Latent trajectories of recent and delayed memory and their predictors: evidence from SHARE.

OBJECTIVES: Cognitive decline is common in the old age, but some evidence suggests it may already occur during adulthood. Previous studies have linked age, gender, educational attainment, depression, physical activity, and social engagement to better cognitive performance over time. However, most studies have used global measures of cognition, which could mask subtle changes in specific cognitive domains. The aim of this study is to examine trajectories of recent and delayed memory recall from a variable-centered perspective, in order to elucidate the impact of age, gender, educational attainment, depression, physical activity, and social engagement on recent and delayed memory both at initial time and across a 10-year period. DESIGN AND PARTICIPANTS: The sample was formed by 56,616 adults and older adults that participated in waves 4 to 8 of the Survey of Health, Aging and Retirement in Europe (SHARE). ANALYSES: We used latent growth modeling to establish latent recent and delayed memory trajectories, and then tested the effects of the aforementioned covariates on the latent intercept and slopes. RESULTS: Results showed that both recent and delayed recall display a quadratic trajectory of decline. All covariates significantly explained initial levels of immediate and delayed recall, but only a few had statistically significant effects on the slope terms. CONCLUSIONS: We discuss differences between present results and those previously reported in studies using a person-centered approach. This study provides evidence of memory decline during adulthood and old adulthood. Further, results provide support for the neural compensation reserve theory.

Social participation, loneliness, and physical inactivity over time: evidence from SHARE.

OBJECTIVES: We aimed to explore the reciprocal effects of social participation, loneliness, and physical inactivity over a period of 6 years in a representative sample of European adults over 50 years old. DESIGN: A longitudinal study with a six-year follow-up period was conducted. SETTING: Four waves of the Survey of Health, Ageing and Retirement in Europe project were used. PARTICIPANTS: This study includes 64,887 participants from Europe and Israel, who were aged 50 or older at the first time. MEASUREMENTS: The relationship between participation in social activities, loneliness and physical inactivity was analyzed, controlling for age, gender, and disability. A series of cross-lagged panel models (CLPMs) were applied to analyze the relationships among these variables. RESULTS: A CLPM with equal autoregressive cross-lagged effects across waves was the best fit to the data (χ2 = 7137.8, CFI = .972, RMSEA = .049, SRMR = .036). The autoregressive effects for the three variables showed high stability across waves, and all the cross-lagged effects in the model were statistically significant. Social activity and physical inactivity maintained a strong negative cross-lagged effect, while their cross-lagged effects on loneliness were comparatively smaller. Social activity had a positive cross-lagged effect on loneliness, while physical inactivity had a negative cross-lagged effect on loneliness. CONCLUSIONS: These findings highlight the importance of promoting physical activity and social participation and addressing loneliness through targeted interventions in older adults.

Deepening the understanding of the structural validity of the Tilburg Frailty Indicator.

BACKGROUND: Psychometric properties of the Tilburg Frailty Indicator (TFI) have shown low internal consistency for psychological and social domains, and evidence for its structure validity is controversial. Moreover, research on TFI is frequently limited to community dwellings. AIMS: To evaluate structural validity, reliability, and convergent and divergent validity of the Spanish version of the Tilburg Frailty Indicator (TFI) in both community-dwelling and institutionalized older people. MATERIALS AND METHODS: A cross-sectional study was conducted on Spanish older adults (n = 457) recruited from both community settings (n = 322) and nursing homes (n = 135). Participants completed the TFI and other frailty instruments: Fried's Frailty Phenotype, Edmonton Frailty Scale, FRAIL Scale, and Kihon Checklist (KCL). Confirmatory Factor Analysis (CFA), and reliability and validity coefficients were estimated. RESULTS AND DISCUSSION: Some items from physical and social domains showed low factor loadings (< 0.40). The three-factor CFA model showed better fit indices after depurating these items. Reliability estimates were good (CRI ≥ 0.70) for physical and psychological domains in the institutionalized sample, while in the community dwellings, only physical domain reliability was adequate. Convergent and divergent validity of physical and psychological domains was good, except for some alternative psychological measures highly correlating with the TFI physical component (KCL-depressive mood and Edmonton mood). However, the social domain showed low correlations with some social indicators. CONCLUSION: The findings of this study clarify some of the controversial validation results of the TFI structure and provide evidence to improve its use in psychometric terms. CLINICAL TRIAL REGISTRATION NUMBER: NCT03832608.

