 years or over. with a mean age of 77.4 years (SD: 7.4, range 65&#x02013;107 years). Women were 56.0% and almost a third of the subjects lived alone (<italic>n</italic> = 429; 31.5%).</p>
<p>Eighty-three participants (6.2%) declared to have been discriminated against for their old age (PAD-group) during the 5 years before the interview. <xref ref-type="table" rid="T1">Table 1</xref> shows the characteristics of the study participants, grouped according to the presence or absence of PAD: the subjects included in the PAD-group were older (<italic>p</italic> = 0.03), more frequently women (<italic>p</italic> = 0.046), with greater economic difficulties (<italic>p</italic> = 0.001), lower level of cultural fruition (<italic>p</italic> = 0.022), social network (on average about two points less on the Lubben scale, <italic>p</italic> &#x0003C; 0.001), higher prevalence of negative affectivity (on average about 3.5 points more on the PANAS-negative scale, <italic>p</italic> &#x0003C; 0.001), and lower prevalence of positive affectivity (about two points less on the PANAS-positive scale, <italic>p</italic> = 0.032) compared to participants who did not declared PAD.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Participants&#x00027; characteristics.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="left"><bold>Overall study sample</bold></th>
<th/>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Perceived Age Discrimination</bold></th>
<th/>
</tr>
<tr>
<th/>
<th/>
<th/>
<th valign="top" align="center"><bold>No</bold></th>
<th valign="top" align="center"><bold>Yes</bold></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2">Number of subjects (%)</td>
<td valign="top" align="left">1,337 (100)</td>
<td valign="top" align="center">1,254 (93.8)</td>
<td valign="top" align="center">83 (6.2)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>Variable</bold></td>
<td/>
<td/>
<td/>
<td valign="top" align="center"><italic><bold>p</bold></italic></td>
</tr>
<tr>
<td valign="top" align="left"><bold>Age, years</bold></td>
<td valign="top" align="left">Mean (SD)</td>
<td valign="top" align="center">77.46 (7.43)</td>
<td valign="top" align="center">77.35 (7.38)</td>
<td valign="top" align="center">79.14 (8.04)</td>
<td valign="top" align="center">0.033</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Min/max</td>
<td valign="top" align="center">65&#x02013;107</td>
<td valign="top" align="center">65&#x02013;101</td>
<td valign="top" align="center">65&#x02013;107</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>Gender</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">592 (44.3)</td>
<td valign="top" align="center">564 (45.0)</td>
<td valign="top" align="center">28 (33.7)</td>
<td valign="top" align="center">0.046</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">745 (55,7)</td>
<td valign="top" align="center">690 (55.0)</td>
<td valign="top" align="center">55 (66.3)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>Level of education (ISCED recoded)</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Lower</td>
<td valign="top" align="center">760 (56.8)</td>
<td valign="top" align="center">706 (56.3)</td>
<td valign="top" align="center">54 (65.1)</td>
<td valign="top" align="center">0.146</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Average</td>
<td valign="top" align="center">416 (31.1)</td>
<td valign="top" align="center">392 (31.3)</td>
<td valign="top" align="center">24 (28.9)</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Higher</td>
<td valign="top" align="center">161 (12.0)</td>
<td valign="top" align="center">156 (12.4)</td>
<td valign="top" align="center">5 (6.0)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>Housing status</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">At home, with relatives/ caregivers</td>
<td valign="top" align="center">901 (67.4)</td>
<td valign="top" align="center">850 (67.8)</td>
<td valign="top" align="center">51 (61.4)</td>
<td valign="top" align="center">0.058</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Residential facility</td>
<td valign="top" align="center">15 (1.1)</td>
<td valign="top" align="center">12 (1.0)</td>
<td valign="top" align="center">3 (3.6)</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">At home, alone</td>
<td valign="top" align="center">421 (31.5)</td>
<td valign="top" align="center">392 (31.3)</td>
<td valign="top" align="center">29 (34.9)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>Economic difficulties</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">None</td>
<td valign="top" align="center">838 (62.7)</td>
<td valign="top" align="center">801 (63.9)</td>
<td valign="top" align="center">37 (44.6)</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Average</td>
<td valign="top" align="center">256 (19.1)</td>
