Loneliness during the COVID-19 Pandemic: A Comparison between Older and Younger People
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants and Instruments
2.2. Ethical Statement and Conflict of Interest
2.3. Variable Definitions
2.4. Statistical Analysis
3. Results
3.1. Descriptive Statistics
3.2. Regression Results
4. Discussion
4.1. Loneliness among Older and Younger People
4.2. Factors Explaining Loneliness among Older and Younger People before and during the Pandemic
4.3. Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Definition |
---|---|
Dependent variable | |
Loneliness | The extent to which respondents feel loneliness according to the UCLA methodology. The questions asked to measure respondents’ loneliness were “How often do you feel a lack of companionship,” “How often do you feel left out,” and “How often do you feel isolated from others.” The options to respond to these questions were “Hardly ever or never,” “Some of the time,” and “Often.” Loneliness is a binary variable where 1 indicates having feelings of loneliness some of the time or often, and 0 otherwise. As an alternative, we measured loneliness using the question “How often do you feel lonely” (1 being never and 5 being often or always). This alternative measure of loneliness as a binary variable where 1 indicates feeling loneliness often or always, some of the time, and occasionally, and 0 otherwise. |
Explanatory variables | |
Male * | Binary variable: 1 = Male and 0 = Female |
Age * | Continuous variable: Respondent’s age |
Married | Binary variable: 1 = Currently married and 0 = Otherwise |
Children * | Binary variable: 1 = Have child/children and 0 = Otherwise |
Live alone | Binary variable: 1 = Living alone and 0 = Otherwise |
Living in rural area | Binary variable: 1 = Living in rural areas (not Tokyo special wards or government designated city areas) and 0 = Otherwise |
Education * | Continuous variable: Years of education |
Employed | Binary variable: 1 = Respondent is employed and 0 = otherwise |
Household income | Continuous variable: Annual earned income before taxes and with bonuses of the entire household in 2020 (unit: JPY) |
Log of household income | Log of household income |
Household assets | Continuous variable: Balance of financial assets (savings, stocks, bonds, insurance, etc.) of the entire household (unit: JPY) |
Log of household assets | Log of household assets |
Financial literacy * | Continuous variable: Average correct answers to three financial literacy questions |
Subjective health status | Ordinal variable: 1 = It does not hold true at all for you; 2 = It is not so true for you; 3 = Neither true nor not true; 4 = It is rather true for you; 5 = It is particularly true for you, for the statement, “I am now healthy and was generally healthy in the last one year.” |