Does depression mediate the pain-frailty relationship? Latent variables approach.

Frailty is highly prevalent among older adults. This study aims to add evidence to the mediational role of depression in the pain-frailty relationship. Data came from a sample of 2578 Spanish older adults recruited from the Survey of Health, Aging, and Retirement in Europe (SHARE). A set of competing structural equation models were performed: (a) independent prediction, (b) full mediation, and (c) partial mediation. Results showed a better fit for the partial mediation model. This model was extended including covariates. The effects of pain and depression remained relevant in the final model, which explained 91% of the frailty variance. These findings support the relevance of the pain-depression dyad in frailty development. Although the pain shows a direct impact on frailty, this association is partially mediated by depression. The interplay of these conditions could be crucial for treatment effectiveness.

Correlates of musculoskeletal pain and kinesiophobia in older adults with heart failure: A structural equation model.

The study aimed to study the influence of musculoskeletal pain on kinesiophobia in patients with heart failure. This cross-sectional study recruited 107 heart failure patients aged 73.18±12.68 years (57% men) from an outpatient setting. Participants self-reported pain using the Musculoskeletal System Assessment Inventory and the Cornell Musculoskeletal Discomfort Questionnaire. Kinesiophobia was assessed with the Tampa Scale for Kinesiophobia-11. About 62% reported musculoskeletal pain, with knees (16.8%) and lower back (12.%) being the most painful locations. About 31% reported moderate levels and 24% indicated high levels of kinesiophobia. There were positive and significant associations between the indicators of pain and kinesiophobia. Results showed an adequate structural equation model fit to the data with musculoskeletal pain factors explaining 22.09% of the variance in kinesiophobia. Assessment of kinesiophobia in patients with heart failure with musculoskeletal pain is essential to improve self-care and overall quality of life.

How the COVID-19 Pandemic and its Consequences Affect the Presence of and Search for Meaning of Life: A Longitudinal Study.

The presence of meaning in life (PML) and the search for meaning in life (SML) are crucial when facing difficult times. Although several theoretical frameworks have tried to explain the dynamics of meaning in life during adversity, empirical evidence about interactions among both constructs using longitudinal designs is scarce. This study examined the trajectories of both PML and SML during the COVID-19 lockdown period in Spain. In total, 220 adults fulfilled an online survey during two periods: a strict and a relaxed lockdown period. Latent growth models showed that both PML and SML declined slightly during the strict lockdown, but they reached a plateau during the relaxed lockdown. Results also showed that age and having a partner predicted higher PML and lower SML at baseline, whereas being male predicted higher scores on PML. PML and SML were negatively associated at baseline, higher SML at baseline was related to a steeper decreasing PML slope during the strict lockdown, and the PML and SML slopes in the relaxed lockdown period were negatively related. This study contributes to better understanding longitudinal fluctuations of meaning in life in situations of adversity.

Predictors of mental health during the COVID-19 pandemic in older adults: the role of socio-demographic variables and COVID-19 anxiety.

The objective of this study was to evaluate factors related to the mental health of Peruvian older adults during the COVID-19 pandemic. The study had a cross-sectional and observational design. A total of 274 older adults in Lima, Peru (Mage = 67.86) filled out a sociodemographic survey, the Coronavirus Anxiety Scale, Mental Health Inventory-5, Patient Health Questionnaire-2 item, and Generalized Anxiety Disorder Scale. A Structural Equation Model (SEM) was estimated to test an a priori model that relates the sociodemographic variables, COVID-19 Anxiety, psychological well-being, anxiety and depression. The model fit indices indicated a good fit to the data. The socio-demographic variables explained 23.8% of the variance of the COVID-19 Anxiety (R2 = .238). Socio-demographic variables explained 50.5% of psychological well-being variance, 52% of anxiety and 46.9% of depression. Also, sex, work; being diagnosed with COVID-19; family member with COVID-19 diagnosis; and time of exposure to COVID-19 information had statistically significant effects psychological well-being, anxiety and depression. In conclusion, some sociodemographic characteristics and COVID-19 anxiety affect the psychological well-being, anxiety and depression. The findings may allow for a better understanding of the mental health of older adults during the COVID-19 pandemic and guide government responses to detect, anticipate and minimize its impact on the mental health of this population.

Using latent profile analysis to understand palliative care professionals' quality of life during the COVID-19 pandemic.

