Relationships between Volunteering, Neighbourhood Deprivation and Mental Wellbeing across Four British Birth Cohorts: Evidence from 10 Years of the UK Household Longitudinal Study
Abstract
1. Introduction
1.1. Age and Birth Cohort
1.2. Neighbourhoods
2. Data and Methods
2.1. Measures
2.2. Analysis
3. Results
3.1. Descriptive
3.2. Mental Distress (GHQ-12)
3.3. Health-Related Quality of Life (SF-12)
3.4. Sensitivity Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Descriptive Statistics of Volunteering Frequency and Mental Health/Wellbeing | |||||
|---|---|---|---|---|---|
| Variables of Interest | Whole Sample | Pre-1945 (Born before 1945) | Baby Boomers (Born in 1945–1964) | Gen X (Born in 1965–1979) | Millennials (Born in 1980 or After) |
| Volunteering | |||||
| Overall mean | 0.21 | 0.24 | 0.23 | 0.19 | 0.19 |
| Between-participant SD (σu) | 0.33 | 0.37 | 0.34 | 0.29 | 0.31 |
| Within-participant SD (σe) | 0.30 | 0.28 | 0.29 | 0.31 | 0.33 |
| Intraclass correlation (ρ) | 0.54 | 0.63 | 0.58 | 0.47 | 0.47 |
| Mental distress (GHQ 12) | |||||
| Overall mean | 1.92 | 1.83 | 1.92 | 1.94 | 1.95 |
| Between-participant SD (σu) | 0.34 | 0.27 | 0.34 | 0.33 | 0.38 |
| Within-participant SD (σe) | 0.33 | 0.26 | 0.31 | 0.34 | 0.39 |
| Intraclass correlation (ρ) | 0.51 | 0.52 | 0.55 | 0.48 | 0.49 |
| Health-related quality of life (SF-12) | |||||
| Overall mean | 3.77 | 3.61 | 3.74 | 3.83 | 3.85 |
| Between-participant SD (σu) | 0.55 | 0.56 | 0.60 | 0.51 | 0.47 |
| Within-participant SD (σe) | 0.37 | 0.40 | 0.36 | 0.37 | 0.39 |
| Intraclass correlation (ρ) | 0.68 | 0.66 | 0.74 | 0.65 | 0.59 |
| Number of obs | 51,206 | 7351 | 21,809 | 13,256 | 8790 |
| Number of groups | 10,989 | 1491 | 4431 | 2702 | 2365 |
| Fixed-Effects Analysis Predicting the Associations between Volunteering and Mental Distress (GHQ-12) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sample | Model 1 Volunteering | Model 2 = Model 1 + Demography and SEP | Model 3 = Model 2 + IMD | Number of Obs | Number of Groups | ||||||
| Coef | 95%CI | p-Value | Coef | 95%CI | p-Value | Coef | 95%CI | p-Value | |||
| Whole sample | −0.01 | −0.03, 0.00 | 0.121 | −0.01 | −0.03, 0.00 | 0.099 | −0.01 | −0.03, 0.00 | 0.101 | 51,206 | 10,989 |
| Pre-1945 (born before 1945) | −0.03 | −0.05, −0.00 | 0.026 | −0.02 | −0.05, 0.00 | 0.082 | −0.02 | −0.05, 0.00 | 0.082 | 7351 | 1491 |
| Baby Boomers (born in 1945–1964) | −0.03 | −0.05, −0.01 | 0.007 | −0.03 | −0.05, −0.01 | 0.003 | −0.03 | −0.05, −0.01 | 0.003 | 21,809 | 4431 |
| Gen X (born in 1965–1979) | 0.02 | −0.01, 0.04 | 0.213 | 0.01 | −0.01, 0.04 | 0.359 | 0.01 | −0.01, 0.04 | 0.360 | 13,256 | 2702 |
| Millennials (born in 1980 or after) | −0.01 | −0.05, 0.03 | 0.592 | −0.00 | −0.04, 0.03 | 0.833 | −0.00 | −0.04, 0.03 | 0.844 | 8790 | 2365 |
| Fixed-Effects Models Interacting with Index of Multiple Deprivation (IMD) 20% Most Deprived Areas | |||||
|---|---|---|---|---|---|
| Sample | Mental Distress (GHQ-12) | Number of Obs | Number of Groups | ||
| Coef | 95%CI | p-Value | |||
| Whole sample | 51,206 | 10,989 | |||
| Volunteering | −0.01 | −0.03, 0.00 | 0.133 | ||
| IMD 20% most deprived | −0.03 | −0.07, 0.02 | 0.281 | ||
| Volunteering * IMD 20% most deprived | −0.01 | −0.06, 0.04 | 0.788 | ||
| Pre-1945 (born before 1945) | 7351 | 1491 | |||
| Volunteering | −0.02 | −0.05, 0.00 | 0.100 | ||
| IMD 20% most deprived | −0.12 | −0.30, 0.07 | 0.213 | ||
| Volunteering * IMD 20% most deprived | −0.00 | −0.08, 0.08 | 0.999 | ||
| Baby Boomers (born in 1945–1964) | 21,809 | 4431 | |||
| Volunteering | –0.03 | –0.05, –0.01 | 0.001 | ||
| IMD 20% most deprived | −0.02 | −0.11, 0.08 | 0.732 | ||
| Volunteering * IMD 20% most deprived | 0.02 | −0.07, 0.11 | 0.736 | ||
| Gen X (born in 1965–1979) | 13,256 | 2702 | |||
| Volunteering | 0.01 | −0.02, 0.03 | 0.529 | ||
| IMD 20% most deprived | 0.01 | −0.06, 0.08 | 0.807 | ||
| Volunteering * IMD 20% most deprived | 0.02 | −0.06, 0.10 | 0.591 | ||
| Millennials (born in 1980 or after) | 8790 | 2365 | |||
| Volunteering | 0.01 | −0.03, 0.05 | 0.732 | ||
