| Literature DB >> 36078381 |
Jaehoon Jung1, Sunyoung Kim2, Byungsung Kim2, Miji Kim3, Jisoo Yang2, Dongmin Chung1, Changwon Won4.
Abstract
This study aimed to analyze the effect of the COVID-19 pandemic on cognitive function of community-dwelling elderly individuals. Five-year (2016 to 2020) longitudinal data of the Korea Frailty and Aging Cohort Study (KFACS) were used. There were 1559 participants in 2016 and 1455 in 2017 aged 72-84 years. Follow-up was conducted at two-year intervals. We selected participants from the database of the 2017 and 2018 surveys for intergroup comparison over 2-year follow-ups. The number of study patients in the 2017-Group was 1027 and that of the 2018-Group was 879. In the intergroup comparison, the mean difference of word list memory score from 2018 to 2020 was -0.14, while that from 2017 to 2019 was 0.53. The mean difference of word list recall score from 2018 to 2020 was -0.25, while that from 2017 to 2019 was 0.03. These were significant even after adjusting confounding variables. In the intragroup comparison, the word list memory and recall scores from 2018 to 2020 were more decreased than those from 2016 to 2018. Conclusively, cognitive function of the Korean elderly cohort declined much more during the COVID-19 pandemic than before the pandemic, particularly in terms of memory and recall function.Entities:
Keywords: COVID-19; Korea; aged; cognition
Mesh:
Year: 2022 PMID: 36078381 PMCID: PMC9518427 DOI: 10.3390/ijerph191710666
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1KFACS cohort scheme and intergroup analysis, intragroup analysis.
Figure 2Flowchart of the study population of KFACS 2017 group.
Figure 3Flowchart of the study population of KFACS 2018 group.
Baseline characteristics of the study subjects according to intergroup comparison.
| Variables | 2017-Group | 2018-Group | |
|---|---|---|---|
|
| |||
| Age | 77.0 ± 3.1 | 77.6 ± 3.3 | 0.0004 * |
| Male sex | 500(48.7%) | 415(47.2%) | 0.5212 |
| Married | 708(68.9%) | 559(63.7%) | 0.0151 |
| Living alone | 214(20.8%) | 228(25.9%) | 0.0085 |
| Urban living | 254(24.9%) | 277(31.6%) | 0.0012 |
| Education years | 9.1 ± 5.0 | 8.1 ± 4.9 | <0.0001 * |
| Body mass index | |||
| BMI < 19 | 29(2.8%) | 25(2.8%) | 0.3902 |
| BMI ≥ 23 | 714(69.5%) | 586(66.7%) | |
|
| |||
| Occupation | 283(27.6%) | 286(32.5%) | 0.0185 |
| Social activity | 964(93.9%) | 831(94.5%) | 0.5313 |
| House hold income | |||
| Low | 75(7.3%) | 51(5.8%) | 0.1871 |
| High | 950(92.7%) | 827(94.2%) | |
|
| |||
| Current smoker | 389(38.0%) | 340(38.7%) | 0.7420 |
| Heavy Alcohol drinking | 179(24.6%) | 132(20.9%) | 0.1080 |
| Low physical activity at baseline | 464(45.2%) | 445(50.6%) | 0.0177 |
| Low physical activity after 2 years | 497(48.4%) | 507(57.7%) | <0.0001 |
|
| |||
| Hypertension | 622(60.6%) | 526(60.0%) | 0.7738 |
| Dyslipidemia | 348(34.2%) | 360(41.8%) | 0.0007 |
| Diabetes mellitus | 244(23.8%) | 205(23.3%) | 0.8137 |
| Cerebrovascular disease | 51(5%) | 42(4.8%) | 0.8502 |
| Cancer | 29(2.8%) | 27(3.1%) | 0.7494 |
| Vitamin d deficiency or insufficiency | 766(74.6%) | 641(73.0%) | 0.4342 |
| Depression at baseline | 222(21.6%) | 188(21.4%) | 0.9037 |
| Depression after 2 years | 257(25.0%) | 257(29.2%) | 0.0388 |
|
| 702 ± 51.7 | 743.1 ± 43.1 | <0.0001 * |
Notes: All values are presented as the mean ± standard deviation or number (%). Statistical significance was set at p < 0.05. p-values were based on the chi-squared test and independent t test (*); urban living and education years of 2018 data were replaced with 2016 data (no data for 2018); BMI normal range: 19 ≤ BMI < 23, social activity was defined as having at least one meeting or group activity with friends or colleagues (Yes or No); heavy alcohol drinking implies two or more weekly alcohol drinks (once seven cups for male, five cups for female).