Healthcare workers' professional quality of life has been increasingly under the spotlight, even more so during the COVID-19 pandemic, which has posed a genuine challenge for them. This study aims to describe the professional quality of life profiles of a sample of Spanish palliative care professionals during the COVID-19 pandemic, encompassing aspects such as work satisfaction, burnout, compassion fatigue, and compassion satisfaction; while studying the relationships between these profiles and sociodemographic variables, clinical situations experienced during the pandemic, protectors of professional quality of life, the quality of care delivered, and the professionals' wellbeing. Data from a survey of Spanish palliative care professionals were used. The variables measured were professional quality of life, sociodemographic characteristics, COVID-19-related experiences, protectors of professional quality of life, wellbeing, and quality of care. Our research included latent profile analyses, along with chi-squared and t-tests. The results suggested two profiles of professional quality of life, namely low (32.78%) and high (67.22%). The following profile displayed a higher likelihood of having a low professional quality of life: younger professionals, registered nurses, with a decrease in their teamwork, without specific training in palliative care, in coping with death and stress or emotional training and with lower levels of self-care and self-compassion, whose patients were unable to die a dignified death. Similarly, a low professional quality of life profile was associated with reduced wellbeing and poorer quality of care offered. In conclusion, providing professionals with education and training to improve their ability to handle end-of-life care and stress, maintaining cohesive teams and promoting self-care and self-compassion are pivotal to maintaining the quality of life and wellbeing of palliative care professionals and the quality of care that they provide.

Factorial validity and invariance analysis of the five items version of Mindful Awareness Attention Scale in older adults.

Objective: Mindfulness or the full attention state is a factor that contributes to the successful process of aging. This study aims to evaluate the evidence of validity, on the basis of the internal structure, convergent and discriminant validity, reliability and factorial invariance across gender, for the five items Mindful Attention Awareness Scale (MAAS-5) within a sample of older adults.Methods: The participants were 323 Peruvian older adults, consisting of 160 women and 163 men, whose average ages were 68.58 (S.D = 7.23) and 68.91 years (S.D = 7.12), respectively. In addition to the MAAS-5, the Satisfaction with Life Scale and the Patient Health Questionnaire-2 were administered.Results: The Confirmatory Factor Analysis indicates that the one-factor structure of the MAAS-5 presents adequate fit for the total sample (χ2 = 11.24, df = 5, χ2/df = 2.25, CFI = .99, RMSEA = .06 [90%CI: .01, .11]; and SRMR = .025), as well as for the sub-samples of men and women. This one-factor solution presents adequate internal consistency (ω = 80 [95%CI: .76 - .82]) and it is invariant across gender. Regarding convergent validity, high scores in the MAAS are associated with a greater satisfaction with life (r = .88, p< .01 [95%CI: .85, .95]) and less depression (r = -.56, p< .01 [95%CI: -.48, -.77]) in older adults.Conclusions: The preliminary results back the use of the MAAS-5 as a self-report measure of mindfulness that has an adequate unifactorial structure that is reliable and invariant across gender for measuring the full attention state in elderly Peruvians.

Testing a Proactive Model of Successful Aging Among Older Adults in Costa Rica and Spain.

The purpose of this study is to examine successful aging among Spanish-speaking older adults in Costa Rica and in Spain using the proactive framework proposed by Kahana et al. (2014). More specifically, we hypothesized that older adults' life satisfaction would be positively associated with the frequency and perceived level of social support, spirituality/having purpose in life, and the use of proactive physical, cognitive, and social self-care behaviors. Our results confirmed these hypotheses, not only for the overall group of participants, but also separately for older adults in Costa Rica and in Spain. The present study contributes to the literature of successful aging among older adults, by examining the protective factors associated with life satisfaction among Spanish speaking older adults in Costa Rica and in Spain. It identifies specific protective factors (spirituality/purpose in life, social support, and self-care) associated with the values and preferences held by participants in the study.

Measurement Invariance of the Brief Resilient Coping Scale (BRCS) in Peruvian and Spanish Older Adults.

Although the Brief Resilient Coping Scale (BRCS) has been validated in some European and American countries, there are no studies that evaluate its factorial invariance among different nations. In this sense, the objective of the study is to evaluate the factorial invariance of the BRCS in samples of older adults in Peru and Spain, using multigroup Confirmatory Factor Analysis. 236 older adults from Peru participated (Mean age = 72.8, SD = 6.90) and 133 older adults from Spain (Mean age = 71, SD = 7). In the Peruvian sample 78.4% were women and 21.6% men; while in the Spanish sample the majority were women (69.9%). The BRCS was scalar invariant but not strictly invariant between Spain and Peru. Our results found invariance of the structure, factor loadings and intercepts in both countries. These results support the use of BRCS in studies that compare the resilience between samples of older adults in both countries, and encourage applied research for the development of resilience in older adults in Spain and Peru.

