A spotlight on cross-sectional research: Addressing the issues of confounding and adjustment

Association of optimism, self-efficacy, and resilience with life engagement among middle-aged and older adults with severe climate anxiety: Sensitivity of a path model

BACKGROUND

Life engagement is an important proxy of successful ageing that may depend on psychological capital factors (e.g., optimism, self-efficacy, and resilience), especially among older adults with severe climate anxiety. This study aimed to assess the association of optimism with life engagement and ascertain whether this relationship is mediated by self-efficacy and resilience among older adults with severe climate anxiety.

METHODS

The data came from the Climate Psychology in Ageing Study 2024, a national survey involving 3994 middle-aged and older adults aged 50 years or over in Ghana. Multistage sampling was used to select the participants across Ghanaian cities, and the Climate Anxiety Scale was used to classify participants into severe, moderate, or mild climate anxiety. A path analysis (through structural equation modelling) was used to quantify the association. The sensitivity of the path model was investigated with data on moderate and mild climate anxiety.

RESULTS

Optimism was associated with higher life engagement among older adults with severe and moderate climate anxiety but not among those with mild climate anxiety. Self-efficacy and resilience partially mediated the association of optimism with life engagement among older adults with severe and moderate climate anxiety but fully mediated this relationship among older adults with mild climate anxiety.

CONCLUSION

Psychological capital may be more strongly associated with life engagement among older adults with severe climate anxiety, and policy-driven human development programmes enhancing this capital can facilitate life engagement.

Past use of metformin is associated with increased risk of myelodysplastic syndrome development in diabetes mellitus patients: a cross-sectional study of 54,869 patients

BACKGROUND

Myelodysplastic Syndrome (MDS) is a devastating hematologic malignancy associated with advanced age. Diabetes Mellitus (DM) is one of the most common morbidities worldwide, with metformin serving as the first line therapy for several decades. However, the potential association between previous metformin use and the risk of developing MDS remains uncertain.

METHODS

This cross-sectional study addressed the possible association between prior metformin use in DM patients and the subsequent development of MDS.

RESULTS

Data from 54,869 DM patients was retrieved from their medical records from a tertiary medical center. Of these, 20,318 patients had been exposed at some point in time to metformin, with 133 (0.7%) subsequently developing MDS. In contrast, among 34,551 DM patients with no prior exposure to metformin, only 154 (0.4%) developed MDS later in life. The Odds Ratio (OR) for MDS development amongst metformin users compared to the entire study population was 1.48 (95% CI 1.17-1.86; p = 0.001). A multivariate analysis adjusting for gender, age, congestive heart failure and chronic kidney disease, past exposure to metformin remained an independent risk factor for MDS development (OR = 1.6, 95% CI 1.26-2.03; p < 0.001).

CONCLUSION

Previous exposure to metformin amongst DM patients is associated with an increased risk for MDS development later in life. This is a preliminary, cross-sectional study that show that larger studies in variable MDS patient populations are warranted.

Internet self-efficacy moderates the association of information technology ability with successful ageing among older employees in three African samples

The literature suggests that two distinct competencies [i.e., information technology ability (ITA), and internet self-efficacy] are necessary for the effective use of information technologies for successful ageing, but no study has examined the association of these skills on successful ageing and its domains (i.e., illness avoidance, functioning, and engagement with life). This study investigated whether Internet Self-Efficacy (ISE) moderates the potential association of ITA with successful ageing. The study adopted a cross-sectional design based on the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist and includes measures against confounding and common methods bias. The participants were 1186 older workers aged 50 years or older in three African countries (Kenya = 350; Nigeria = 260; Ghana = 576). The minimum sample size necessary was calculated, and data were analysed with hierarchical linear regression analysis. After controlling for the covariates, ITA and ISE had a positive association with successful ageing as well as illness avoidance, functioning, and engagement with life in the whole sample. ITA was also positively associated with successful ageing and its domains in Kenya and Ghana. The associations of ITA with successful ageing and its domains were positively moderated by ISE in the whole sample and within each of the three samples. Higher ITA can be associated with successful ageing among working older adults, and ITA positively influences successful ageing at different levels of ISE. Older adults with high ITA are more likely to avoid illness at a higher ISE.

A scoping review shows that no single existing risk of bias assessment tool considers all sources of bias for cross-sectional studies

OBJECTIVES

Different tools to assess the potential risk of bias (RoB) for cross-sectional studies have been developed, but it is unclear whether all pertinent bias concepts are addressed. We aimed to identify RoB concepts applicable to cross-sectional research validity and to explore coverage for each in existing appraisal tools.

