Cited by 28Art Therapy and Mental HealthAging and Gerontology ResearchAging, Health, and Disability

Difference in predictors and barriers to arts and cultural engagement with age in the United States: A cross-sectional analysis using the Health and Retirement Study

Open access
Fluharty, Meg, Paul, Elise, Bone, Jessica, Bu, Feifei, Sonke, Jill, Fancourt, Daisy·2021·PLOS ONE

Published version of a preprint

Abstract

Introduction: Arts and cultural engagement are associated with a range of mental and physical health benefits, including promoting heathy aging and lower incidence of age-related disabilities such as slower cognitive decline and slower progression of frailty. This suggests arts engagement constitutes health-promoting behaviour in older age. However, there are no large-scale studies examining how the predictors of arts engagement vary with age. Methods: Data from the Health and Retirement Study (2014) were used to identify sociodemographic, life satisfaction, social, and arts appreciation predictors of (1) frequency of arts engagement, (2) cultural attendance, (3) difficulty participating in the arts, and (4) being an interested non-attendee of cultural events. Logistic regression models were stratified by age groups [50–59, 60–69, ≥70] for the frequency of arts participation outcome and [50–69 vs ≥70] all other outcomes. Results: Findings indicated a number of age-related predictors of frequent arts engagement, including gender, educational attainment, wealth, dissatisfaction with aging, and instrumental activities of daily living (iADL). For cultural event attendance, lower interest in the arts predicted lack of engagement across age groups, whereas higher educational attainment and more frequent religious service attendance became predictors in older age groups (≥ 70). Adults in both age groups were less likely to report difficulties engaging in the arts if they had lower neighbourhood safety, whilst poor self-rated health and low arts appreciation also predicted reduced likelihood of this outcome, but only in the younger (50–69) age group. Adults in the older (≥ 70) age group were more likely to be interested non-attendees of cultural events if they had higher educational attainment and less likely if they lived in neighbourhoods with low levels of safety. Conclusions: Our results suggest that certain factors become stronger predictors of arts and cultural engagement and barriers to engagement as people age. Further, there appear to be socioeconomic inequalities in engagement that may increase in older ages, with arts activities overall more accessible as individuals age compared to cultural engagement due to additional financial barriers and transportation barriers. Ensuring that these activities are accessible to people of all ages will allow older adults to benefit from the range of health outcomes gained from arts and cultural engagement.

AI snapshot

Written from the paper’s full text.

TL;DR

In a cross-sectional Health and Retirement Study analysis, predictors and barriers to arts and cultural engagement varied by age among US adults aged 50+. Socioeconomic factors such as education and wealth, along with arts appreciation, health, and social participation, showed age-related differences, with cultural attendance appearing more affected by financial and transportation barriers than participatory arts.

Key findings

  • Among 7,523 participants for frequency of arts participation, 88.2% reported weekly or more participation and 11.8% less than weekly; adults aged ≥70 were more likely than those aged 50–59 to participate at least weekly (OR = 1.81, 95% CI = 1.24, 2.64).
  • In the 1,465-participant sample for cultural attendance and barriers, 64.9% attended a cultural event in the past 12 months, 38.4% reported difficulties participating in the arts, and 39.8% missed an event they wanted to attend.
  • Lower arts appreciation consistently predicted reduced cultural event attendance across age groups (arts index OR = 0.36 total; OR = 0.35 for ages 50–69; OR = 0.34 for ages ≥70), while higher educational attainment and more frequent religious service attendance became predictors of attendance in the ≥70 group.
  • For barriers, in ages 50–69 frequent religious service attendance predicted reporting difficulties participating in the arts (monthly OR = 2.78; weekly OR = 2.12), whereas low neighbourhood safety (OR = 0.37), poor self-rated health (OR = 0.52), and lower arts appreciation (OR = 0.53) predicted reduced likelihood of reporting difficulties; in ages ≥70, higher education predicted being an interested non-attendee (high school OR = 2.32; college/postgraduate OR = 3.40), and low neighbourhood safety predicted lower likelihood of this outcome (OR = 0.33).