Unadjusted mean differences of cognitive function during 2 years in 2017-Group and 2018-Group (intergroup comparison).
| 2017-Group | 2018-Group | Cohen’s d | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017 Year | 2019 Year | Mean Diff. (2019–2017) | 2018 Year | 2020 Year | Mean Diff. (2020–2018) | |||||||||||||||
|
| Mean | SD |
| Mean | SD |
| Mean | SD |
| Mean | SD |
| Mean | SD |
| Mean | SD | |||
| MMSE | 1027 | 25.67 | 3.13 | 1027 | 25.39 | 3.31 | 1027 | −0.28 | 2.57 | 879 | 25.59 | 3.19 | 879 | 25.23 | 3.59 | 879 | −0.36 | 2.34 | −0.0334 | 0.4640 |
| Word List Memory | 1027 | 16.66 | 4.26 | 1025 | 17.20 | 4.49 | 1025 | 0.53 | 3.25 | 874 | 17.74 | 4.40 | 877 | 17.59 | 4.56 | 873 | −0.14 | 3.56 | −0.1963 | <0.0001 |
| Word List Recall | 1027 | 5.51 | 2.08 | 1024 | 5.55 | 2.21 | 1024 | 0.03 | 1.64 | 873 | 5.81 | 2.10 | 877 | 5.56 | 2.24 | 872 | −0.25 | 1.67 | −0.1712 | 0.0002 |
| Word List Recognition | 1026 | 8.64 | 1.73 | 1026 | 8.62 | 1.83 | 1025 | −0.01 | 1.60 | 873 | 8.70 | 1.75 | 877 | 8.57 | 1.95 | 872 | −0.13 | 1.59 | −0.0773 | 0.0937 |
| TMT | 1014 | 76.30 | 51.44 | 1004 | 76.67 | 51.54 | 1001 | 1.64 | 34.13 | 848 | 81.75 | 54.09 | 849 | 82.53 | 54.48 | 832 | 1.33 | 33.78 | −0.0089 | 0.8501 |
| 7-Digit span | 1026 | 10.47 | 3.72 | 1026 | 10.12 | 3.68 | 1025 | −0.35 | 2.58 | 876 | 9.54 | 3.57 | 877 | 9.29 | 3.59 | 875 | −0.26 | 2.38 | 0.0367 | 0.4218 |
| FAB | 1026 | 13.65 | 2.90 | 1027 | 13.67 | 3.01 | 1026 | 0.02 | 2.49 | 876 | 13.10 | 3.14 | 877 | 13.33 | 3.23 | 875 | 0.23 | 2.43 | 0.0852 | 0.0644 |
Statistical significance was set at p < 0.05. p-values were based on the independent t test for the difference (*); the effect size of Cohen’s d for two groups is (Mean diff. (2020–2018)—Mean diff. (2019–2017))/SDpooled; MMSE: mini-mental state examination; recall test (total score of 10); recognition test (total score of 10); TMT (Trail-Making Test, out of 360 s, increasingly worse); Span (Digit span test, total score of 28); FAB: Frontal Assessment Battery (total score of 18).
Estimated mean differences of cognitive function during 2 years in 2017-Group and 2018-Group (intergroup comparison).
| Dependent Variable | Group | Model 1 (Unadjusted) | Model 2 | Model 3 | Model 4 | Model 5 | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean Diff. * | CI | Mean Diff. * | CI | Mean Diff. * | CI | Mean Diff. * | CI | Mean Diff. * | CI | ||||||||||||
| MMSE | 2017 | −0.28 | −0.43 | −0.13 | 0.4672 | −0.28 | −0.43 | −0.13 | 0.5243 | −0.16 | −1.11 | 0.79 | 0.5623 | −0.21 | −1.17 | 0.74 | 0.5271 | −0.22 | −1.18 | 0.73 | 0.6680 |
| 2018 | −0.36 | −0.52 | −0.20 | −0.35 | −0.52 | −0.19 | −0.23 | −1.18 | 0.72 | −0.29 | −1.24 | 0.67 | −0.28 | −1.24 | 0.68 | ||||||
| Word List Memory | 2017 | 0.53 | 0.32 | 0.74 | <0.0001 | 0.52 | 0.31 | 0.72 | <0.0001 | 0.99 | −0.32 | 2.30 | 0.0002 | 0.85 | −0.46 | 2.17 | 0.0005 | 0.84 | −0.48 | 2.16 | 0.0017 |
| 2018 | −0.14 | −0.36 | 0.09 | −0.12 | −0.35 | 0.10 | 0.39 | −0.92 | 1.70 | 0.28 | −1.03 | 1.59 | 0.28 | −1.03 | 1.60 | ||||||
| Word List Recall | 2017 | 0.03 | −0.07 | 0.14 | 0.0002 | 0.02 | −0.08 | 0.13 | 0.0006 | 0.49 | −0.14 | 1.13 | 0.0023 | 0.46 | −0.18 | 1.09 | 0.0031 | 0.45 | −0.19 | 1.09 | 0.0085 |
| 2018 | −0.25 | −0.36 | −0.14 | −0.24 | −0.35 | −0.13 | 0.25 | −0.38 | 0.89 | 0.22 | −0.42 | 0.86 | 0.22 | −0.42 | 0.86 | ||||||
| Word List Recognition | 2017 | −0.01 | −0.11 | 0.09 | 0.0937 | −0.02 | −0.12 | 0.08 | 0.1930 | 0.26 | −0.36 | 0.87 | 0.1263 | 0.23 | −0.39 | 0.85 | 0.1385 | 0.23 | −0.39 | 0.85 | 0.1303 |