STUDY DESIGN AND SETTING

This scoping review followed the Joanna Briggs Institute methodology. We included records of any study design describing or reporting methods, concepts or tools used to consider RoB in health research reported to be descriptive/prevalence survey or analytic/association (cross-sectional) study designs. Synthesis included quantitative and qualitative analysis.

RESULTS

Of the 4556 records screened, 90 were selected for inclusion; 67 (74%) described the development of, or validation process for, appraisal tools, 15 (17%) described methodological content or theory relevant to RoB for cross-sectional studies and 8 (9%) records of methodological systematic reviews. Review of methodological reports identified important RoB concepts for both descriptive/prevalence and analytic/association studies. Tools identified (n = 64 unique tools) were either intended to appraise quality or assess RoB in multiple study designs including cross-sectional studies (n = 21; 33%) or cross-sectional designs alone (n = 43; 67%). Several existing tools were modified (n = 17; 27%) for application to cross-sectional studies. The RoB items most frequently addressed in the RoB tools were validity and reliability of the exposure (53%) or outcome (65%) measurement and representativeness of the study population (59%). Most tools did not consider nonresponse or missingness appropriately or at all.

CONCLUSION

Assessing cross-sectional studies involve unique RoB considerations. We identified RoB tools designed for broad applicability across various study designs as well as those specifically tailored for cross-sectional studies. However, none of the identified tools comprehensively address all potential biases pertinent to cross-sectional studies. Our findings indicate a need for continued improvement of RoB tools and suggest that the development of context-specific or more precise tools for this study design may be necessary.

Effects of physical activity on menopausal symptoms, psychosomatic factors and well-being among working women in England: A path analysis

BACKGROUND

Research to date suggests that physical activity (PA) can buffer menopausal symptoms and support well-being, but there is limited evidence on the link between PA and menopausal symptoms in the United Kingdom, and no study has assessed how PA affects well-being through menopausal symptoms and three psychosomatic factors (i.e. depression, anxiety and stress).

OBJECTIVES

This study investigated whether PA affects well-being through menopausal symptoms and psychosomatic factors. This study focuses on how PA influences working women with menopause.

DESIGN

A cross-sectional design based on the STROBE (i.e. Strengthening the Reporting of Observational Studies in Epidemiology) checklist was adopted.

METHODS

The participants were 324 working women in England. An online self-reported questionnaire was utilised to gather data through Qualtrics. The data were analysed with path analysis through structural equation modelling, and sensitivity analyses were performed to avoid or reduce statistical bias.

RESULTS

PA had a negative effect on menopausal symptoms (β = -0.21; p < 0.001) but a positive effect on well-being (β = 0.19; p < 0.001). Menopausal symptoms had a negative indirect effect on well-being, but PA had a positive indirect effect on well-being through menopausal symptoms and the three psychosomatic factors.

CONCLUSION

PA was positively associated with well-being but negatively associated with menopausal symptoms. Menopausal symptoms may lower well-being through anxiety, depression and stress, but PA can be associated with better well-being through depression, anxiety and stress.

Associations of frailty with partial and absolute sedentary behaviours among older adults: A STROBE-compliant analysis of modifiability by gender and age

BACKGROUND

Research shows that frailty is associated with higher sedentary behaviour, but the evidence to date regarding this association is inconclusive. This study assessed whether the above association is moderated or modified by gender and age, with sedentary behaviour measured with a more inclusive method.

METHODS

This study adopted a STROBE-compliant cross-sectional design with sensitivity analyses and measures against common methods bias. The participants were community-dwelling older adults (mean age = 66 years) in two Ghanaian towns. A self-reported questionnaire was used to collect data from 1005 participants after the minimum sample size necessary was calculated. The hierarchical linear regression analysis was used to analyse the data.

RESULTS

After adjusting for the ultimate confounders, frailty was associated with higher sedentary behaviour (β = 0.14; t = 2.93; p <0.05) as well as partial and absolute sedentary behaviour. Gender modified the above associations in the sense that frailty was more strongly associated with sedentary behaviour among women, compared with men. Age also modified the association between frailty and sedentary behaviour, which suggests that frailty was more strongly associated with higher sedentary behaviour at a higher age.

CONCLUSION

Sedentary behaviour could be higher at higher frailty among older adults. Frailty is more strongly associated with sedentary behaviour at a higher age and among women, compared with men.