Methods

  • Cross-sectional analysis of the 2014 Health and Retirement Study (HRS), a nationally representative US cohort of adults over 50. Two samples were used: N = 7,523 for frequency of arts participation and N = 1,465 for cultural attendance, difficulty participating in the arts, and interested non-attendee status.
  • Four binary outcomes were examined: frequency of arts participation, cultural attendance, difficulty participating in the arts, and missed cultural events. Eighteen predictors covered sociodemographic, life satisfaction, social, health, and arts appreciation factors; arts appreciation was measured with a seven-item index (Cronbach’s alpha = 0.95).
  • Logistic regression models were stratified by age groups [50–59, 60–69, ≥70] for arts participation and [50–69 vs ≥70] for the other outcomes. Analyses were weighted to the US population and used multiple imputation by chained equations (50 imputed datasets) in Stata 16.

Limitations

  • The paper states that the 2014 Culture and Arts module sample was small relative to the total cohort, limiting stratification to two age groups for three outcomes and requiring collapsed outcomes and predictors; some survey questions were broadly phrased, such as a single self-reported neighbourhood safety item; and the cross-sectional design prevents causal inference.
  • Evident from the text: all outcomes and most predictors are self-reported, and the binary/collapsed coding of outcomes may obscure variation in frequency, difficulty, or interest.
  • Evident from the text: race/ethnicity was analysed in broad categories, and the authors note that race/ethnicity is interconnected with socioeconomic factors such as income and education, which may not be fully disentangled in these models.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1371/journal.pone.0261532

Cites

43 of 43 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

12 of 28 cited sources checked · 3 supported · 1 flagged · accuracy not yet measured

  • Findingown data

    Among those aged 50-69, frequently attending religious services was associated with reporting difficulties engaging in the arts (Monthly: OR = 2.78; 95% CI = 1.59, 4.85; Weekly: OR = 2.12; 95% CI = 1.19, 3.77).

    “When stratified by age, those aged 50–69 who frequently attended religious services ([Monthly: OR = 2.78; 95% CI = 1.59, 4.85], [Weekly: OR = 2.12; 95% CI = 1.19, 3.77]) reported difficulties engaging in the arts”
    Quote in the paperSubstantial claim
  • Findingreasoning

    Low appreciation for the arts was a constant predictor of not being an interested non-attendee and non-participant.

    “Further, low appreciation for the arts was a constant predictor of not being an interested non-attendee and non-participant”
    Quote in the paperSubstantial claim
  • Findingown data

    Low arts appreciation was the only factor consistently associated with being an interested non-attendee in both age groups.

    “Low arts appreciation was the only factor consistently associated with being an interested non-attendee in both age groups.”
    Quote in the paperSubstantial claim
  • Findingown data

    The odds of being an interested non-attendee did not differ in those aged 50-69 versus 70 and over.

    “The odds of being an interested non-attendee did not differ in those aged 50–69 versus 70 and over.”
    Quote in the paperNot a substantial claim
  • Findingown data

    Among individuals aged 70 and over, more frequent religious service attendance was associated with greater likelihood of having attended a cultural event (Monthly: OR = 2.53; 95% CI = 1.39, 4.60; Weekly: OR = 3.12; 95% CI = 1.62, 5.99).

    “While individuals aged 70 and over with higher educational attainment ([high school: OR = 2.21; 95% CI = 1.23; 3.99], [college/ postgraduate: OR = 5.53; 95% CI = 2.53, 12.12]) and more frequent religious service attendance ([Monthly: OR = 2.53; 59% CI = 1.39, 4.60], [Weekly: OR = 3.12; 95% CI = 1.62, 5.99]) were more likely to have attended.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 25
  • May combine two claims. 17
  • The quote only partly states this claim. 3
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    There have been reports of declining arts participation with age in the United States.

    “There have been reports of declining arts participation with age in the United States (US) as well [17–19].”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [17] Welch V, Kim Y. Race / ethnicity and Arts participation in the Arts. Analysis. 2010;

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [18] Rabkin N, Hedberg EC. Arts education in America: What the declines mean for arts participation. Arts Education in America: Declines and the Need for Reinvestment. 2012;1–57. source

      In the Adult arts education section (page not provided), the report says benchmark arts attendance rises with age: in 2008, adults aged 55 or older were the most likely to attend. The Introduction reports a decline in participation over time, not a decline as people age. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [19] National Endowment for the Arts. How a Nation Engages With Art: Highlights from the 2012 Survey of Public Participation in the Arts. Washington, DC; 2013.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In the United Kingdom, arts participation declines noticeably beginning around age 65, with the steepest declines for individuals over 85.