| 2018 | −0.13 | −0.24 | −0.03 | −0.12 | −0.22 | −0.01 | 0.14 | −0.48 | 0.75 | 0.12 | −0.50 | 0.73 | 0.11 | −0.51 | 0.73 | ||||||
| TMT | 2017 | 1.64 | −0.47 | 3.74 | 0.8501 | 1.71 | −0.40 | 3.82 | 0.7790 | −9.23 | −22.35 | 3.89 | 0.9899 | −7.98 | −21.17 | 5.20 | 0.9446 | −7.67 | −20.88 | 5.55 | 0.7681 |
| 2018 | 1.33 | −0.98 | 3.64 | 1.26 | −1.05 | 3.58 | −9.25 | −22.36 | 3.86 | −8.10 | −21.27 | 5.08 | −8.20 | −21.39 | 4.99 | ||||||
| 7-Digit Span | 2017 | −0.35 | −0.51 | −0.20 | 0.4248 | −0.36 | −0.52 | −0.21 | 0.3468 | 0.32 | −0.64 | 1.27 | 0.5530 | 0.26 | −0.70 | 1.23 | 0.5658 | 0.25 | −0.72 | 1.21 | 0.4238 |
| 2018 | −0.26 | −0.43 | −0.10 | −0.26 | −0.42 | −0.09 | 0.39 | −0.57 | 1.34 | 0.33 | −0.63 | 1.29 | 0.35 | −0.61 | 1.31 | ||||||
| FAB | 2017 | 0.02 | −0.13 | 0.17 | 0.0644 | 0.02 | −0.13 | 0.17 | 0.0585 | −0.06 | −1.00 | 0.89 | 0.0699 | −0.06 | −1.01 | 0.90 | 0.0574 | −0.03 | −0.99 | 0.92 | 0.1164 |
| 2018 | 0.23 | 0.07 | 0.40 | 0.24 | 0.07 | 0.40 | 0.16 | −0.79 | 1.10 | 0.17 | −0.78 | 1.12 | 0.17 | −0.79 | 1.12 | ||||||
Notes: statistical significance was set at p < 0.05. p-values were based on a multiple generalized linear model. Mean Diff. *: Estimated mean value by least squares; CI: confidence interval; MMSE: mini-mental state examination; recall test (total score of 10); recognition test (total score of 10); TMT (Trail-Making Test, out of 360 s, increasingly worse); Span (Digit span test, total score of 28); FAB: Frontal Assessment Battery (total score of 18). Model 1: Unadjusted intergroup comparison of cognitive function mean difference; Model 2: Intergroup comparison of cognitive function mean difference adjusted by age and sex; Model 3: Adjusted as in Model 2 plus marital status, living alone, area, education years, occupation, social activity, sleeping time, dyslipidemia, and baseline physical activity; Model 4: Adjusted as in Model 3 plus physical activity after 2 years and depression after 2 years; Model 5: Adjusted as in Model 5 plus study period.
Mean differences of cognitive function according to intragroup comparison.
| Mean Difference | Mean Difference | Intragroup Mean Difference Comparison | Cohen’s d | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
| Mean | SD |
| Mean | SD |
| Mean | SD | ||||
| MMSE | 879 | –0.15 | 2.73 | 879 | −0.36 | 2.34 | 879 | −0.21 | 4.10 | −0.05 | 0.1301 | 0.0841 |
| Word List Memory | 873 | 0.47 | 3.53 | 873 | −0.14 | 3.56 | 873 | −0.61 | 6.03 | −0.10 | 0.0028 | 0.0003 |
| Word List Recall | 872 | 0.02 | 1.71 | 872 | −0.25 | 1.67 | 872 | −0.27 | 2.85 | −0.09 | 0.0057 | 0.0010 |
| Word List Recognition | 872 | −0.02 | 1.63 | 872 | −0.13 | 1.59 | 872 | −0.12 | 2.67 | −0.04 | 0.1997 | 0.1327 |
| TMT | 827 | 2.77 | 34.47 | 827 | 1.00 | 33.42 | 827 | −1.77 | 56.51 | −0.03 | 0.3677 | 0.2889 |
| 7-digit Span | 875 | −1.19 | 2.73 | 875 | −0.26 | 2.38 | 875 | 0.93 | 4.30 | 0.22 | <0.0001 | <0.0001 |
| FAB | 875 | −0.34 | 2.70 | 875 | 0.23 | 2.43 | 875 | 0.57 | 4.43 | 0.13 | 0.0001 | <0.0001 |
Notes: Statistical significance was set at p < 0.05 (statistically significant). The effect size of Cohen’s d for two paired groups is (Intragroup mean difference comparison—0)/SD. * p-values are based on the paired t test. ** p-values are based on the multiple mixed model adjusted age, sex for repeated data; MMSE (Mini-Mental State Examination); recall test (total score of 10); recognition test (total score of 10); TMT (Trail-Making Test, out of 360 s, increasingly worse); Span (digit span test, total score of 28); FAB (Frontal Assessment Battery, total score of 18).