| Literature DB >> 34138930 |
Adele M Taylor1, Danielle Page1, Judith A Okely1, Janie Corley1, Miles Welstead1, Barbora Skarabela1, Paul Redmond1, Tom C Russ1,2,3, Simon R Cox1.
Abstract
BACKGROUND: Little is known about effects of COVID-19 lockdown on psychosocial factors, health and lifestyle in older adults, particularly those aged over 80 years, despite the risks posed by COVID-19 to this age group.Entities:
Mesh:
Year: 2021 PMID: 34138930 PMCID: PMC8211159 DOI: 10.1371/journal.pone.0253153
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Description of COVID-19 questionnaire outcome measures and covariates used in correlation and regression analyses.
| Measure | Item wording/measurement method | Responses |
|---|---|---|
| Questionnaire outcome measures (at age 84) | ||
| Adherence to guidance | ||
| Decreased frequency of leaving home | ‘How often have you been leaving your home since COVID-19 measures were introduced (23rd March 2020)?’ | More than once per day/once per day or less |
| Impact on day-to-day living | ||
| Increased internet usage | ‘How has your internet usage changed since COVID-19 measures were introduced (23rd March 2020)?’ | More internet use/same or less internet use |
| Gets additional help | ‘Have you received any additional help in your daily life with things such as grocery shopping, errands, or picking up medications since COVID-19 measures were introduced?’ | Yes/No |
| Greater change in daily routine | ‘How much has COVID-19 changed your daily routine?’ | A lot/somewhat/a little/not at all |
| Self-reported physical and mental health and loneliness | ||
| Greater COVID-19-related stress or nervousness | ‘In the last two weeks, how often have you felt nervous or stressed because of COVID-19?’ | Sometimes/never |
| Poorer self-reported physical health | ‘In general, since the COVID-19 measures were introduced, would you say your physical health is:’ Adapted from the Short Form 36 (SF-36) [ | Excellent/very good/good/fair/poor |
| Poorer self-reported mental health | ‘In general, since the COVID-19 measures were introduced, would you say your emotional and mental health is:’ Adapted from the SF-36 [ | Excellent/very good/good/fair/poor |
| Experiencing Loneliness | ‘How often have you felt lonely during the past week?’ | Sometimes/never |
| Lifestyle | ||
| Decrease in physical activity | ‘Compared to before COVID-19 measures were introduced (23rd March 2020), how much physical activity are you doing now? This includes activities that make you breathe harder than normal (e.g., brisk walking).’ | Much more/slightly more/the same/slightly less/much less |
| Returning to or taking up a new pastime | ‘Since COVID-19 measures have been in place (23rd March 2020), have you returned to or started up a new pastime that you can do from home?’ | Yes/No |
| Covariates | ||
| Demographic | ||
| Childhood occupational class | Father’s highest obtained occupation reported at wave 1 (mean age 70); scored according to General Register Office’s Census 1951 Classification of Occupations [ | 1 (professional)– 5 (unskilled) |
| Adulthood occupational class | Participant’s highest occupation reported at wave 1 (mean age 70); scored according to Office of Population Censuses and Surveys’ Classification of Occupations, 1980 [ | 1 (professional)– 5 (unskilled) |
| Age | Age in days at time of questionnaire (mean age 84) or wave 5 (mean age 82). | |
| Sex | Collected at wave 1 (mean age 70). | Male/female |
| Years of education | Self-reported years of full-time education, reported at wave 1 (mean age 70). | |
| Marital status | Marital status reported at time of questionnaire (mean age 84) or wave 5 | Married/Other |
| Living alone | Living status reported at time of questionnaire (mean age 84) and at wave 5 | Yes/No |
| Area of residence | Current area of residence reported at time of questionnaire (mean age 84). | Rural/Urban/Suburban |
| Cognitive | ||
| Age 11 cognitive ability | Moray House Test No.12 (MHT) scores from the SMS1947 (39). The MHT is well-validated test of general cognitive ability which includes questions on: following directions, same-opposites, word classification, analogies, practical items, reasoning, proverbs, arithmetic, spatial items, mixed sentences, and cypher decoding. | Sum of correct items out of total of 76† |
| Mini-mental state examination score | Mini-mental state examination (MMSE) [ | Sum of correct items out of total of 30 |