    “In the United Kingdom (UK) studies have shown noticeable declines in arts participation beginning around age 65 [14], with the steepest declines for individuals over 85 [14, 15].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [14] E Keaney, 2007, The Golden Age of the Arts? Taking Part Survey Findings on Older People and the Arts, Cultural Trends source
    • cites [15] D Fancourt, 2020, What barriers do people experience to engaging in the arts? Structural equation modelling of the relationship between individual characteristics and capabilities, opportunities, and motivations to engage, PLOS ONE source

      The Introduction reports that arts participation is lower among older adults, especially those over 85. It does not identify age 65 as the point when participation begins to decline or establish the steepness of that decline. The Discussion also notes that this paper's own analysis found fewer barriers with increasing age, while leaving barriers in older age specifically unresolved. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Similar trends are seen with cultural attendance alongside declines in physical activity.

    “Similar trends are seen with cultural attendance (such as visiting museums, historic parks and gardens) alongside declines in physical activity [16].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [16] HW Mak, 2020, Does arts and cultural engagement vary geographically? Evidence from the UK household longitudinal study, Public Health source

      The Methods (Measures; page unavailable) identify museum and heritage-site visits as forms of cultural engagement, and the Discussion reports geographic differences in that engagement. The paper does not report a decline in cultural attendance alongside declining physical activity; its Introduction mentions physical activity only as another behaviour that may be influenced by population composition. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    There is little evidence of predictors of arts and cultural engagement changing over time, with predictors in the 1990s showing very high levels of similarity to predictors in the 2010s.

    “Additionally, it has been demonstrated that there is little evidence of predictors of arts and cultural engagement changing over time, with predictors in the 1990s showing very high levels of similarity to predictors in the 2010s [25].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [25] Bone J, Bu F, Fluharty M, Paul E, Sonke J, Fancourt D. Who engages in the arts in the United States? A comparison of three types of engagement using data from the General Social Survey. unpublished. 2021; source

      The “Change across survey years” section reports no evidence that most tested associations changed over time, supporting the broad claim of stability. But it also finds changes in how sex and race relate to event attendance, including a widening racial disparity; it does not establish uniformly high similarity between predictors in the 1990s and 2010s. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Gender differences in engagement have been observed, which may increase with age, with women in older age groups more likely to attend arts events than men.

    “Gender differences in engagement have also been observed, which may increase with age, with women in older age groups more likely to attend arts events than men [16].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [16] HW Mak, 2020, Does arts and cultural engagement vary geographically? Evidence from the UK household longitudinal study, Public Health source

      The Introduction (page unavailable) reports previous research suggesting gender differences in arts engagement, with women more likely to engage. It does not say that the difference increases with age or that older women are more likely than older men to attend arts events; the Results > Demographics section reports age and gender separately without that comparison. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    A number of sociodemographic disparities in arts and cultural engagement have been identified, often amplified in older age, including illness and disability, living alone, lower educational attainment, ethnic minority status, and living in areas with high levels of poverty.

    “A number of sociodemographic disparities in arts and cultural engagement have also been identified, which are often amplified in older age [14, 20]. These include illness and disability [21], living alone [21], lower educational attainment [21–23], ethnic minority status [24], and living in areas with high levels of poverty [16].”
    Quote in the paperSubstantial claim1 of 4 sources checked
    • cites [14] E Keaney, 2007, The Golden Age of the Arts? Taking Part Survey Findings on Older People and the Arts, Cultural Trends source
    • cites [20] D Fancourt, 2019, Cultural engagement and mental health: Does socio-economic status explain the association?, Soc Sci Med source

      The Introduction describes a social gradient in cultural engagement, and Results > Study 1 shows disparities by education, wealth and occupational status among adults aged 50 and above (page unavailable). The cited paper does not show that these disparities are amplified in older age; the other listed disparities are attached to different citations in the citing sentence. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [21] Informing change: Taking Part in the arts | Arts Council England [Internet]. [cited 2020 Dec 1]. https://www.artscouncil.org.uk/publication/informing-change-taking-part-arts

      Not checked in the free run.