Future anxiety | Ordinal variable: 1 = It does not hold true at all for you; 2 = It is not so true for you; 3 = Neither true nor not true; 4 = It is rather true for you; 5 = It is particularly true for you, for the statement, “I have anxieties about my life after I am 65 years old (for those who are already aged 65 or above, ‘life in the future’).” |
Financial satisfaction | Ordinal variable: 1 = Completely disagree; 2 = Disagree; 3 = Neither agree nor disagree; 4 = Agree; 5 = Completely agree, for the statement, “Since the future is uncertain, it is a waste to think about it.” I am happy with my financial status.” |
Feeling of depression | Ordinal variable: 1 = It does not hold true at all for you; 2 = It is not so true for you; 3 = Neither true nor not true; 4 = It is rather true for you; 5 = It is particularly true for you, for the statement, “I often feel depressed or felt depressed in the last one year.” |
Myopic view of the future | Ordinal variable: 1 = Completely disagree; 2 = Disagree; 3 = Neither agree nor disagree; 4 = Agree; 5 = Completely agree, for the statement, “Since the future is uncertain, it is a waste to think about it.” |
Variable | Obs. | Mean | Std. Dev. | Min | Max |
---|---|---|---|---|---|
Loneliness 2020 (UCLA Measure) | 4253 | 0.6981 | 0.4591 | 0 | 1 |
Loneliness 2021 (UCLA Measure) | 4253 | 0.7364 | 0.4406 | 0 | 1 |
Loneliness 2020 (Direct Measure) | 4253 | 0.5648 | 0.4958 | 0 | 1 |
Loneliness 2021 (Direct Measure) | 4253 | 0.5850 | 0.4928 | 0 | 1 |
Male | 4253 | 0.6544 | 0.4756 | 0 | 1 |
Age | 4253 | 50.3184 | 13.8258 | 21 | 86 |
Married | 4253 | 0.6605 | 0.4736 | 0 | 1 |
Children | 4253 | 0.5711 | 0.4950 | 0 | 1 |
Living alone | 4253 | 0.2015 | 0.4012 | 0 | 1 |
Living in rural area | 4253 | 0.5815 | 0.4934 | 0 | 1 |
Education | 4253 | 14.9697 | 2.1129 | 9 | 21 |
Employed | 4253 | 0.6381 | 0.4806 | 0 | 1 |
Household income | 4253 | 6.3085 | 4.0456 | 0.50 | 21.00 |
Log of HHIncome | 4253 | 15.4271 | 0.7598 | 13.12 | 16.86 |
Household assets | 4253 | 19.8000 | 29.1000 | 1.25 | 125.00 |
Log of HHAssets | 4253 | 15.8515 | 1.4297 | 14.04 | 18.64 |
Finliteracy | 4253 | 0.6524 | 0.3568 | 0 | 1 |
Healthy | 4253 | 3.2445 | 1.0878 | 1 | 5 |
Anxiety | 4253 | 3.7129 | 1.1380 | 1 | 5 |
Finsatisfaction | 4253 | 2.7437 | 1.1153 | 1 | 5 |
Depression | 4253 | 2.9758 | 1.2171 | 1 | 5 |
Myopic view | 4253 | 2.6852 | 1.0174 | 1 | 5 |
Variable | Mean | Std. Error | Obs. |
---|---|---|---|
Full sample | |||
Loneliness 2020 (UCLA Measure) | 0.6981 | 0.0070 | 4253 |
Loneliness 2021 (UCLA Measure) | 0.7364 | 0.0068 | 4253 |
Difference | 0.0383 (3.93) *** | ||
Loneliness 2020 (Direct Measure) | 0.5648 | 0.0076 | 4253 |
Loneliness 2021 (Direct Measure) | 0.5850 | 0.0076 | 4253 |
Difference | 0.0202 (1.89) * | ||