Development and validation of the Short Professional Quality of Life Scale based on versions IV and V of the Professional Quality of Life Scale.

BACKGROUND: This research presents a short version of the Professional Quality of Life (ProQOL) scale, one of the most frequently used questionnaires in the arena of applied healthcare investigation. It measures burnout (BO), compassion fatigue (CF), and compassion satisfaction (CS). METHODS: A 9-item version of the ProQOL was developed. In Study 1, this short version, which used items from version IV of the ProQOL, was administered to 817 palliative care professionals from Spain, Argentina, and Brazil. In Study 2, the same nine items, but this time from version V of the ProQOL, were administered to 296 Spanish palliative care professionals. RESULTS: Study 1: The Short ProQOL showed an adequate internal structure, and invariance across the countries studied (χ2(106) = 185.620 (p < 0.001), CFI = .929, RMSEA = 0.058 [0.044, 0.072], SRMR = 0.081). Argentinians showed higher levels of BO (mean difference = 0.172, p = 0.042, Cohen's d = 0.168), whereas Brazilians showed higher levels of CF (Mean difference = 0.384, p = 0.002, Cohen's d = 0.352). Study 2: the Short ProQOL again showed adequate internal structure and reliability (χ2(24) = 134.504 (p < 0.001); CFI = 0.953; RMSEA = 0.126 [0.106, 0.147]; SRMR = 0.063), and was related to coping with death, self-compassion, and self-care. CONCLUSIONS: The Short ProQOL could help facilitate the application of harmonizing measurements and its use for cross-cultural comparisons and occupational health monitoring was satisfactory.

Effects of Dual-Task Group Training on Gait, Cognitive Executive Function, and Quality of Life in People With Parkinson Disease: Results of Randomized Controlled DUALGAIT Trial.

OBJECTIVES: The aims of this study were to analyze the effects of a dual-task group program, to compare it with the effects of a single-task group program, and to analyze the effects of functional secondary tasks. DESIGN: Single-blind randomized controlled trial. SETTING: University laboratory and a rehabilitation gym at a health center. PARTICIPANTS: Patients (N=40) with a diagnosis of Parkinson disease (mean age, 66.72y; age range, 44-79y) with Hoehn and Yahr stage I to III who were on medication were randomized to either a group with dual-task training or a group with single-task training (only gait). INTERVENTION: Both interventions involved 20 sessions lasting 1 hour each and conducted twice a week. Dual-task training included walking exercises and cognitive or motor tasks carried out separately, then later performed together as a dual-task according to a progressive protocol in the same training session. MAIN OUTCOME MEASURES: Velocity and spatiotemporal parameters of gait were measured without a secondary task and during dual-task gait combined with a visual, verbal, auditory, and motor task. In addition, executive cognitive function and quality of life were measured. Assessments were conducted at baseline, postrehabilitation, and at the 8-week follow-up. RESULTS: The dual-task group demonstrated improved velocity and stride length time in all assessment conditions after training (P<.05), as well as perceived quality of life (P<.05). The single-task group experienced improvements in the same outcomes for only the motor condition (P<.05) after training, but failed to improve perceived quality of life (P>.05). Likewise, the dual-task group showed higher velocity and stride length after treatment than the single-task group across conditions. No significant changes were observed in cognitive performance (P>.05), although the dual-task group tended to improve performance during the executive function test. CONCLUSIONS: Dual-task training in functional contexts is associated with greater improvements in velocity and stride length in patients with PD compared with regular physiotherapy without secondary tasks. Dual-task training also improves perceived quality of life.

Interference of functional dual-tasks on gait in untrained people with Parkinson's disease and healthy controls: a cross-sectional study.