    • cites [24] Mak HW, Coulter R, Fancourt D. Patterns of social inequality in arts and cultural participation: Findings from a nationally representative sample of adults living in the United Kingdom of Great Britain and Northern Ireland.: 14.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Similar general population findings have identified these socioeconomic differences.

    “Similar general population findings have also identified these socioeconomic differences [15]”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [15] D Fancourt, 2020, What barriers do people experience to engaging in the arts? Structural equation modelling of the relationship between individual characteristics and capabilities, opportunities, and motivations to engage, PLOS ONE source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Many demographic and health predictors of age-related arts participation, such as gender and difficulty with iADL in older ages, have previously been associated with reduced likelihood of engagement.

    “many of which such as gender and difficulty with iADL in older ages have previously been associated with reduced likelihood of engagement [7, 13, 14].”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [7] D Fancourt, 2018, Cultural engagement and cognitive reserve: museum attendance and dementia incidence over a 10-year period, The British Journal of Psychiatry source

      The Method (Measures; page unavailable) says age, education and wealth were used to predict cultural engagement, and lists gender as a demographic covariate. It does not report that gender or difficulty with instrumental activities of daily living (iADL) was associated with a reduced likelihood of engagement. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [13] D Fancourt, 2019, The art of life and death: 14 year follow-up analyses of associations between arts engagement and mortality in the English Longitudinal Study of Ageing, BMJ source
    • cites [14] E Keaney, 2007, The Golden Age of the Arts? Taking Part Survey Findings on Older People and the Arts, Cultural Trends source
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    All analyses were weighted according to age, race/ethnicity, education, and state in the US population to account for unequal sampling.

    “All analyses were weighted according to age, race/ethnicity, education, and state in the US population to account for unequal sampling [33].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [33] Ofstedal MB, Weir D, Chen K-T (Jack). Updates to HRS Sample Weights [Internet]. Survey Research Center, Institute for Social Research, University of Michigan; 2011 [cited 2020 Dec 12]. http://hrsonline.isr.umich.edu/sitedocs/userg/dr-013.pdf source

      The Overview of Sample Design and Sample Weights (page not specified) says HRS weights account for unequal selection probabilities and describes post-stratification by age and race/ethnicity. It does not identify education or state as weighting factors; it instead mentions gender and geographic adjustment by primary sampling unit. The source also cannot establish that the citing authors weighted all their analyses. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Arts and cultural appreciation are known to enhance social capital.

    “Arts and cultural appreciation are known to enhance social capital [40]”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [40] W Pinxten, 2014, The importance of economic, social and cultural capital in understanding health inequalities: using a Bourdieu-based approach in research on physical and mental health perceptions, Sociology of Health & Illness source

      The Cultural capital section links cultural participation and aesthetic experiences to health, while the Social capital section defines social capital as a network-based resource. Neither says that arts or cultural appreciation enhances social capital. The Discussion says the study cannot assess how people convert one form of capital into another. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    A social gradient associated with interested non-attendance in the arts has been observed, with additional barriers such as finances, lack of time, and transportation difficulties.

    “A social gradient associated with interested non-attendance in the arts has been observed, with a number of additional barriers to engagement such as finances, lack of time, and transportation difficulties [25].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [25] Bone J, Bu F, Fluharty M, Paul E, Sonke J, Fancourt D. Who engages in the arts in the United States? A comparison of three types of engagement using data from the General Social Survey. unpublished. 2021; source
  • The quote only partly states this claim.

    Findingown data

    Those in both the 60-69 and 70+ age groups were more likely to participate at least weekly if they had higher educational attainment.

    “Those in both the 60–69 and 70+ age groups were more likely to participate at least weekly if they had higher educational attainment and were not satisfied with aging.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Certain factors became predictors or stronger predictors of arts participation as people aged, including gender, higher educational attainment, dissatisfaction with aging, difficulties with iADLs, and cognition.

