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