| Fluid cognitive ability ‘gf’ | Score derived from principal component analysis (PCA) of scores on six subtests from the Weschler Adult Intelligence Scale [ | |
| General health literacy | Score derived from a PCA of age-73 (wave 2) scores on three functional health literacy measures (Rapid Estimate of Adult Literacy in Medicine; Shortened Test of Functional Health Literacy in Adults; Newest Vital Sign) [ | |
| Health and physical fitness | ||
| Number of chronic comorbidities | Sum of conditions based on self-reported history of cardiovascular disease, hypertension, and diabetes at wave 5 (age 82). | All items: yes/no; total ranges from 0 to 3 |
| Undiagnosed diabetes | Blood glycated haemoglobin at wave 5 (age 82; HbA1c; IFCC units). | |
| Lung function | Forced expiratory volume in 1s at wave 5 (age 82; FEV1). | |
| Grip strength | Best overall grip strength performance of three attempts each in right and left hands at wave 5 (age 82; kg). | |
| Townsend Disability Scale score [ | Townsend Disability Scale score at wave 5 (age 82). | Sum of responses out of total of18 (higher scores indicate poorer ability). |
| Body Mass Index (BMI) | Weight in kg (electronic SECA scales with digital display) divided by squared height in metres, (SECA stadiometer) measured by research nurse at wave 5 (age 82; kg/m2). | |
| Self-rated general health | At wave 5 (age 82): ‘In general, would you say your health is:’ Question from the SF-36 [ | Excellent/very good/good/fair/poor |
| Mood | ||
| Anxiety symptoms | Summed anxiety item scores from Hospital Anxiety and Depression scale [ | Sum of 7 item scores, scored 0–3; total score out of 21. |
| Depression symptoms | Summed depression item scores from Hospital Anxiety and Depression scale [ | Sum of 7 item scores, scored 0–3; total score out of 21. |
| Personality | ||
| Emotional stability | Measured using the 50-item IPIP Big-Five personality inventory [ | Sum of 10 items scored 1–5; total score out of 50. |
| Extraversion | Measured using the 50-item IPIP Big-Five personality inventory [ | Sum of 10 items scored 1–5; total score out of 50. |
| Conscientiousness | Measured using the 50-item IPIP Big-Five personality inventory [ | Sum of 10 items scored 1–5; total score out of 50. |
*Covariate measure used only for comparison of respondents versus non-responders; not included in further analysis.
Comparison of background characteristics for Lothian Birth Cohort 1936 participants who responded to the COVID-19 questionnaire versus those who did not respond.
| Background characteristic | Respondent (N = 190) | Non-responder (N = 264) | Difference test | ||||
|---|---|---|---|---|---|---|---|
| Mean/N | SD/% | Mean/N | SD/% | t/χ2 | p | Cohen’s | |
| 81.98 | 0.46 | 82.02 | 0.48 | 0.96 | 0.34 | 0.09 | |
| 96 | 52.7 | 113 | 45.4 | 2.00 | 0.16 | - | |
| 2.83 | 0.94 | 2.88 | 0.96 | 0.46 | 0.65 | 0.05 | |
| 2.00 | 0.83 | 2.40 | 0.92 | 4.70 | < .001 | 0.46 | |
| 11.21 | 1.17 | 10.7 | 1.12 | -4.83 | < .001 | 0.47 | |
| 3.41 | 0.06 | - | |||||
| 110 | 60.4 | 127 | 51.0 | ||||
| 72 | 39.6 | 122 | 49.0 | ||||
| 60 | 33.0 | 114 | 45.8 | 6.65 | 0.01 | - | |
| 53.33 | 10.63 | 48.65 | 12.30 | -5.99 | < .001 | 0.48 | |
| 28.77 | 1.82 | 27.85 | 2.55 | -4.40 | < .001 | 0.42 | |
| 0.37 | 0.92 | -0.28 | 0.97 | -6.78 | < .001 | 0.69 | |
| 0.45 | 0.82 | -0.08 | 0.97 | -5.71 | < .001 | 0.59 | |
| 26.95 | 3.92 | 27.29 | 4.43 | 0.84 | 0.40 | 0.08 | |
| 27.82 | 8.77 | 25.77 | 8.62 | -2.37 | 0.02 | 0.24 | |
| 2.12 | 0.64 | 1.97 | 0.61 | -2.51 | 0.01 | 0.25 | |
| 110 | 60.4 | 138 | 56.6 | 0.50 | 0.48 | - | |
| 75 | 41.4 | 95 | 38.3 | 0.31 | 0.58 | - | |
| 19 | 10.4 | 32 | 12.9 | 0.38 | 0.54 | - | |
| 40.02 | 7.44 | 40.58 | 8.29 | 0.71 | 0.48 | 0.07 | |
| 1.35 | 2.20 | 2.36 | 3.45 | 3.67 | < .001 | 0.35 | |
| 13.61 | 0.008 | - | |||||
| 23 | 12.6 | 19 | 7.6 | ||||
| 86 | 47.3 | 91 | 36.5 | ||||
| 61 | 33.5 | 102 | 41.0 | ||||
| 10 | 5.5 | 29 | 11.6 | ||||
| 2 | 1.1 | 8 | 3.2 | ||||
| 3.66 | 2.96 | 4.53 | 2.94 | 3.01 | 0.003 | 0.29 | |
| 2.72 | 2.22 | 3.43 | 2.50 | 3.09 | 0.002 | 0.30 | |
| 37.07 | 7.21 | 34.64 | 6.47 | -3.54 | < .001 | 0.36 | |
| 32.63 | 7.41 | 30.64 | 7.07 | -2.75 | 0.006 | 0.28 | |
| 38.50 | 5.74 | 36.74 | 6.13 | -2.92 | 0.003 | 0.30 | |
For continuous variables, p-values are for differences calculated using Welch’s 2-sample t-test for continuous variables with Cohen’s d for standardised effect size. For categorical variables, p-values are for Fisher’s exact test or χ2 test with Yates’s continuity correction.