    “However, there was evidence that certain factors become predictors or became stronger predictors as people aged, such as gender, higher educational attainment, dissatisfaction with aging, difficulties with instrumental activities of daily living (iADLs), and cognition.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The cross-sectional age differences observed reflect age-related change (aging) rather than cohort or period effects.
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    Those in both the 60-69 and 70+ age groups were less likely to participate in the arts if they were unable to do iADLs, and difficulties with iADLs if aged 70+.

    “They were also less likely to participate in the arts if they were men and were unable to do iADLs (and difficulties with iADLs if aged 70+).”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Those in both the 60-69 and 70+ age groups were less likely to participate in the arts if they were men.

    “They were also less likely to participate in the arts if they were men and were unable to do iADLs (and difficulties with iADLs if aged 70+).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Higher educational attainment and more frequent religious service attendance became predictors of cultural event attendance as people aged.

    “whereas higher educational attainment and more frequent religious service attendance became predictors as people aged.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The cross-sectional age differences observed reflect age-related change (aging) rather than cohort or period effects.
  • May combine two claims.

    Findingown data

    In the sample used to examine frequency of arts participation (N = 7,523), 88.2% reported weekly or more participation in the arts, and 11.8% reported less than weekly participation.

    “A majority (88.2%) reported weekly or more participation in the arts, and 11.8% reported less than weekly participation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Engaging in the arts has a range of health benefits, from supporting social determinants of health and playing a role in the prevention of mental and physical illness, to assisting in the management and treatment of various health conditions.

    “A recent report by the World Health Organization found evidence that engaging in the arts has a range of health benefits, from supporting social determinants of health and playing a role in the prevention of mental and physical illness, to assisting in the management and treatment of various health conditions [1].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Fancourt D, Finn S, World Health Organization, Regional Office for Europe, Health Evidence Network. What is the evidence on the role of the arts in improving health and well-being?: a scoping review [Internet]. 2019 [cited 2020 Nov 25]. http://www.ncbi.nlm.nih.gov/books/NBK553773/

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Arts engagement involves active ingredients known to be health promoting, including sensory activation, cognitive stimulation, reduced sedentary behaviour, and social interaction.

    “Arts engagement is a ubiquitous human behaviour that involves a number of ‘active ingredients’ that are known to be health promoting, including sensory activation, cognitive stimulation, a reduction in sedentary behaviours, and social interaction [1, 2].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [1] Fancourt D, Finn S, World Health Organization, Regional Office for Europe, Health Evidence Network. What is the evidence on the role of the arts in improving health and well-being?: a scoping review [Internet]. 2019 [cited 2020 Nov 25]. http://www.ncbi.nlm.nih.gov/books/NBK553773/

      Not checked in the free run.

    • cites [2] Council NR. Subjective Well-Being: Measuring Happiness, Suffering, and Other Dimensions of Experience [Internet]. 2013 [cited 2020 Dec 2]. https://www.nap.edu/catalog/18548/subjective-well-being-measuring-happiness-suffering-and-other-dimensions-of

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Of the 1,500 respondents invited to the Culture and Arts module, 1,496 (99.7%) took part, and 1,465 (97.9%) had non-missing data on the other three outcomes.

    “Of the 1,500 respondents recruited, 1,496 participants (99.7%) took part. Of these, 1,465 (97.9%) had non-missing data on our other three outcomes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Previous studies suggest age-related barriers to arts participation include poor health, lack of time, and interest, and barriers to arts event attendance include costs, no one to attend with, and lack of transportation.

    “However, evidence from previous studies has suggested some age related barriers to arts participation (such as poor health, lack of time, and interest) and attendance of arts events (such as costs, no one to attend with, and lack of transportation) [14].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [14] E Keaney, 2007, The Golden Age of the Arts? Taking Part Survey Findings on Older People and the Arts, Cultural Trends source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Some survey questions were quite broadly phrased and are therefore difficult to make strong inferences from the data.

    “Additionally, some survey questions were quite broadly phrased and are therefore difficult to make strong inferences from the data based on potential variation in interpretation across participations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    We ran a sensitivity analysis including neutral along with agree and found results to be largely consistent with the current results with the additional inclusion of iADLs.

