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Benge JF, Scullin MK. A meta-analysis of technology use and cognitive aging. Nat Hum Behav 2025:10.1038/s41562-025-02159-9. [PMID: 40229575 DOI: 10.1038/s41562-025-02159-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Accepted: 02/27/2025] [Indexed: 04/16/2025]
Abstract
The first generation who engaged with digital technologies has reached the age where risks of dementia emerge. Has technological exposure helped or harmed cognition in digital pioneers? The digital dementia hypothesis predicts that a lifetime of technology exposure worsens cognitive abilities. An alternative hypothesis is that such exposures lead to technological reserve, wherein digital technologies promote behaviours that preserve cognition. We tested these hypotheses in a meta-analysis and systematic review of studies published in Medline, PsycInfo, CINAHL, Science Direct, Scopus, Cochrane Library, ProQuest and Web of Science. Studies were included if they were observational or cohort studies focused on general digital technology use in older adults (over age 50) and included either a cognitive or dementia diagnosis outcome. We identified 136 papers that met inclusion criteria, of which 57 were compatible with odds ratio or hazard ratio meta-analysis. These studies included 411,430 adults (baseline age M = 68.7 years; 53.5% female) from cross-sectional and longitudinal observational studies (range: 1-18 years, M = 6.2 years). Use of digital technologies was associated with reduced risk of cognitive impairment (OR = 0.42, 95% CI 0.35-0.52) and reduced time-dependent rates of cognitive decline (HR = 0.74, 95% CI 0.66-0.84). Effects remained significant when accounting for demographic, socioeconomic, health and cognitive reserve proxies. All studies were evaluated for quality on the basis of a standardized checklist; the primary outcomes replicated when limiting analyses to the highest-quality studies. Additional work is needed to test bidirectional causal interpretations, understand mechanisms that underpin technological reserve, and identify how types and timings of technology exposures influence cognitive health.
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Affiliation(s)
- Jared F Benge
- Department of Neurology, University of Texas at Austin, Austin, TX, USA.
- Mulva Clinic for the Neurosciences, University of Texas at Austin, Austin, TX, USA.
| | - Michael K Scullin
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA.
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Akbayrak E, Powell PA, Tunc N, Barnes S. The Relationship Between Subjective Cognitive Decline and Cognitive Leisure Activity Engagement: A Systematic Review. THE GERONTOLOGIST 2024; 65:gnae176. [PMID: 39657691 PMCID: PMC11772863 DOI: 10.1093/geront/gnae176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Indexed: 12/12/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Subjective cognitive decline (SCD) is a common experience of self-perceived decline without objective cognitive impairment. It has been theorized that SCD is associated with participation in cognitive leisure activities (CLAs), but the evidence base is multifarious and unclear. The purpose of this systematic review was to synthesize current evidence to determine the association between SCD and CLA engagement. RESEARCH DESIGN AND METHODS Systematic searches were conducted in EMBASE, MEDLINE, PsycINFO, and Web of Science (last searched April 2023). Data were extracted against a priori inclusion criteria and synthesized narratively using Synthesis without Meta-Analysis guidelines. Risk of bias was assessed using the Newcastle-Ottawa Scale (NOS) and Mixed Methods Appraisal Tool (MMAT). Reporting follows PRISMA guidelines. RESULTS From 4,447 records, 11 articles were included. Due to study heterogeneity, evidence on SCD and CLA association is inconclusive. Although a modest correlation was found between greater engagement in CLA and fewer reports of SCD, the heterogeneity in study designs and outcomes, particularly in those addressing only perceived memory decline and CLA engagement, challenges definitive conclusions on this relationship. Evidence from mixed-method and qualitative studies indicated that perceived memory decline may cause negative feelings, such as shame and frustration, which may influence participating in CLA. DISCUSSION AND IMPLICATIONS These findings suggest that participation in CLA is moderately associated with, and may act protectively against, SCD. However, establishing a directional or causal relationship between CLA participation and SCD outcomes requires further investigation through longitudinal and/or interventional studies.