Older sub-sample | |||
Loneliness 2020 (UCLA Measure) | 0.5586 | 0.0179 | 768 |
Loneliness 2021 (UCLA Measure) | 0.6016 | 0.0177 | 768 |
Difference | 0.0430 (2.50) ** | ||
Loneliness 2020 (Direct Measure) | 0.3607 | 0.0173 | 768 |
Loneliness 2021 (Direct Measure) | 0.3958 | 0.0177 | 768 |
Difference | 0.0352 (2.07) ** | ||
Younger sub-sample | |||
Loneliness 2020 (UCLA Measure) | 0.7288 | 0.0075 | 3485 |
Loneliness 2021 (UCLA Measure) | 0.7661 | 0.0072 | 3485 |
Difference | 0.0373 (5.02) *** | ||
Loneliness 2020 (Direct Measure) | 0.6098 | 0.0083 | 3485 |
Loneliness 2021 (Direct Measure) | 0.6267 | 0.0082 | 3485 |
Difference | 0.0169 (2.04) ** |
Variable | UCLA Measure | Direct Measure | ||
---|---|---|---|---|
2020 | 2021 | 2020 | 2021 | |
Male | 0.4065 (4.04) *** | 0.1245 (1.28) | 0.0668 (0.71) | −0.0128 (−0.14) |
Age | −0.0223 (−5.89) *** | −0.0174 (−4.90) *** | −0.0267 (−7.49) *** | −0.0219 (−6.63) *** |
Married | −0.1670 (−1.23) | 0.0194 (0.15) | −0.3144 (−2.54) ** | −0.1652 (−1.43) |
Children | −0.1249 (−1.21) | −0.1585 (1.60) | 0.1350 (1.39) | 0.0549 (0.60) |
Living alone | 0.0304 (0.20) | 0.2795 (1.99) ** | 0.2934 (2.20) ** | 0.4077 (3.24) *** |
Living in rural area | 0.0864 (1.09) | 0.0373 (0.49) | 0.0617 (0.82) | 0.1013 (1.42) |
Education | 0.0002 (0.01) | 0.0105 (0.53) | 0.0071 (0.37) | 0.0279 (1.54) |
Employed | −0.0836 (−0.82) | −0.0586 (−0.60) | 0.1377 (1.43) | 0.1211 (1.35) |
Log of HHIncome | −0.2364 (−3.28) *** | −0.1731 (−2.56) *** | −0.0316 (−0.48) | −0.1064 (−1.73) * |
Log of HHasset | 0.0758 (2.21) ** | 0.0348 (1.04) | 0.0877 (2.71) *** | 0.0556 (1.77) * |
Finliteracy | −0.0129 (−0.10) | 0.0139 (0.12) | 0.0792 (0.67) | −0.1394 (−1.29) |
Healthy | −0.1857 (−4.78) *** | −0.2608 (−6.93) *** | −0.2395 (−6.46) *** | −0.2192 (−6.27) *** |
Anxiety | 0.0513 (1.37) | 0.1318 (3.45) *** | −0.0297 (−0.82) | 0.0592 (1.62) |
Finsatisfaction | −0.1262 (−2.94) *** | −0.0547 (−1.32) | −0.1138 (−2.79) *** | −0.1098 (−2.85) *** |
Depression | 0.5459 (13.60) *** | 0.4528 (12.41) *** | 0.6386 (16.68) *** | 0.6156 (18.03) *** |
Myopic view | 0.1169 (2.84) *** | 0.0942 (2.48) ** | 0.0906 (2.32) ** | 0.0994 (2.77) *** |
_Cons | 3.3667 (3.10) *** | 2.8953 (2.86) *** | −0.4218 (−0.43) | 0.5325 (0.58) |
Obs. | 3755 | 4253 | 3755 | 4253 |
LR Chi2 | 586.32 *** | 553.95 *** | 766.99 *** | 906.25 *** |
Pseudo R2 | 0.1275 | 0.1129 | 0.1489 | 0.1570 |
Log likelihood | −2006.9567 | −2176.0138 | −2192.3659 | −2433.0781 |
Variable | UCLA Measure | Direct Measure | ||
---|---|---|---|---|
2020 | 2021 | 2020 | 2021 | |
Male | 0.9722 (3.57) *** | 0.8446 (3.56) *** | 0.3935 (1.40) | 0.2780 (1.13) |
Age | −0.0614 (−2.61) *** | −0.0583 (−2.94) *** | −0.0567 (−2.25) ** | −0.0391 (−1.89) * |
Married | 0.6456 (1.35) | −0.0841 (−0.23) | 0.5280 (1.04) | −0.0812 (−0.22) |