BACKGROUND: In Parkinson's disease (PD) population, performing secondary tasks while walking further deteriorates gait and restrict mobility in functional contexts of daily life. This study (1) analyzed the interference of functional cognitive and motor secondary task on untrained people with PD and (2) compared their walking with healthy subjects. METHODS: Forty people with PD (aged 66.72 [7.5] years, Hoehn and Yahr stage I-II-III, on-medication) composed the PD group (PDG) and 43 participants (aged 66.60 [8.75] years) formed the group of healthy counterparts (HG). Gait was evaluated through spatiotemporal, kinematic and kinetic outcomes in five conditions: single task (ST) and visual, verbal, auditory and motor dual-task (DT). RESULTS: The velocity, stride length, and braking force performance of both groups was statistically higher in the ST condition than in verbal, auditory and motor DT (p < .05), and inferior in double support time and midstance force (p < .05). The same pattern was observed when compared the ST and visual DT condition, where participants showed a significantly higher stride length, double support time and braking force in the ST (p < .05). In addition, the PDG exhibited a significant shorter double support time and midstance force, and showed a higher braking force in the visual DT than in the verbal DT (p < .05). Similarly, the PDG showed a wider stride in the visual DT than in the motor DT condition (p < .05). PDG participants had a significantly lower performance than the HG in all the variables analyzed except for the maximum hip extension in the stance phase (p > .05). CONCLUSIONS: In untrained participants with PD, verbal and motor secondary tasks affect gait significantly, while auditory and visual tasks interfere to a lesser extent. Untrained people with PD have a poorer gait performance than their healthy counterparts, but in different grades according to the analyzed variables. TRIAL REGISTRATION: The data in this paper are part of a single-blind, randomized, controlled trial and correspond to the evaluations performed before a physical rehabilitation program, retrospectively registered with the number at clinicaltrial.govNCT04038866.

[Impact of frailty status on health and quality of life in Spanish older adults]. / Impacto del estatus de fragilidad sobre la salud y calidad de vida en personas mayores españolas.

OBJECTIVE: The aim of this study is to evaluate the predictive power of a latent measure of frailty based on the physical indicators proposed for the Survey of Health, Aging and Retirement in Europe (SHARE) on the quality of life and perceived health status in a representative sample of Spanish older adults. DESIGN: Descriptive cross-sectional study. SETTING: Spain. PARTICIPANTS: The sample was composed of 4,498 community-dwelling older Spanish adults aged 60 or over, extracted from wave six of SHARE. PRINCIPAL MEASUREMENTS: A structural equation model was used to define the frailty factor based on the five physical indicators proposed for SHARE (mobility, appetite, fatigue, activity, and strength), and test its effects on quality of life and perceived health status. RESULTS: Results showed an excellent fit of the model to the data (P<.001, CFI=.977, and SRMR=.041). Frailty factor explained 39.5% of the variance in quality of life and 61.6% of the variance in perceived health. CONCLUSIONS: The latent factor of frailty presented in this construct has an excellent fit to the data. The predictive power of frailty on the quality of life and perceived health in a sample of the Spanish population is highlighted.

Loneliness and social support: Differential predictive power on depression and satisfaction in senior citizens.

The lack of social support and the feelings of loneliness among older adults are associated with physical and mental health negative outcomes. This study attempts to test for their differential predictive power on depression and satisfaction in seniors. Data were drawn from a sample of 335 older adults ranging from 55 to 80 years old, with a mean age of 63.97 years (standard deviation = 5.56) attending a learning program at the University of Valencia during the academic year 2014-2015. In addition to health and wellbeing outcomes, we used the Functional Social Support Questionnaire DUKE-UNC, and two scales of loneliness, the de Jong Gierveld Loneliness Scale and the University of California Loneliness Scale version 3. Using structural equations models with Mplus, two models were proposed to assess the predictive power of social support and loneliness on wellbeing outcomes, specifically life satisfaction and depression, while controlling for health. Results confirm the negative association between loneliness and satisfaction with life and the positive one with depression.

Cementless modular neck stems: are they a safe option in primary total hip arthroplasty?

PURPOSE: The objective was to assess aseptic complications and functional outcome using a primary total hip arthroplasty with modular neck. METHODS: Prospective cohort of 317 consecutive patients. The mean age was 61.1 (range, 41-84) years. The H-Max-M model (Lima, Italy) system was used in all patients. The functional assessment was made by the Harris Hip Score, Short Form-36 (SF-36), Western Ontario and McMaster Universities Osteoarthritis Index and visual analogue scale for pain. Radiological outcomes were also assessed, and adverse events and complications were noted. RESULTS: The mean follow-up was 6.1 (range, 2-8) years. Functional outcome significantly improved in most patients. There were 3 deep infections (0.9%) and 17 aseptic complications (5.3%) including 1 intraoperative acetabular fracture, 3 later periprosthetic femoral fractures, 1 broken ceramic insert, 1 acetabular loosening, 3 femoral loosening and 1 broken titanium modular neck in a obese patient. No pseudotumors or elevated serum levels of metal ions were found among the patients with radiolucent lines or aseptic loosening. CONCLUSIONS: The findings in the present study showed that the H-MAX-M stem provided satisfactory functional outcome in most patients with a low rate of complications attributable to the modular neck design. We consider that using this novel modular neck-stem coupling design can be an alternative to the conventional monoblock stems in patients without overweight.

