| Literature DB >> 33573890 |
Kristoffer Panduro Madsen1, Ingrid Willaing2, Naja Hulvej Rod3, Tibor V Varga3, Lene Eide Joensen4.
Abstract
AIMS: To analyze trajectories of psychosocial health among people with diabetes during the first three months of lockdowns and reopenings of the COVID-19 pandemic in Denmark.Entities:
Keywords: COVID-19; Diabetes mellitus; Loneliness; Psychosocial factors; Quality of life; Social isolation
Year: 2021 PMID: 33573890 PMCID: PMC7816585 DOI: 10.1016/j.jdiacomp.2021.107858
Source DB: PubMed Journal: J Diabetes Complications ISSN: 1056-8727 Impact factor: 2.852
Fig. 1Timeline of questionnaire distribution and pivotal events during the COVID-19 pandemic in Denmark in 2020.
Abbreviations: DHA, Danish Health Authority; Q, questionnaire. Q1 and Q2 were each open one week from the opening date and Q3-Q6 were each open two weeks from the opening date. Phase 1 of reopening included reopening of elementary schools from grade 0–5, child services and liberal professions (i.e., hairdressers, dentists etc.). Phase 2 of reopening included reopening of elementary schools from grade 6–10, high schools and universities, malls and retailers, restaurants, zoos, libraries, churches, museums, cinemas, theaters etc. Nightlife remained closed. Phase 3 involved increasing the ban of >10 people gatherings to 50 and the reopening of public swimming pools, gyms, casinos, and nightlife (partly).
Study sample characteristics at Q1 (n = 1366).
| Variables | Descriptive statistics | Missing observations |
|---|---|---|
| Age in years | 61.7 (12.8), [55, 64, 71] | 137 |
| Age in groups | ||
| <65 years | 615 (50) | |
| 65–79 years | 570 (46.4) | |
| ≥80 years | 44 (3.6) | |
| Sex | 62 | |
| Female | 580 (44.5) | |
| Male | 724 (55.5) | |
| Education | 157 | |
| Primary school | 79 (6.5) | |
| Secondary (high school/vocational) | 395 (32.7) | |
| Short-medium-cycle | 681 (56.3) | |
| Long-cycle | 54 (4.5) | |
| Cohabitation status | 165 | |
| Lives alone | 314 (26.1) | |
| Lives with partner and/or children | 887 (73.9) | |
| Employment status | ||
| Employed | 429 (35.5) | 165 |
| Retired | 669 (55.3) | |
| Sick leave or unemployed | 111 (9.2) | |
| Diabetes type | 83 | |
| Type 1 | 461 (35.9) | |
| Type 2 | 822 (64.1) | |
| Diabetes duration | 19.5 (15), [8, 16, 26] | 270 |
| Diabetes complications | 30 | |
| 0 | 980 (73.4) | |
| 1 | 266 (19.9) | |
| 2+ | 90 (6.7) | |
| HbA1c (mmol/mol) | 56.6 (14.5), [48, 54, 61.8] | 554 |
| HbA1c in groups | 554 | |
| Low (≤70 mmol/mol/11.1%) | 703 (86.6) | |
| High (>70 mmol/mol/11.1%) | 109 (13.4) | |
| Comorbidities | 79 | |
| 0 | 560 (43.5) | |
| 1+ | 727 (56.5) | |
| Mental illness | 79 | |
| 0 | 1137 (88.3) | |
| 1+ | 150 (11.7) | |
| COVID-19 worries, range: 1–10 | 5.9 (2.49), [4, 6, 8] | 139 |
| Quality of life, range: 1–10 | 7.1 (1.9) | 126 |
| Feelings of social isolation, range: 1–10 | 5.5 (2.7) | 156 |
| Psychological distress, range: 5–20 | 7.7 (2.9), [5, 7, 9] | 119 |
| Diabetes distress, range: 1–6 | 1.8 (1.00), [1, 1.5, 2] | 154 |
| None to low diabetes distress (DDS2 ≤ 2) | 914 (75.4) | |
| Moderate to high diabetes distress (DDS2 > 2) | 298 (24.6) | |
| Anxiety, range: 0–4 | 0.5 (0.66), [0, 0.25, 0.75] | 119 |
| <10% risk of anxiety disorder | 1004 (80.5) | |