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Affiliation(s)
- Emine Akbayrak
- Sheffield Centre for Health and Related Research, School of Medicine and Population Health, University of Sheffield, Sheffield, UK
| | - Philip A Powell
- Sheffield Centre for Health and Related Research, School of Medicine and Population Health, University of Sheffield, Sheffield, UK
| | - Neslihan Tunc
- Sheffield Centre for Health and Related Research, School of Medicine and Population Health, University of Sheffield, Sheffield, UK
| | - Sarah Barnes
- Sheffield Centre for Health and Related Research, School of Medicine and Population Health, University of Sheffield, Sheffield, UK
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Lopez de Coca T, Moreno L, Pardo J, Pérez-Tur J, Ramos H, Villagrasa V. Influence of daily life and health profile in subtle cognitive decline of women residing in Spanish religious communities: DeCo religious orders study. Front Public Health 2024; 12:1395877. [PMID: 39086806 PMCID: PMC11288981 DOI: 10.3389/fpubh.2024.1395877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 07/01/2024] [Indexed: 08/02/2024] Open
Abstract
Background Prior to the onset of dementia, individuals commonly undergo a phase marked by subtle cognitive changes, known as subtle cognitive decline. Recognizing these early cognitive alterations is crucial, as they can serve as indicators of an impending decline in cognitive function, warranting timely intervention and support. Objectives To determine the incidence of subtle cognitive decline in a population of Spanish women and establish the relationship with possible protective and/or risk factors such as cognitive reserve, cardiovascular risk factors, medication consumption and psychosocial factors. Design and participants This is a cross-sectional observational study with women from the general population and a more homogeneous population composed of nuns from the Valencian region (Spain). Measurements A validated questionnaire was used including lifestyle variables, chronic illnesses, level of education and pharmacological treatments. Three validated subtle cognitive decline screening tests with varying levels of sensitivity and specificity were used: Memory Impairment Screening, Pfeiffer's Short Portable Mental State Questionnaire, and Semantic Verbal Fluency. Results Our results suggest that nuns may have a significantly reduced risk of cognitive decline compared to the general population (20.67% in nuns vs. 36.63% in the general population). This lower risk for subtle cognitive decline in nuns may be partly attributed to their higher cognitive reserve and long-time engagement in intellectually stimulating activities. Additionally, nuns tend to adopt healthy lifestyles, they are not isolated because they live in community and obtained lower scores for risk factors such as depression, anticholinergic burden, and benzodiazepine consumption. Conclusion A healthy lifestyle combined with intellectually stimulating activities is related with preserved cognitive function.
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Affiliation(s)
- Teresa Lopez de Coca
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
- Department of Pharmacy, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
| | - Lucrecia Moreno
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
- Department of Pharmacy, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
| | - Juan Pardo
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
- Embedded Systems and Artificial Intelligence Group, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
| | - Jordi Pérez-Tur
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
- Institut de Biomedicina de València-CSIC, CIBERNED, ISCIII, Valencia, Spain
| | - Hernán Ramos
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
| | - Victoria Villagrasa
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
- Department of Pharmacy, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
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Balsamo F, Berretta E, Meneo D, Baglioni C, Gelfo F. The Complex Relationship between Sleep and Cognitive Reserve: A Narrative Review Based on Human Studies. Brain Sci 2024; 14:654. [PMID: 39061395 PMCID: PMC11274941 DOI: 10.3390/brainsci14070654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 06/21/2024] [Accepted: 06/24/2024] [Indexed: 07/28/2024] Open
Abstract
Sleep and brain/cognitive/neural reserve significantly impact well-being and cognition throughout life. This review aims to explore the intricate relationship between such factors, with reference to their effects on human cognitive functions. The specific goal is to understand the bidirectional influence that sleep and reserve exert on each other. Up to 6 February 2024, a methodical search of the literature was conducted using the PubMed database with terms related to brain, cognitive or neural reserve, and healthy or disturbed sleep. Based on the inclusion criteria, 11 articles were selected and analyzed for this review. The articles focus almost exclusively on cognitive reserve, with no explicit connection between sleep and brain or neural reserve. The results evidence sleep's role as a builder of cognitive reserve and cognitive reserve's role as a moderator in the effects of physiological and pathological sleep on cognitive functions. In conclusion, the findings of the present review support the notion that both sleep and cognitive reserve are critical factors in cognitive functioning. Deepening comprehension of the interactions between them is essential for devising strategies to enhance brain health and resilience against age- and pathology-related conditions.