Sedentary behaviour among older adults residing in flat and hilly neighbourhoods and its association with frailty and chronic disease status

BACKGROUND

Living in hilly neighbourhoods can be associated with sedentary behaviour, but no study has compared sedentary behaviour and its associations with frailty, chronic diseases, and poor health between flat and hilly neighbourhoods among older adults. This study, therefore, compared older adults' sedentary behaviour and its association with frailty, poor health, and chronic disease status between low and hilly neighbourhoods.

METHODS

This study utilised a STROBE-compliant cross-sectional design with sensitivity analyses and a common methods bias assessment. The participants were 1,209 people aged 50+ years who resided in flat (Ablekuma North, n = 704) and hilly (Kwahu East, n = 505) neighbourhoods in Ghana. The data were analysed with the independent samples t-test and hierarchical linear regression.

RESULTS

Older adults in the hilly neighbourhood were more sedentary than those in the flat neighbourhood. The association between sedentary behaviour and chronic disease status was significant in both neighbourhoods, but this relationship was stronger in the hilly neighbourhood. Older adults in the flat neighbourhood reported lower sedentary behaviour at higher frailty (β = -0.18; t = -3.2, p < 0.001), but those in the hilly neighbourhood reported higher sedentary behaviour at higher frailty (β = 0.16; t = 3.54, p < 0.001).

CONCLUSIONS

Older adults living in the hilly neighbourhood reported higher sedentary behaviour. In the hilly neighbourhood, sedentary behaviour was more strongly associated with frailty and chronic disease status. Older adults in hilly neighbourhoods may need extra support to avoid sedentary behaviour.

Associations of Social Networks with Physical Activity Enjoyment among Older Adults: Walkability as a Modifier through a STROBE-Compliant Analysis

The available evidence suggests that social networks can contribute to physical activity (PA) enjoyment, which is necessary for the maintenance of PA over the life course. This study assessed the associations of active and sedentary social networks with PA enjoyment and ascertained whether walkability moderates or modifies these associations. A cross-sectional design compliant with STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) was employed. The participants were 996 community-dwelling older Ghanaians aged 50 years or older. A hierarchical linear regression analysis was used to analyse the data. After adjusting for age and income, the study found that the active social network size (β = 0.09; p < 0.05) and sedentary social network size (β = 0.17; p < 0.001) were positively associated with PA enjoyment. These associations were strengthened by walkability. It is concluded that active and sedentary social networks may better support PA enjoyment in more walkable neighbourhoods. Therefore, enabling older adults to retain social networks and live in more walkable neighbourhoods may be an effective way to improve their PA enjoyment.

Estimating the impact of changes in weight and BMI on EQ-5D-3L: a longitudinal analysis of a behavioural group-based weight loss intervention

PURPOSE

To estimate the association between changes in BMI and changes in Health-Related Quality of Life (EQ-5D-3L).

METHODS

The WRAP trial was a multicentre, randomised controlled trial with parallel design and recruited 1267 adults (BMI ≥ 28 kg/m2). Participants were allocated to Brief Intervention, a Commercial weight management Programme (WW, formerly Weight Watchers) for 12 weeks, or the same Programme for 52 weeks. Participants were assessed at 0, 3, 12, 24, and 60 months. We analysed the relationship between BMI and EQ-5D-3L, adjusting for age and comorbidities, using a fixed effects model. Test for attrition, model specification and missing data were conducted. Secondary analyses investigated a non-symmetric gradient for weight loss vs. regain.

RESULTS

A unit increase in BMI was associated with a - 0.011 (95% CI - 0.01546, - 0.00877) change in EQ-5D-3L. A unit change in BMI between periods of observation was associated with - 0.016 017 (95% CI - 0.0077009, - 0.025086) change in EQ-5D-3L. The negative association was reduced during weight loss, as opposed to weight gain, but the difference was not statistically significant.

CONCLUSIONS

We have identified a strong and statistically significant negative relationship between BMI changes and HRQoL. These estimates could be used in economic evaluations of weight loss interventions to inform policymaking.

CLINICAL TRIAL REGISTRATION

This trial was registered with Current Controlled Trials, number ISRCTN82857232.

Information technology ability mediates the association between older adults' subjective age and social activity: A STROBE-compliant cross-sectional analysis

BACKGROUND

The association between subjective age and social activity has been reported in the extant literature, but whether this association is mediated by information technology ability and its domains (i.e., internet use assessment, packaged software use assessment, and innovativeness attitude) has not been examined.

AIM

To assess the association between subjective age and social activity and to ascertain whether this association is mediated by information technology ability.