<td valign="top" align="center">235 (18.7)</td>
<td valign="top" align="center">21 (25.3)</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Above average</td>
<td valign="top" align="center">243 (18.2)</td>
<td valign="top" align="center">218 (17.4)</td>
<td valign="top" align="center">25 (30.1)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>Level of cultural fruition</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Lower</td>
<td valign="top" align="center">490 (36.6)</td>
<td valign="top" align="center">448 (35.7)</td>
<td valign="top" align="center">42 (50.6)</td>
<td valign="top" align="center">0.022</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Average</td>
<td valign="top" align="center">256 (19.1)</td>
<td valign="top" align="center">245 (19.5)</td>
<td valign="top" align="center">11 (13.3)</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">Higher</td>
<td valign="top" align="center">591 (44.2)</td>
<td valign="top" align="center">561 (44.7)</td>
<td valign="top" align="center">30 (36.1)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>Self-reported victimization</bold>, <italic><bold>n</bold></italic> <bold>(%)</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">no</td>
<td valign="top" align="center">1,031 (77.1)</td>
<td valign="top" align="center">969 (77.3)</td>
<td valign="top" align="center">62 (74.7)</td>
<td valign="top" align="center">0.336</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">yes</td>
<td valign="top" align="center">306 (22.9)</td>
<td valign="top" align="center">285 (22.7)</td>
<td valign="top" align="center">21 (25.3)</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>Lubben Social Network Scale</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Median (IQR)</td>
<td valign="top" align="center">15.4 (11.7&#x02013;19.4)</td>
<td valign="top" align="center">15.7 (11.9&#x02013;19.5)</td>
<td valign="top" align="center">12.9 (8.5&#x02013;18.3)</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>PANAS - positive</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Median (IQR)</td>
<td valign="top" align="center">32 (25&#x02013;38)</td>
<td valign="top" align="center">32 (25&#x02013;38)</td>
<td valign="top" align="center">29 (21&#x02013;36)</td>
<td valign="top" align="center">0.028</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>PANAS - negative</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Median (IQR)</td>
<td valign="top" align="center">16 (12&#x02013;21)</td>
<td valign="top" align="center">16 (12&#x02013;21)</td>
<td valign="top" align="center">19 (14&#x02013;26)</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6"><bold>SELFY-MPI-SF</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Median (IQR)</td>
<td valign="top" align="center">0.19 (0.06&#x02013;0.31)</td>
<td valign="top" align="center">0.19 (0.06&#x02013;0.25)</td>
<td valign="top" align="center">0.25 (0.06&#x02013;0.88)</td>
<td valign="top" align="center">&#x0003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>ISCED, International Standard Classification of Education; PANAS, Positive and Negative Affect Scale; SELFY-MPI-SF, Multidimensional Prognostic Index-Short Form</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>, a significantly higher level of frailty was observed in participants included in the PAD group than in subjects who did not report PAD: median SELFY-MPI-SF score = 0.25 (IQR 0.06&#x02013;0.88) vs. 0.19 (IQR 0.06&#x02013;0.25), respectively (<italic>p</italic> &#x0003C; 0.001). After adjustment for age and gender, the logistic binary regression analysis demonstrated a significant association between PAD and the SELFY-MPI-SF score (OR 1.19, 95%CI 1.03&#x02013;1.37) and the PANAS-negative scale (OR 1.06, 95%CI 1.03&#x02013;1.10), thus showing that only the degree of frailty and the extent of negative affect were independent predictors of PAD (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Box plot of SELFY-MPI-SF score in participants reporting or not PAD (<italic>p</italic> &#x0003C; 0.001). Data are reported as medians with their interquartile ranges and outliers, by the presence or not of perceived age discrimination. <sup>&#x0002A;</sup><italic>p</italic> &#x0003C; 0.05.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-08-734636-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Predictors of PAD (Forest plot). Variables entered in the binary logistic regression analysis: age, gender, economic difficulties, Lubben Social Network Scale, Level of cultural fruition, PANAS-negative, PANAS-positive, SELFY-MPI-SF (see methods). In this analysis, the SELFY-MPI-SF score was multiplied by 10 and the variable &#x0201C;Economic difficulties&#x0201D; was dichotomized in &#x0201C;none/average&#x0201D; vs &#x0201C;above average&#x0201D;.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-08-734636-g0002.tif"/>