    “However, we ran a sensitivity analysis including neutral along with agree and found results to be largely consistent with the current results with the additional inclusion of iADLs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Multiple imputation by chained equations was conducted to address missing data in exposures, resulting in 50 imputed datasets.

    “Multiple imputation by chained equations (MICE) was conducted to address missing data in exposures, resulting in 50 imputed datasets.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    A sensitivity analysis was conducted by collapsing the outcome variable into 'neutral/agree vs disagree' and results were largely the same with the addition that those with difficulties in iADLs were less likely to report difficulties participating in the arts.

    “A sensitivity analysis was conducted by collapsing the outcome variable into ‘neutral/agree vs disagree’ (as opposed to neutral/disagree and agree) and is available in S3 Table. Results were largely the same with the addition that those with difficulties in iADLs were less likely to report difficulties participating in the arts.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Neighbourhood safety is based on a single self-reported question.

    “For example, neighbourhood safety is based on a single self- reported question”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    There is a broad literature showing that engagement with the arts has a range of physical, cognitive, and mental health promoting effects.

    “There is a broad literature showing that engagement with the arts has a range of physical, cognitive, and mental health promoting effects [1].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Fancourt D, Finn S, World Health Organization, Regional Office for Europe, Health Evidence Network. What is the evidence on the role of the arts in improving health and well-being?: a scoping review [Internet]. 2019 [cited 2020 Nov 25]. http://www.ncbi.nlm.nih.gov/books/NBK553773/

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    We had to collapse some outcomes and predictors due to the small samples.

    “Similarly, we had to collapse some outcomes and predictors due to the small samples”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    The sample of individuals responding to the 2014 Culture and Arts module was small with respect to the total cohort sample, and therefore we were unable to stratify by more than two age groups.

    “The sample of individuals responding to the 2014 Culture and Arts module was small with respect to the total cohort sample, and therefore we were unable to stratify by more than two age groups.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    These analyses were cross-sectional and therefore we cannot make causal inferences from the findings.

    “Finally, these analyses were cross-sectional and therefore we cannot make causal inferences from the findings.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    Of the total number of participants recruited by the start of wave 12 in 2014 (N = 35,364), 21,525 were known or presumed alive, and 18,747 participants (87.1% response rate) took part in the core survey.

    “First, of the total number of participants recruited by the start of wave 12 in the year 2014 (N = 35,364), there were 21,525 known or presumed alive (via correspondence or family notification). Of these, there were 18,747 participants (87.1% response rate) [28] who took part in the core survey”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [28] R McCammon, 2019

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    There appear to be socioeconomic inequalities in engagement that may increase in older ages.

    “Further, there appear to be socioeconomic inequalities in engagement that may increase in older ages”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The Health and Retirement Study replenishes the sample every six years with younger cohorts to ensure the data continues to provide a fully representative sample of individuals over the age of 50 in the United States.

    “HRS replenishes the sample every six years with younger cohorts to ensure the data continues to provide a fully representative sample of individuals over the age of 50 in the United States; more details on study design are described elsewhere [27].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] A Sonnega, 2014, Cohort Profile: the Health and Retirement Study (HRS), Int J Epidemiol source
  • May combine two claims.

    Premisecitation

    The Health and Retirement Study is a nationally representative study in the United States of over 37,000 individuals over the age of 50.

    “Participants were drawn from the Health and Retirement Study (HRS), a nationally representative study in the United States of over 37,000 individuals over the age of 50 [27].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] A Sonnega, 2014, Cohort Profile: the Health and Retirement Study (HRS), Int J Epidemiol source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The interest in the arts index score had a Cronbach's alpha of 0.95.

    “Appreciation for the arts was measured with: (18) interest in the arts index score (Cronbach’s alpha = 0.95)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Our results suggest that socioeconomic inequalities in arts and cultural engagement may increase in older ages, with arts activities overall remaining more accessible compared to cultural engagement.

    “Our results suggest that socioeconomic inequalities in arts and cultural engagement may increase in older ages, with arts activities overall remaining more accessible (compared to cultural engagement).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The cross-sectional age differences observed reflect age-related change (aging) rather than cohort or period effects.
36 of 36
  • The paper relies on this without support.