METHODS

This study adopted a cross-sectional design characterising sensitivity analyses and common methods bias. The participants were 895 community-dwelling older adults aged 60 years or higher in Accra, Ghana. We measured subjective age, information technology ability, and social activity with previously validated Likert scales, each of which was internally consistent at a Cronbach's α ≥0.7. The data were analysed with partial least squares structural equation modelling (PLS-SEM) and hierarchical linear regression (HLR) analysis.

RESULTS

Subjective age was positively associated with social activity, and this association was partially mediated by information technology ability but none of the three domains of information technology ability mediated this relationship. Subjective age was positively associated with information technology ability and its three domains. Information technology ability (but not its domains) was positively associated with social activity.

CONCLUSION

Older subjective age was associated with higher social activity through information technology ability. Social activity and information technology ability levels among older adults depend on subjective age, which has implications for ageing and gerontology as reported in this paper.

Comparing the Mental Wellbeing and Quality of Working Life among Nurses and Social Care Workers in the UK and Japan in Older Adults’ Care Services during the COVID-19 Pandemic

This study explored and compared the psychological wellbeing, burnout, coping strategies and work-related quality of life amongst health and social care workers in older adults’ care homes and community settings during the COVID-19 pandemic in the United Kingdom (UK) and Japan. A cross-sectional online survey was conducted in the UK (May–July 2021) and a postal survey conducted in Japan (September–October 2021). Participants recruited were health and social care professionals within nursing, social care and social work occupations working in care home or community settings in the UK and Japan during the pandemic. Data were analysed using SPSS. 1327 respondents across the UK and Japan completed the survey. Respondents’ psychological wellbeing was significantly lower in Japan compared to the UK (p ≤ 0.001). UK respondents had significantly higher personal burnout (p < 0.05) and work-related burnout (p < 0.05) while those in Japan had significantly higher client-related burnout (p < 0.001). The novelty of this study relates to exploring mental wellbeing and quality of working life in two culturally contrasting countries. The overall psychological wellbeing and work-related quality of life of staff who work with older adults in the UK and Japan during the COVID-19 pandemic were lower than the population norm. Greater support and flexible working conditions for this workforce are needed to reduce burnout by improving wellbeing and work-related quality of life.

Associations between physical work environment, workplace support for health, and presenteeism: a COVID-19 context

Objective

Presenteeism has, in a larger sense, been viewed as a negative behaviour, although a limited body of studies suggests and reports its positive implications in an organizational context. This study assessed the association between the physical work environment (PWE) and presenteeism as well as the moderating influence of workplace support for health (WSH) on this relationship.

Methods

This study adopted the cross-sectional design alongside a sensitivity analysis and techniques against common methods bias. The study population was employees of private and public organizations in Accra, Ghana. A total of 590 employees participated in the study and hierarchical linear regression was used to present the results.

Results

PWE had a positive relationship with presenteeism (β = 0.15; t = 3.04; p < 0.05), which means that higher presenteeism was associated with larger PWE scores. WSH positively moderated the relationship between PWE and presenteeism (β = 0.23; t = 4.84; p < 0.001).

Conclusions

Organizations with more satisfactory work environments may serve as preferred protective places for employees during a pandemic, more so within organizations with higher WSH. Interventions rolled out to improve PWE and to provide WSH can attenuate the potential negative influences of presenteeism on individual health and organizational productivity.

The relationship between job components, neighbourhood walkability and African academics' physical activity: a post-COVID-19 context

Research to date suggests that physical activity (PA) among academics is insufficient globally. Academics in many African countries were recently required to resume work while observing social distancing protocols. Physical inactivity (PI) was, therefore, expected to increase in such academics. Interestingly, walkable neighbourhoods are resources that could discourage excessive sitting and PI in this situation. This study, therefore, assessed the moderating role of neighbourhood walkability in the relationship between core job components (i.e. on-site teaching, online teaching, research and student assessment) and PA among academics. The study adopted a cross-sectional design that utilized an online survey hosted by Google Forms to gather data. Participants were volunteer full-time academics in Nigeria, Ghana, Kenya and Tanzania. A total of 1064 surveys were analysed, with a sensitivity analysis utilized to select covariates for the ultimate hierarchical linear regression model. After controlling for the ultimate covariates (e.g. gender, education and income), PA was found to be positively associated with the job component 'research work' but negatively associated with student assessment. Neighbourhood walkability increased the positive relationship of research work with PA and reduced the negative relationship of student assessment with PA. The non-significant negative relationship between 'teaching online' and PA was made positively significant by neighbourhood walkability. We conclude that research as a job component is positively associated with PA, but online teaching is negatively associated with PA among African academics in a post-COVID-19 context.