</fig>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In this study we explored the association between ageism and self-assessed frailty in a large sample of community-dwelling older people. A relatively small proportion of the study participants enrolled in the PRESTIGE project experienced PAD (6.2%), a percentage lower than that reported in other studies (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>). This finding can be explained by the characteristics of the participants included in the study, i.e., socially and culturally active older people with a low degree of physical and cognitive limitations. Nevertheless, this study contributes to provide relevant information on the relative role of frailty and several socio-economic, cultural, and psychological factors in fostering the subjective perception of age-based discrimination in older people.</p>
<p>Most studies address people&#x00027;s attitudes toward older people, but few explores the subjective PAD of older subjects themselves (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B46">46</xref>). In our study, a greater degree of frailty and a poor psychological well-being constitute the personal characteristics with the strongest association with subjective perceived ageism. While the association with depressive symptoms had already been stressed in other studies (<xref ref-type="bibr" rid="B20">20</xref>), the association of PAD with frailty is a new finding not previously highlighted. One study (<xref ref-type="bibr" rid="B32">32</xref>) investigated the cross-sectional association of ageist attitudes with frailty in Veterans 50 years and older but neither explicit nor implicit ageist attitudes were found associated with frailty. In our sample each increase of one decimal point in the SELFY-MPI-SF value is associated with about 20% increase in the likelihood of feeling a victim of ageism.</p>
<p>It should be also emphasized that the extent of the association of frailty and negative affects with PAD attenuate in our survey the role of other factors that emerged in previous studies (<xref ref-type="bibr" rid="B12">12</xref>&#x02013;<xref ref-type="bibr" rid="B15">15</xref>), such as age, gender, cultural factors, and economic conditions.</p>
<p>The present study has some limitations. First, the study sample including active seniors attending U3A can be considered mostly a &#x0201C;low risk&#x0201D; group according to the MPI risk of frailty categories (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Therefore, a selection bias in our findings is possible. Second, the choice of ascertaining the presence of subjective ageism with an explicit question that only admitted &#x0201C;yes&#x0201D; or &#x0201C;no&#x0201D; as an answer, may not have caught more hidden forms of ageism. Third, multidimensional frailty was assessed only through a self-reported tool: even if SELFY-MPI has a good agreement with standard MPI, some differences could be present using a standard form of MPI. Finally, this study does not allow to define the mechanisms of association between frailty and PAD.</p>
<p>As researchers, we are interested in potential interventions against ageism and the first step is to develop appropriate strategies and to target interventions on specific more vulnerable older populations. For this reason, further studies are needed to verify whether interventions aimed at preventing or treating frailty are also capable of reducing PAD.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>Perceived age discrimination (PAD) in community-dwelling older people is associated with the degree of individual frailty, target of possible interventions aimed both at reducing ageism and improving the well-being of the older adults.</p>
</sec>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Comitato Etico della Liguria. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>AP planned the study, supervised the data analysis, and the paper submission. SP planned the study, contributed to revising the paper, and wrote the section Design and Participants. AC performed all statistical analysis and wrote the remaining sections of the paper. NV supervised all statistical analysis and contributed to revising the paper. SZ wrote the remaining sections of the paper. VP helped to plan the study and wrote the section Statistical Analysis. CT planned the study and wrote the section Frailty. EZ and PG collected data. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>This work was supported by Fondazione CARIGE (Stronger, less frail GRANT 2018).</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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="s10">
<title>Publisher&#x00027;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec> 
</body>
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