| 20% risk of anxiety disorder | 182 (14.6) | |
| 30% risk of anxiety disorder | 45 (3.6) | |
| 40% risk of anxiety disorder | 13 (1.1) | |
| 45% risk of anxiety disorder | 3 (0.2) | |
| General loneliness, range: 3–9 | 4.8 (1.64), [3, 5, 6] | 154 |
| Often or sometimes lack company | 690 (56.9) | |
| Often or sometimes feel left out | 348 (28.7) | |
| Often or sometimes feel isolated from others | 742 (61.2) | |
| Diabetes-specific loneliness, range: 2–6 | 2.7 (1.13), [2, 2, 3] | 154 |
| Often or sometimes miss someone to talk to about diabetes | 279 (23) | |
| Often or sometimes feel lonely with diabetes | 393 (32) |
Descriptive statistics for categorical data are given as frequency (percent) and for continuous data as mean (standard deviation) with median and percentiles in brackets [P25, median, P75]. Abbreviations: P25/P75, 25th/75th percentiles.
Diabetes complications include 1 or more of the following: retinopathy, nephropathy, neuropathy, foot ulcer and cardiovascular disease.
Comorbidities include 1 or more of the following: asthma, atherosclerosis, arthritis, back disease, cancer, chronic obstructive pulmonary disease, impaired hearing, migraine and stroke.
Mental illness includes anxiety and depression or whether the participant had ever been diagnosed with any other psychiatric disorder by a physician.
The relatively large amount of missing data on HbA1c is primarily due to underreporting by people with type 2 diabetes.
Fig. 2Trajectories for psychosocial outcomes.
Panel A: Trajectories for COVID-19 worries, quality of life and feelings of social isolation (measured with visual analogue scales) with 95% confidence intervals.
Panel B: Trajectories for psychological distress, diabetes distress, anxiety, general and diabetes-specific loneliness (measured with questionnaire scales) with 95% confidence intervals.
Trajectory coefficients for psychosocial outcomes.
| Variables | COVID-19 worries | Quality of life | Feelings of social isolation | Psychological distress | Diabetes distress | Anxiety | General loneliness | Diabetes-specific loneliness |
|---|---|---|---|---|---|---|---|---|
| Questionnaire nr. | ||||||||
| 1 (March 19) | Reference | Reference | Reference | Reference | Reference | Reference | Reference | Reference |
| 2 (March 26) | −0.084 (0.079) | −0.159** (0.066) | −0.111 (0.086) | −0.095 (0.082) | −0.061** (0.03) | −0.046*** (0.014) | 0.098* (0.053) | 0.014 (0.035) |
| 3 (April 3) | 0.002 (0.082) | −0.259*** (0.069) | 0.172* (0.089) | 0.021 (0.086) | −0.059* (0.031) | −0.014 (0.015) | 0.129** (0.056) | −0.051 (0.036) |
| 4 (April 16) | −0.229*** (0.081) | −0.220** (0.070) | −0.085 (0.091) | 0.05 (0.086) | −0.079*** (0.03) | −0.017 (0.015) | 0.209*** (0.056) | −0.038 (0.035) |
| 5 (May 20) | −0.762*** (0.085) | -0.005 (0.075) | −0.738*** (0.096) | −0.23** (0.099) | −0.049 (0.034) | −0.054*** (0.017) | −0.069 (0.064) | 0.076** (0.036) |
| 6 (June 10) | −1.068*** (0.094) | 0.117 (0.087) | −1.234*** (0.105) | −0.578*** (0.11) | −0.069* (0.036) | −0.109*** (0.019) | −0.421*** (0.068) | 0.004 (0.043) |
Standard errors are in parentheses. ***p < 0.01, **p < 0.05, *p < 0.1. See Supplementary material S3 and S4 for full models as selected by the LASSO algorithm.