    There are no large-scale studies examining how the predictors of arts engagement vary with age.

    “However, there are no large-scale studies examining how the predictors of arts engagement vary with age.”
  • The paper relies on this without support.

    It is currently unclear whether predictors of arts engagement vary as people age.

    “However, it is currently unclear whether predictors of arts engagement vary as people age; in other words, whether certain demographic, socioeconomic, or health-related factors cause more barriers to engagement in later life compared to in middle age.”
  • The paper relies on this without support.

    There has been little distinction in the past between the predictors of arts engagement and the predictors of wanting to engage in the arts but not being able to.

    “Further, there has been little distinction in the past between the predictors of arts engagement vs predictors of wanting to engage in the arts but not being able to.”
  • The paper relies on this without support.

    The cross-sectional age differences observed reflect age-related change (aging) rather than cohort or period effects.

    “This study examined predictors of both arts and cultural engagement and barriers to engagement as people aged in the United States.”
  • The paper relies on this without support.

    The Health and Retirement Study is a nationally representative cohort of US older adults.

    “HRS is large nationally representative cohort study of retirement and old age in the United States.”
5 of 5

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Interested non-attendee cognition confidence interval differs from Table 4

    Minor

    The text gives a 95% confidence interval of 0.31-0.60 for an odds ratio of 2.35. Table 4 reports 1.10-5.02 for that estimate.

  • Neighbourhood-safety estimate differs from Table 3

    Minor

    The text reports an odds ratio of 0.37 (95% CI 0.18-0.75) for the younger age group, but Table 3 gives 0.39 (95% CI 0.19-0.79).

  • Discussion reverses the religious-attendance barrier finding

    Minor

    The results say that 50-69-year-olds who attended religious services frequently reported more difficulties engaging in the arts. The discussion instead lists religious service attendance among factors predicting a decreased likelihood of facing those barriers.

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 3

  1. Fancourt D, Finn S, World Health Organization, Regional Office for Europe, Health Evidence Network. What is the evidence on the role of the arts in improving health and well-being?: a scoping review [Internet]. 2019 [cited 2020 Nov 25]. http://www.ncbi.nlm.nih.gov/books/NBK553773/
  2. R McCammon, 2019, Health and Retirement Study Imputation of Cognitive Functioning Measures: 1992–2016
  3. J Smith, 2017, HRS Psychosocial and Lifestyle Questionnaire 2006–2016

Cited by

Sorted by citations

Authors
Fluharty, M., Paul, E., Bone, J., Bu, F., Sonke, J., & Fancourt, D.
Affiliations
  • University College London (GB)
  • University of Florida (US)
Corresponding author
Fluharty, Meg
Venue
PLOS ONE
Published
2021-12-20
Volume
16
Issue
12
Pages
e0261532
ISSN
1932-6203 (ISSN-L)
OpenAlex
W4200138324
Cited by
28
References
42
Citations by year
2026: 5 · 2025: 2 · 2024: 6 · 2023: 9 · 2022: 6
FWCI
33.90
Type
journal article
Language
en
Open access
Locations
  • PLoS ONE (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • UCL Discovery (University College London) (submittedVersion)
  • SocArXiv (OSF Preprints) (submittedVersion, cc-by)
  • SocArXiv (OSF Preprints) (submittedVersion)
Funders
  • National Endowment for the Arts (1862896-38-C-20)
  • Wellcome Trust (205407/Z/16/Z)
Topics
  • Social Sciences › Arts and Humanities › Conservation › Art Therapy and Mental Health
  • Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Aging and Gerontology Research
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Aging, Health, and Disability
Keywords
arts participation, cultural participation, older adults, age differences, barriers to participation, cultural attendance, arts appreciation, neighborhood safety, socioeconomic disparities, educational attainment, self-rated health, religious service attendance, transportation barriers, financial barriers, healthy aging
MeSH terms
Age Factors, Aged, Art, Cross-Sectional Studies, Culture, Educational Status, Female, Humans, Male, Middle Aged, Sex Factors, Socioeconomic Factors, United States, Social Participation

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-11-03.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-03.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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