*Measures were recorded at the most recent full wave of data collection when participants were mean age 82 years old.
† Difference test results for Moray House Test scores at mean age 11 are based on age-adjusted values.
Fig 1Change in LBC1936 participants’ self-reported physical health after COVID-19 measures introduced.
Fig 2Change in LBC1936 participants’ self-reported emotional and mental health after COVID-19 measures introduced.
Fig 3Pastimes returned to or taken up during lockdown.
Spearman’s rank correlations between age-82 (or earlier) characteristics and COVID-19 questionnaire outcomes.
| Adherence to guidance | Impact on day-to-day living | Self-reported physical and mental health and loneliness | Lifestyle | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Frequency of leaving home | Change in internet usage | Gets additional help | Change in daily routine | Self-reported physical health | Self-reported mental health | COVID-19-related stress or nervousness | Loneliness | Decrease in physical activity | New pastime | |
| Age | -0.01 | 0.03 | 0.00 | 0.05 | 0.18 | 0.14 | -0.02 | 0.08 | 0.03 | 0.06 |
| Sex ( | -0.12 | -0.23 | 0.03 | -0.05 | -0.20 | 0.03 | 0.13 | 0.06 | 0.00 | -0.18 |
| Adulthood occupational class | -0.18 | 0.09 | 0.14 | -0.15 | 0.10 | -0.03 | -0.01 | 0.11 | 0.22 | -0.02 |
| Living alone | -0.02 | 0.20 | -0.01 | 0.16 | 0.07 | -0.16 | -0.19 | -0.40 | -0.03 | 0.14 |
| Fluid cognitive ability ‘gf’ | 0.19 | 0.16 | 0.02 | -0.13 | -0.27 | 0.37 | 0.07 | -0.09 | -0.26 | -0.09 |
| General health literacy | 0.13 | -0.17 | 0.01 | -0.20 | -0.02 | -0.10 | 0.07 | -0.03 | -0.13 | -0.16 |
| Number of chronic diseases | -0.15 | 0.03 | 0.03 | 0.03 | 0.22 | 0.15 | 0.01 | 0.12 | 0.12 | 0.06 |
| Townsend disability scale score | -0.16 | -0.04 | 0.00 | 0.11 | 0.32 | 0.14 | 0.05 | 0.17 | 0.07 | 0.05 |
| Self-rated general health | -0.27 | -0.07 | -0.02 | 0.00 | 0.52 | 0.32 | 0.10 | 0.16 | 0.09 | 0.12 |
| Anxiety symptoms | -0.05 | -0.20 | 0.13 | -0.01 | 0.17 | 0.36 | 0.28 | 0.31 | -0.01 | -0.09 |
| Depression symptoms | -0.07 | -0.01 | 0.09 | 0.13 | 0.33 | 0.26 | 0.12 | 0.11 | -0.03 | 0.09 |
| Emotional stability | 0.04 | 0.07 | -0.10 | -0.04 | -0.29 | -0.43 | -0.39 | -0.29 | 0.00 | 0.01 |
| Conscientiousness | 0.08 | 0.11 | -0.08 | 0.05 | -0.20 | -0.10 | -0.09 | -0.04 | -0.00 | -0.03 |
| Extraversion | 0.09 | -0.06 | 0.05 | -0.05 | -0.25 | -0.22 | -0.03 | -0.09 | -0.14 | -0.12 |
*p < .05
**p < .01
***p < .001; Independent variables are from age-82 unless otherwise stated. All p-values corrected using Holm-Bonferroni correction [71].