Children | −0.0436 (−0.15) | −0.1757 (−0.68) | 0.4891 (1.54) | −0.2640 (−1.04) |
Living alone | 0.9984 (1.84) * | 0.6555 (1.56) | 1.4129 (2.58) *** | 0.7995 (1.94) * |
Living in rural area | 0.1445 (0.78) | −0.0864 (−0.52) | −0.1201 (−0.63) | 0.0238 (0.14) |
Education | −0.0368 (−0.79) | 0.0231 (0.54) | 0.0653 (1.33) | 0.0419 (0.97) |
Employed | −0.2459 (−1.09) | −0.4706 (−2.39) ** | −0.2794 (−1.19) | 0.0155 (0.08) |
Log of HHIncome | −0.6673 (−3.52) *** | −0.1370 (−0.86) | −0.1359 (−0.74) | 0.0028 (0.02) |
Log of HHasset | 0.1309 (1.63) | 0.0253 (0.35) | 0.2024 (2.42) ** | 0.0792 (1.07) |
Finliteracy | −0.1331 (−0.39) | −0.0082 (−0.03) | 0.2668 (0.76) | −0.0534 (−0.19) |
Healthy | −0.0765 (−0.85) | −0.2567 (−3.29) *** | −0.1873 (−1.98) ** | −0.1716 (−2.17) ** |
Anxiety | 0.0418 (0.44) | 0.2120 (2.18) ** | 0.0031 (0.03) | 0.0036 (0.04) |
Finsatisfaction | 0.0556 (0.48) | 0.1670 (1.53) | −0.0883 (−0.74) | −0.1974 (−1.79) * |
Depression | 0.6808 (6.58) *** | 0.3882 (4.66) *** | 0.7203 (6.91) *** | 0.6509 (7.60) *** |
Myopic view | 0.1056 (1.03) | 0.1457 (1.82) * | 0.1093 (1.02) | 0.1782 (2.13) ** |
_Cons | 9.7889 (3.08) *** | 3.7981 (1.39) | −1.6299 (−0.51) | −0.6951 (−0.25) |
Obs. | 631 | 768 | 631 | 768 |
LR Chi2 | 129.86 *** | 105.42 *** | 118.67 *** | 140.59 *** |
Pseudo R2 | 0.1495 | 0.1021 | 0.1459 | 0.1364 |
Log likelihood | −369.4942 | −463.6727 | −347.4110 | −445.2509 |
Variable | UCLA Measure | Direct Measure | ||
---|---|---|---|---|
2020 | 2021 | 2020 | 2021 | |
Male | 0.3221 (2.91) *** | −0.0403 (−0.37) | 0.0064 (0.06) | −0.0480 (−0.49) |
Age | −0.0135 (−2.87) *** | −0.0072 (−1.56) | −0.0178 (−4.12) *** | −0.0173 (−4.16) *** |
Married | −0.2609 (−1.80) * | 0.0341 (0.25) | −0.3703 (−2.84) *** | −0.1722 (−1.39) |
Children | −0.1204 (−1.08) | −0.1458 (−1.33) | 0.1209 (1.16) | 0.1049 (1.07) |
Living alone | −0.0659 (−0.42) | 0.2179 (1.44) | 0.2320 (1.65) * | 0.3633 (2.71) *** |
Living in rural area | 0.0838 (0.95) | 0.0704 (0.81) | 0.1027 (1.25) | 0.1184 (1.50) |
Education | 0.0061 (0.26) | 0.0066 (0.30) | −0.0033 (−0.16) | 0.0265 (1.32) |
Employed | −0.0959 (−0.78) | 0.0292 (0.25) | 0.1697 (1.52) | 0.1119 (1.06) |
Log of HHIncome | −0.1712 (−2.17) ** | −0.1983 (−2.60) *** | −0.0197 (−0.28) | −0.1351 (−2.01) ** |
Log of HHasset | 0.0617 (1.60) | 0.0386 (1.00) | 0.0620 (1.75) * | 0.0538 (1.54) |
Finliteracy | −0.0039 (−0.03) | 0.0206 (0.16) | 0.0616 (0.48) | −0.1570 (−1.33) |
Healthy | −0.2007 (−4.60) *** | −0.2539 (−5.84) *** | −0.2434 (−5.98) *** | −0.2245 (−5.71) *** |
Anxiety | 0.0558 (1.36) | 0.1206 (2.85) *** | −0.0339 (−0.86) | 0.0649 (1.64) |
Finsatisfaction | −0.1560 (−3.34) *** | −0.0941 (−2.07) ** | −0.1086 (−2.49) ** | −0.0959 (−2.32) ** |
Depression | 0.5229 (11.88) *** | 0.4743 (11.54) *** | 0.6247 (15.08) *** | 0.6126 (16.33) *** |