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Affiliation(s)
- Francesca Balsamo
- Department of Human Sciences, Guglielmo Marconi University, 00193 Rome, Italy
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
| | | | - Debora Meneo
- Department of Human Sciences, Guglielmo Marconi University, 00193 Rome, Italy
| | - Chiara Baglioni
- Department of Human Sciences, Guglielmo Marconi University, 00193 Rome, Italy
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Freiburg, 79104 Freiburg, Germany
| | - Francesca Gelfo
- Department of Human Sciences, Guglielmo Marconi University, 00193 Rome, Italy
- IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
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Sheng K, Chen H, Qu X. The effects of cognitive leisure activities on frailty transitions in older adults in China: a CHARLS-Based longitudinal study. BMC Public Health 2024; 24:1405. [PMID: 38802740 PMCID: PMC11129477 DOI: 10.1186/s12889-024-18889-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 05/20/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND In an effort to identify factors associated with frailty transitions that trigger a significant difference in preventing and postponing the progression of frailty, questions regarding the role of cognitive leisure activities on various aspects of older adults' health were raised. However, the relationship between cognitive leisure activities and frailty transitions has rarely been studied. METHODS A total of 5367 older Chinese adults aged over 60 years from the China Health and Retirement Longitudinal Study (CHARLS) were selected as participants. The 2nd wave of the CHARLS in 2013 was selected as the baseline, and sociodemographic and health-related status baseline data were collected. The FRAIL Scale was used to measure frailty, while cognitive leisure activities were measured by the Cognitive Leisure Activity Index (CLAI) scores, which consisted of playing mahjong or cards, stock investment, and using the internet. After two years of follow-up, frailty transition from baseline was assessed at the 3rd wave of the CHARLS in 2015. Ordinal logistic regression analysis was used to examine the relationship between cognitive leisure activities and frailty transitions. RESULTS During the two-year follow-up of 5367 participants, the prevalence of frailty that improved, remained the same and worsened was 17.8% (957/5367), 57.5% (3084/5367) and 24.7% (1326/5367), respectively. Among all participants, 79.7% (4276/5367), 19.6% (1054/5367), and 0.7% (37/5367) had CLAI scores of 0, 1, and 2 to 3, respectively. In the univariate analysis, there was a statistically significant association between a score of 2 to 3 on the Cognitive Leisure Activity Index and frailty transitions (odds ratio [OR] = 1.93, 95% CI 0.03 to 1.29, p = .04), while all other covariates were not significantly different across the three groups. After adjusting for covariates, participants with more cognitive leisure activities had a higher risk of frailty improvement than those without cognitive leisure activities (odds ratio [OR] = 1.99, 95% CI 1.05 to 3.76, p = .04). CONCLUSIONS Cognitive leisure activities were positively associated with the risk of frailty improvement in older adults, mainly when participating in multiple such activities. Older adults may be encouraged to participate in a wide variety of cognitive leisure activities to promote healthy aging.
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Affiliation(s)
- Kai Sheng
- The Fourth School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou First People's Hospital, Hangzhou, China
- Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
- School of Medicine, Tongji University, Shanghai, China
| | - Hao Chen
- School of Public Health, Fudan University, Shanghai, China
| | - Xianguo Qu
- Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China.
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Gil-Peinado M, Alacreu M, Ramos H, Sendra-Lillo J, García C, García-Lluch G, Lopez de Coca T, Sala M, Moreno L. The A-to-Z factors associated with cognitive impairment. Results of the DeCo study. Front Psychol 2023; 14:1152527. [PMID: 37408963 PMCID: PMC10319401 DOI: 10.3389/fpsyg.2023.1152527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/23/2023] [Indexed: 07/07/2023] Open
Abstract
Introduction Cognitive impairment (CI) is known to be mediated by several risk and protective factors, many of which are potentially modifiable. Therefore, it is important to have up-to-date studies that address a standard assessment of psychosocial, clinical and lifestyle variables. Materials and methods We conducted a cross-sectional observational study, with a 24-month timeframe, to estimate the relationship between risk and protective factors associated with dementia, according to the A-to-Z Dementia Knowledge. Participants were considered at CI risk if they tested positive for at least one of three validated CI screening tests: The Memory Impairment Screening, Short Portable Mental State Questionnaire, and Semantic Verbal Fluency. The A-to-Z data Collection included Mediterranean Diet Adherence Screener and Geriatric Depression Scale. Results The estimated prevalence of CI was 22.6% in a sample of 709 patients with an average of 69.3±10.3 years. The risk factors gradually associated with cognitive decline were hypertension, loneliness, and depression. In contrast, the protective factors gradually associated with less cognitive decline were internet use, reading, and intellectually stimulating jobs. Finally, living alone, having diabetes, taking benzodiazepines, and sleeping more than 9 h were statistically significant associated with CI, whereas to do memory training or a family history of dementia was characteristic of patients without CI. Conclusion A joint assessment of the influence of psychosocial, clinical, and lifestyle-related factors is needed to develop dementia prevention strategies.