Associations between social support provided and walkability among older adults: Health self-consciousness as a moderator

BACKGROUND

The social support provided or given to others play a key role in healthy ageing. Empirical and anecdotal evidence suggests that walkable neighbourhoods can positively influence social support given. Higher health self-consciousness may strengthen the positive association between walkability and social support provided.

AIM

This study investigated whether the association between walkability and social support provided is moderated by health self-consciousness.

METHODS

A cross-sectional design with sensitivity analysis and recommended procedures against common methods bias was employed. The study's population was community-dwelling older adults living in Accra, Ghana. Data from 923 participants were analysed using the hierarchical linear regression analysis.

FINDINGS

The study found a positive association between walkability and social support provided after adjusting for the ultimate confounding variables. Health self-consciousness positively moderated the association between walkability and social support provided.

CONCLUSION

The study concludes that social support provided in older adults may be higher in more walkable neighbourhoods. Health self-consciousness can enhance the contribution of walkability to social support provided. Our results reinforce the importance of campaigns aimed at improving walkability of neighbourhoods.

Associations between older African academics' physical activity, walkability and mental health: a social distancing perspective

This study aimed to assess the moderating influence of neighborhood walkability on the association between physical activity (PA) and mental health among older African academics aged 50 years or more in cities with social distancing protocols in response to the Coronavirus disease 2019 (COVID-19). A total of 905 volunteer academics participated in the study. A hierarchical linear regression analysis was employed to conduct sensitivity analyses and test the study hypotheses. After controlling for sex, education and age, there was a positive association between PA and mental health. Neighborhood walkability moderated the relationship between PA and mental health, which suggests that during the pandemic PA was associated with higher mental health scores in more walkable neighborhoods. The study concludes that PA was beneficial to mental health in the social distancing context and was associated with higher mental health in more walkable neighborhoods, particularly in a social distancing context.

The association between core job components, physical activity, and mental health in African academics in a post-COVID-19 context

This study examined the association between core job components (i.e. teaching, research, and student assessment), physical activity (PA), and mental health in a post-COVID-19 context. An online questionnaire administered via Google Forms was used to gather data from 1064 African academics in four countries. A sensitivity analysis was applied to adjust for covariates. Data were analyzed with the hierarchical linear regression analysis. The average age of participants was 44 years. The study found that PA was positively associated with research but negatively associated with student assessment. Mental health was positively associated with onsite teaching but negatively associated with online teaching and research. PA did not predict mental health and mediate the relationship between the job components and mental health. It is concluded that PA may not increase mental health in African academics in a post-COVID-19 situation that required the resumption of work while observing social distancing protocols.

Associations Between Erythrocyte Membrane Fatty Acid Compositions and Biomarkers of Vascular Health in Adults With Type 1 Diabetes With and Without Insulin Resistance: A Cross-Sectional Analysis

OBJECTIVES

The aim of this study was to assess the relationship between specific erythrocyte fatty acid levels and vascular health in type 1 diabetes (T1D) with and without insulin resistance (IR).

METHODS

We analyzed baseline pretreatment data in a subset of 23 patients with T1D from a previously published randomized controlled trial consisting of comprehensive erythrocyte-derived fatty acid profiles and a panel of inflammation-associated endothelial markers. Estimated glucose disposal rate was used to identify and categorize patients with IR. We utilized principal component analysis (PCA) to cluster vascular biomarkers to compute a single "vascular signal" and utilized univariate linear regression models to investigate the association with IR and fatty acid profiles.

RESULTS

Subjects with IR displayed significantly higher levels of linoleic acid (p=0.001), lower levels of eicosapentaenoic acid (EPA) (p<0.001), lower levels of omega-3 polyunsaturated fatty acid (n-3PUFA) (p<0.006) and an increased omega-6 (n-6)PUFA:n-3PUFA ratio (p=0.001). IR was associated with significantly higher linoleic acid levels, total n-6PUFA and an increased ratio of n-6PUFA:n-3PUFA, and negatively associated with arachidonic acid and EPA levels, total saturated fatty acid and total n-3PUFA. The PCA-derived vascular biomarker cluster was positively associated with linoleic acid and n-6PUFA:n-3PUFA ratio, and inversely associated with EPA.

CONCLUSIONS

Specific erythrocyte membrane fatty acid compositions are associated with impaired vascular health and IR in adults with T1D. These findings suggest that IR and risk of associated complications may be influenced by specific fatty acid profiles, and thus potentially modified by the selective targeting of dietary fatty acids.