Age is age in days at time of questionnaire (mean age 84).
Living alone at time of questionnaire (mean age 84).
Odds ratios (95% confidence intervals) for final regression models of COVID-19 outcomes predicted by characteristics at age-82 (or earlier).
| Adherence to guidance | Impact on day-to-day living | Self-reported physical and mental health and loneliness | Lifestyle | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Frequency of leaving home | Change in internet usage | Change in daily routine | Self-reported physical health | Self-reported mental health | COVID-19-related stress or nervousness | Loneliness | Decrease in physical activity | New pastime | |
| Age | 0.92 (0.69–1.23) | 0.97 (0.68–1.38) | 1.16 (0.86–1.57) | 1.45 (1.04–2.04) | 1.27 (0.94–1.73) | 0.94 (0.66–1.33) | 1.04 (0.68–1.62) | 1.13 (0.85–1.51) | 0.92 (0.66–1.28) |
| Sex Male | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference |
| Female | 0.56 (0.30–1.02) | 2.32 (1.12–4.86) | 1.08 (0.55–2.12) | 0.56 (0.28–1.11) | 1.11 (0.57–2.16) | 1.55 (0.73–3.31) | 0.48 (0.17–1.26) | 1.08 (0.61–1.89) | 1.89 (0.96–3.75) |
| Adulthood occupational class | 0.71 (0.51–0.98) | - | - | - | - | - | - | 1.43 (1.04–1.96) | - |
| Living alone | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference |
| Not alone | - | 0.65 (0.38–1.10) | 1.83 (0.92–3.68) | - | 0.53 (0.28–1.02) | 0.65 (0.38–1.11) | 0.15 (0.07–0.31) | - | - |
| Fluid cognitive ability ‘gf’ | 1.24 (0.88–1.74) | 1.53 (1.03–2.33) | - | 0.73 (0.50–1.05) | - | - | - | 0.68 (0.49–0.93) | - |
| General health literacy | - | - | 0.69 (0.46–1.01) | - | - | - | - | - | 1.36 (0.92–2.02) |
| Number of chronic diseases | 0.87 (0.60–1.26) | - | - | 0.98 (0.65–1.47) | 1.20 (0.82–1.75) | - | - | - | - |
| Townsend disability scale score | 0.73 (0.46–1.13) | - | - | 1.31 (0.74–2.37) | - | - | 1.67 (0.92–3.14) | - | - |
| Self-rated general health | 0.62 (0.42–0.92) | - | - | 3.99 (2.31–7.11) | 1.48 (0.99–2.24) | - | - | - | - |
| Excellent | - | - | - | - | - | - | 0.17 (0.001–26.69) | - | - |
| Very good | - | - | - | - | - | - | 0.64 (0.01–65.46) | - | - |
| Good | - | - | - | - | - | - | 0.34 (0.003–33.48) | - | - |
| Fair | - | - | - | - | - | - | 3.32 (0.03–399.82) | - | - |
| Poor | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference |
| Anxiety symptoms | - | 1.31 (0.92–1.90) | - | 0.84 (0.54–1.30) | 1.15 (0.76–1.73) | 0.99 (0.63–1.55) | 1.76 (1.01–3.14) | - | - |
| Depression symptoms | - | - | - | 1.17 (0.77–1.78) | 1.03 (0.71–1.50) | - | - | - | - |
| Emotional stability | - | - | - | 0.81 (0.51–1.26) | 0.54 (0.35–0.81) | 0.40 (0.24–0.62) | 0.76 (0.45–1.24) | - | - |
| Conscientiousness | - | - | - | 0.83 (0.57–1.20) | - | - | - | - | - |
| Extraversion | - | - | - | 0.83 (0.58–1.17) | 0.89 (0.64–1.24) | - | - | - | - |
*p < .05
**p < .01
***p < .001; Independent variables are from age-82 unless otherwise stated
age is age in days at time of questionnaire (mean age 84)
living alone at time of questionnaire (mean age 84).
†associations remain significant after multiple testing correction via false discovery rate (FDR) estimation.
models were binary logistic regression models.
d models were ordinal logistic regression models.