Exploring social network typologies and their impact on health and mental well-being in older adults: Evidence from JAGES.

BACKGROUND: The types of social networks, their prevalence, and their relationship to health outcomes in older age have been different across countries and cultures. Most of the literature has focused on USA or in European countries and little is known about the social network typologies among older adults from Japan. This study aimed to identify these patterns of social network typologies and examine the differences in sociodemographic and related to health variables. METHODS: 23894 participants from the JAGES project (2019), aged 65 or older (M = 74.74, DT = 6.39) from Japan. Statistical analyses included Latent Profile Analysis (LPA) followed by ANOVAs, Chi square and multinomial logistic regressions tests to compare the profiles. RESULTS: Four profiles were identified: family (66.9%), spouse (16.6%), diverse (14.5%), and neighbor/others (1.9%). The profiles differ statistically (p < 0.001) in all sociodemographic characteristics and in the means of depression, loneliness, self-perceived health, and happiness. Compared with the "family" network, younger men, with fewer chronic illnesses but higher levels of depression and loneliness were more likely to be in the "spouse" profile, older women with lower socioeconomic status, but less lonely and happier in the "diverse" profile and adults who still working, have lower socioeconomic status and are less happy into the "neighbors/others" group. DISCUSSION: We discuss the differences between the profiles found, the potential differences with previous studies and the specific cultural Japanese nuances that may explain the characteristics of the network types founded.

Kinesiophobia and associated variables in patients with heart failure.

AIMS: Patients with heart failure (HF) can exhibit kinesiophobia, an excessive, debilitating, and irrational fear of movement. This study aimed to enhance the understanding of kinesiophobia in patients with HF by analysing associations with the following variables: musculoskeletal pain, quality of life, quality of sleep, functional capacity, disability, frailty, sex, and age. METHODS AND RESULTS: In this cross-sectional study, 107 participants were included, with ages ranging from 28 to 97 years (57% men, mean age 73.18 ± 12.68 years). Multiple regression analyses were performed with all variables, including polynomial regressions for variables with a non-linear relationship. Kinesiophobia was significantly correlated (P < 0.01) with musculoskeletal pain, quality of life, quality of sleep, functional capacity, disability, and being at risk of frailty, while age and sex were not statistically significant. Frailty disability and musculoskeletal pain intensity were variables linearly associated with kinesiophobia, while quality of sleep and disability had a non-linear relationship with kinesiophobia. CONCLUSION: Kinesiophobia needs to be evaluated and better understood in patients with HF to improve physical activity and exercise adherence. This study found that musculoskeletal pain intensity, quality of sleep, disability, and frailty risk have a significant association with kinesiophobia in patients with HF. Our results suggest multi-dimensional associations of kinesiophobia in patients with HF, which require further examination and understanding.

Linking Myocardial Infarction and Frailty Status at Old Age in Europe: Moderation Effects of Country and Gender.

BACKGROUND: Myocardial infarction (MI) is a serious condition affecting a considerable number of individuals, with important clinical consequences. Understanding the associated factors is crucial for effective management and prevention. This study aimed to (1) examine the association between MI and frailty in a sample of older European adults and (2) investigate the moderating effects of country and gender on this association. METHODS: A cross-sectional survey of 22,356 Europeans aged 60 years and older was conducted. The data come from the sixth wave of the Survey of Health, Ageing and Retirement in Europe. Frailty, MI, gender, and country were studied. RESULTS: Frailty is strongly associated with MI. Robust older adults are 13.31 times more likely not to have an MI. However, these odds drop to 5.09 if pre-frail and to 2.73 if frail. Gender, but not country, moderates this relationship. There is a strong association between MI and frailty in men, whereas for women, the association is not as strong. CONCLUSIONS: Frailty is highly associated with MI in European older adults. Country did not moderate the link between frailty and MI but gender does, with the relationship being notably stronger in men. The frailty-MI association remained significant even when controlling for a number of personal conditions and comorbidities.