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Affiliation(s)
- María Gil-Peinado
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
- Muy Ilustre Colegio Oficial de Farmacéuticos, Valencia, Spain
| | - Mónica Alacreu
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
- Department of Mathematics, Physics and Technological Sciences, Universidad CEU Cardenal Herrera, Valencia, Spain
| | - Hernán Ramos
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
- Muy Ilustre Colegio Oficial de Farmacéuticos, Valencia, Spain
| | - José Sendra-Lillo
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
- Muy Ilustre Colegio Oficial de Farmacéuticos, Valencia, Spain
| | - Cristina García
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
| | - Gemma García-Lluch
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
| | - Teresa Lopez de Coca
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
- Department of Pharmacy, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
| | - Marta Sala
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
| | - Lucrecia Moreno
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, Valencia, Spain
- Department of Pharmacy, Universidad Cardenal Herrera-CEU, CEU Universities, Valencia, Spain
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Ramos H, Moreno L, Pérez-Tur J, Cháfer-Pericás C, García-Lluch G, Pardo J. CRIDECO Anticholinergic Load Scale: An Updated Anticholinergic Burden Scale. Comparison with the ACB Scale in Spanish Individuals with Subjective Memory Complaints. J Pers Med 2022; 12:jpm12020207. [PMID: 35207695 PMCID: PMC8876932 DOI: 10.3390/jpm12020207] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 01/30/2022] [Accepted: 01/31/2022] [Indexed: 11/30/2022] Open
Abstract
The increase in life expectancy has also been accompanied by an increase in the use of medication to treat chronic diseases. Polypharmacy is associated with medication-related problems such as the increase in the anticholinergic burden. Older people are more susceptible to anticholinergic effects on the central nervous system and this, in turn, may be related to cognitive impairment. In this paper, we develop an updated anticholinergic burden scale, the CRIDECO Anticholinergic Load Scale (CALS) via a systematic review of the literature and compare it with the currently most used Anticholinergic Burden Scale (ACB). Our new scale includes 217 different drugs with anticholinergic properties, 129 more than the ACB. Given the effect that anticholinergic medications have on cognitive performance, we then used both scales to investigate the relationship between anticholinergic burden and cognitive impairment in adult Spanish subjects with subjective memory complaint. In our population, we observed an association between cognitive impairment and the anticholinergic burden when measured by the new CALS, but not when the ACB was applied. The use of a more comprehensive and upgraded scale will allow better discrimination of the risk associated with the use of anticholinergic medications on cognitive impairment. CALS can help raise awareness among clinicians of the problems associated with the use of medications, or combinations of them, with large anticholinergic effect, and promote a better personalized pharmacological approach for each patient.
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Affiliation(s)
- Hernán Ramos
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain; (H.R.); (L.M.); (J.P.-T.); (C.C.-P.); (G.G.-L.)
- Department of Pharmacy, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain
| | - Lucrecia Moreno
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain; (H.R.); (L.M.); (J.P.-T.); (C.C.-P.); (G.G.-L.)
- Department of Pharmacy, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain
| | - Jordi Pérez-Tur
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain; (H.R.); (L.M.); (J.P.-T.); (C.C.-P.); (G.G.-L.)
- Institut de Biomedicina de València-CSIC, CIBERNED, Unitat Mixta de Neurologia i Genetica, IIS La Fe, 46010 Valencia, Spain
| | - Consuelo Cháfer-Pericás
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain; (H.R.); (L.M.); (J.P.-T.); (C.C.-P.); (G.G.-L.)
- Alzheimer Disease Research Group, Health Research Institute La Fe, 46026 Valencia, Spain
| | - Gemma García-Lluch
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain; (H.R.); (L.M.); (J.P.-T.); (C.C.-P.); (G.G.-L.)
- Alzheimer Disease Research Group, Health Research Institute La Fe, 46026 Valencia, Spain
| | - Juan Pardo
- Cátedra DeCo MICOF-CEU UCH, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain; (H.R.); (L.M.); (J.P.-T.); (C.C.-P.); (G.G.-L.)
- Embedded Systems and Artificial Intelligence Group, Universidad Cardenal Herrera-CEU, CEU Universities, 46115 Valencia, Spain
- Correspondence:
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