| IMD 20% most deprived | −0.02 | −0.08, 0.05 | 0.674 | ||
| Volunteering * IMD 20% most deprived | −0.05 | −0.14, 0.05 | 0.326 | ||
| Fixed-Effects Analysis Predicting the Associations between Volunteering and Health-Related Quality of Life (SF-12) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sample | Model 1 Volunteering | Model 2 = Model 1 + Demography and SEP | Model 3 = Model 2 + IMD | Number of Obs | Number of Groups | ||||||
| Coef | 95%CI | p-Value | Coef | 95%CI | p-Value | Coef | 95%CI | p-Value | |||
| Whole sample | 0.03 | 0.02, 0.05 | 0.000 | 0.03 | 0.01, 0.04 | 0.001 | 0.03 | 0.01, 0.04 | 0.001 | 51,206 | 10,989 |
| Pre-1945 (born before 1945) | 0.09 | 0.05, 0.13 | 0.000 | 0.04 | 0.01, 0.08 | 0.012 | 0.04 | 0.01, 0.08 | 0.012 | 7351 | 1491 |
| Baby Boomers (born in 1945–1964) | 0.03 | 0.01, 0.05 | 0.003 | 0.04 | 0.01, 0.06 | 0.001 | 0.04 | 0.01, 0.06 | 0.001 | 21,809 | 4431 |
| Gen X (born in 1965–1979) | −0.01 | −0.04, 0.02 | 0.611 | −0.00 | −0.03, 0.02 | 0.852 | −0.00 | −0.03, 0.02 | 0.846 | 13,256 | 2702 |
| Millennials (born in 1980 or after) | 0.04 | 0.00, 0.08 | 0.041 | 0.03 | −0.01, 0.06 | 0.157 | 0.03 | −0.01, 0.06 | 0.159 | 8790 | 2365 |
| Fixed-Effects Models Interacting with Index of Multiple Deprivation (IMD) 20% Most Deprived Areas | |||||
|---|---|---|---|---|---|
| Sample | Health-Related Quality of Life (SF-12) | Number of Obs | Number of Groups | ||
| Coef | 95%CI | p-Value | |||
| Whole sample | 51,206 | 10,989 | |||
| Volunteering | 0.02 | 0.01, 0.04 | 0.004 | ||
| IMD 20% most deprived | −0.00 | −0.05, 0.05 | 0.973 | ||
| Volunteering * IMD 20% most deprived | 0.02 | −0.03, 0.08 | 0.375 | ||
| Pre-1945 (born before 1945) | 7351 | 1491 | |||
| Volunteering | 0.04 | 0.00, 0.07 | 0.035 | ||
| IMD 20% most deprived | −0.07 | −0.30, 0.16 | 0.547 | ||
| Volunteering * IMD 20% most deprived | 0.08 | −0.08, 0.23 | 0.335 | ||
| Baby Boomers (born in 1945–1964) | 21,809 | 4431 | |||
| Volunteering | 0.04 | 0.02, 0.06 | 0.000 | ||
| IMD 20% most deprived | −0.08 | −0.19, 0.03 | 0.142 | ||
| Volunteering * IMD 20% most deprived | −0.02 | −0.11, 0.07 | 0.614 | ||
| Gen X (born in 1965–1979) | 13,256 | 2702 | |||
| Volunteering | 0.00 | −0.03, 0.03 | 0.908 | ||
| IMD 20% most deprived | 0.05 | −0.03, 0.13 | 0.193 | ||
| Volunteering * IMD 20% most deprived | −0.03 | −0.11, 0.04 | 0.380 | ||
| Millennials (born in 1980 or after) | 8790 | 2365 | |||
| Volunteering | 0.01 | −0.03, 0.04 | 0.725 | ||
| IMD 20% most deprived | −0.01 | −0.08, 0.07 | 0.888 | ||
| Volunteering * IMD 20% most deprived | 0.09 | −0.01, 0.19 | 0.091 | ||
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Mak, H.W.; Coulter, R.; Fancourt, D. Relationships between Volunteering, Neighbourhood Deprivation and Mental Wellbeing across Four British Birth Cohorts: Evidence from 10 Years of the UK Household Longitudinal Study. Int. J. Environ. Res. Public Health 2022, 19, 1531. https://doi.org/10.3390/ijerph19031531
Mak HW, Coulter R, Fancourt D. Relationships between Volunteering, Neighbourhood Deprivation and Mental Wellbeing across Four British Birth Cohorts: Evidence from 10 Years of the UK Household Longitudinal Study. International Journal of Environmental Research and Public Health. 2022; 19(3):1531. https://doi.org/10.3390/ijerph19031531
Chicago/Turabian StyleMak, Hei Wan, Rory Coulter, and Daisy Fancourt. 2022. "Relationships between Volunteering, Neighbourhood Deprivation and Mental Wellbeing across Four British Birth Cohorts: Evidence from 10 Years of the UK Household Longitudinal Study" International Journal of Environmental Research and Public Health 19, no. 3: 1531. https://doi.org/10.3390/ijerph19031531
APA StyleMak, H. W., Coulter, R., & Fancourt, D. (2022). Relationships between Volunteering, Neighbourhood Deprivation and Mental Wellbeing across Four British Birth Cohorts: Evidence from 10 Years of the UK Household Longitudinal Study. International Journal of Environmental Research and Public Health, 19(3), 1531. https://doi.org/10.3390/ijerph19031531