Myopic view | 0.1182 (2.60) *** | 0.0828 (1.90) * | 0.0845 (2.00) ** | 0.0842 (2.11) ** |
_Cons | 2.4164 (2.05) ** | 2.9502 (2.63) *** | −0.2982 (−0.28) | 0.8559 (0.86) |
Obs. | 3124 | 3485 | 3124 | 3485 |
LR Chi2 | 412.21 *** | 400.99 *** | 535.38 *** | 643.24 *** |
Pseudo R2 | 0.1128 | 0.1058 | 0.1276 | 0.1397 |
Log likelihood | −1621.4628 | −1694.9911 | −1830.8421 | −1980.9065 |
Variable | Full Sample | Older Sub-Sample | Younger Sub-Sample |
---|---|---|---|
Male | −0.2951 (−2.45) *** | 0.1743 (0.53) | −0.4044 (−3.04) *** |
Age | 0.0002 (0.05) | −0.0351 (−1.27) | −0.0044 (−0.76) |
Married | 0.5000 (2.93) *** | −0.1026 (−0.21) | 0.5266 (2.85) *** |
Children | −0.0314 (−0.25) | −0.2102 (−0.61) | −0.0029 (−0.02) |
Living alone | 0.3537 (1.94) * | −0.3165 (−0.55) | 0.4082 (2.09) *** |
Living in rural area | −0.0624 (−0.64) | −0.1591 (−0.72) | −0.0531 (−0.49) |
Education | −0.0121 (−0.48) | −0.0294 (−0.51) | −0.0146 (−0.52) |
Employed | −0.0397 (−0.32) | −0.2483 (−0.93) | 0.0959 (0.67) |
Log of HHIncome | 0.1642 (1.89) * | 0.5419 (2.41) ** | 0.1227 (1.28) |
Log of HHasset | −0.0203 (−0.47) | −0.0674 (−0.69) | −0.0130 (−0.26) |
Finliteracy | −0.1116 (−0.76) | 0.4897 (1.23) | −0.1968 (−1.22) |
Healthy | 0.0524 (1.11) | 0.1180 (1.10) | 0.0338 (0.64) |
Anxiety | 0.0027 (0.05) | 0.1545 (1.15) | −0.0083 (−0.15) |
Finsatisfaction | 0.0658 (1.25) | 0.2912 (1.96) ** | 0.0417 (0.73) |
Depression | −0.0500 (−1.11) | 0.1586 (1.45) | −0.0915 (−1.84) * |
Myopic view | −0.0071 (−0.15) | −0.0623 (−0.57) | 0.0150 (0.28) |
_Cons | −4.3271 (−3.32) *** | −8.2792 (−2.10) ** | −3.3866 (−2.39) ** |
Obs. | 4253 | 768 | 3485 |
LR Chi2 | 40.95 *** | 20.49 | 43.47 *** |
Pseudo R2 | 0.0132 | 0.0336 | 0.0174 |
Log likelihood | −1533.3514 | −294.3110 | −1226.3969 |
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Share and Cite
Khan, M.S.R.; Kadoya, Y. Loneliness during the COVID-19 Pandemic: A Comparison between Older and Younger People. Int. J. Environ. Res. Public Health 2021, 18, 7871. https://doi.org/10.3390/ijerph18157871
Khan MSR, Kadoya Y. Loneliness during the COVID-19 Pandemic: A Comparison between Older and Younger People. International Journal of Environmental Research and Public Health. 2021; 18(15):7871. https://doi.org/10.3390/ijerph18157871
Chicago/Turabian StyleKhan, Mostafa Saidur Rahim, and Yoshihiko Kadoya. 2021. "Loneliness during the COVID-19 Pandemic: A Comparison between Older and Younger People" International Journal of Environmental Research and Public Health 18, no. 15: 7871. https://doi.org/10.3390/ijerph18157871
APA StyleKhan, M. S. R., & Kadoya, Y. (2021). Loneliness during the COVID-19 Pandemic: A Comparison between Older and Younger People. International Journal of Environmental Research and Public Health, 18(15), 7871. https://doi.org/10.3390/ijerph18157871