| Literature DB >> 32590985 |
Paul Downward1, Simona Rasciute2, Harish Kumar3.
Abstract
BACKGROUND: An individual's financial situation is a key contributor to their overall well-being. Existing research has examined the direct economic consequences of changes in health upon out-of-pocket healthcare expenditure, participation in the labour force and potential earnings. There is also research exploring an individual's concern about their subjective financial situation regardless of the level of their income or work status on their health. In contrast, this paper conducts a causal analysis of the effects of general and mental health on an individual's subjective evaluation of their financial situation controlling for their work status and income. This is of importance because current health policy in the United Kingdom (UK) stresses the role of health as an asset which can mediate the wider flourishing of individuals. Moreover, subjective financial situation comprises a key component of well-being now being measured and sought in social welfare policy.Entities:
Keywords: Gender; General health; Mental health; Subjective financial situation
Mesh:
Year: 2020 PMID: 32590985 PMCID: PMC7318449 DOI: 10.1186/s12955-020-01456-3
Source DB: PubMed Journal: Health Qual Life Outcomes ISSN: 1477-7525 Impact factor: 3.186
Variable Descriptions and Characteristics
| GHealth | GHQ12 | ||||
|---|---|---|---|---|---|
| Variable | Description | Mean | Std dev. | Mean | Std. Dev. |
| Finnow | Subjective Financial situation (1-finding it very difficult to 5- living comfortably) | 3.882 | 0.992 | 3.884 | 0.990 |
| General Health | General Health scale (1 - very poor to 4 - Excellent) | 2.879 | 0.812 | ||
| GHQ12 | GHQ12 Likert scale (0 to 36) | 11.104 | 5.445 | ||
| Age | Age in years | 47.688 | 18.075 | 47.437 | 17.961 |
| Age0 | Aged between 16 and 29 years | 0.186 | 0.389 | 0.187 | 0.390 |
| Age1 | Aged between 30 and 64 years | 0.534 | 0.499 | 0.538 | 0.498 |
| Age2 | Aged 65 years and above | 0.280 | 0.449 | 0.274 | 0.446 |
| BHPS | Data from the BHPS survey compared to the USS | 0.513 | 0.500 | 0.531 | 0.499 |
| Sex | Gender (1 - male, 0 female) | 0.445 | 0.497 | 0.445 | 0.497 |
| Couple | Married or a couple versus other marital status (1- yes, 0- no) | 0.551 | 0.497 | 0.554 | 0.497 |
| Higher Education | Has a degree or equivalent (1- yes, 0- no) | 0.185 | 0.388 | 0.183 | 0.387 |
| Child 0–2 | Number of children aged 0 to 2 years | 0.080 | 0.294 | 0.081 | 0.294 |
| Child 3–4 | Number of children aged 3 to 4 years | 0.068 | 0.264 | 0.069 | 0.265 |
| Child 5–11 | Number of children aged 5 to 11 years | 0.250 | 0.590 | 0.252 | 0.592 |
| Child 12–15 | Number of children aged 12 to 15 years | 0.159 | 0.434 | 0.160 | 0.435 |
| Real Family Income | Real gross monthly household income (£) | 1677.714 | 1612.132 | 1676.393 | 1608.585 |
| Self employed | Self employed (1- yes, 0- no) | 0.073 | 0.261 | 0.073 | 0.260 |
| Employed | Employed full time (1- yes, 0- no) | 0.500 | 0.500 | 0.506 | 0.500 |
| Unemployed | Unemployed (1- yes, 0- no) | 0.038 | 0.191 | 0.037 | 0.190 |
| Retired | Retired (1- yes, 0- no) | 0.229 | 0.420 | 0.225 | 0.418 |
| Maternity leave | On maternity leave (1- yes, 0- no) | 0.005 | 0.069 | 0.004 | 0.069 |
| Family care | Caring for the family (1- yes, 0- no) | 0.065 | 0.246 | 0.065 | 0.246 |
| Full-time study | In full-time study (1- yes, 0- no) | 0.045 | 0.208 | 0.045 | 0.207 |
| Long-term sick | On long-term sick leave (1- yes, 0- no) | 0.037 | 0.189 | 0.036 | 0.187 |
| England | Respondent is from England (1- yes, 0- no) | 0.694 | 0.460 | 0.704 | 0.456 |
| Scotland | Respondent is from Scotland (1- yes, 0- no) | 0.122 | 0.328 | 0.125 | 0.330 |
| Wales | Respondent is from Wales (1- yes, 0- no) | 0.102 | 0.303 | 0.104 | 0.305 |
| n | 329,282 | 338,628 | |||
Instrumental Variable Fixed Effect Panel Estimates
| General Health All | General Health Male | General Health Female | GHQ12 All | GHQ12 Male | GHQ Female | |
|---|---|---|---|---|---|---|
| General Health | 0.110*** | 0.148*** | 0.0839** | |||
| (3.63) | (3.22) | (2.09) | ||||
| GHQ12 | −0.167*** | −0.168*** | −0.166*** | |||
| (−13.06) | (−10.62) | (−8.39) | ||||
| Age | 0.0197*** | 0.0185*** | 0.0209*** | 0.0239*** | 0.0228*** | 0.0248*** |
| (24.94) | (15.31) | (20.01) | (26.61) | (17.49) | (20.21) | |
| BHPS | 0.225*** | 0.194*** | 0.248*** | 0.267*** | 0.222*** | 0.300*** |
| (25.04) | (15.05) | (19.95) | (23.49) | (14.01) | (18.51) | |
| Couple | 0.0789*** | 0.0146 | 0.127*** | 0.0664*** | 0.0286* | 0.0964*** |
| (7.99) | (1.03) | (9.47) | (5.60) | (1.71) | (5.72) | |
| Higher education | −0.0498** | − 0.0390 | −0.0577** | − 0.0395* | − 0.0121 | − 0.0596* |
| (−2.34) | (−1.21) | (−2.06) | (−1.66) | (− 0.35) | (− 1.85) | |
| Child 0–2 | − 0.0607*** | − 0.0805*** | − 0.0422*** | − 0.0459*** | − 0.0637*** | −0.0297** |
| (−8.45) | (−7.90) | (− 4.19) | (− 5.13) | (−5.15) | (− 2.33) | |
| Child 3–4 | − 0.0565*** | − 0.0530*** | − 0.0545*** | −0.0504*** | − 0.0607*** | −0.0405*** |
| (− 7.78) | (−4.97) | (− 5.51) | (−5.70) | (− 4.81) | (−3.27) | |
| Child 5–11 | − 0.0185*** | − 0.0247*** | − 0.0103 | −0.0138** | − 0.00536 | −0.0174** |
| (−3.68) | (−3.43) | (− 1.49) | (− 2.37) | (− 0.63) | (− 2.16) | |
| Child 12–15 | − 0.0286*** | − 0.0342*** | −0.0218*** | − 0.00815 | −0.0161 | − 0.00132 |
| (−5.12) | (− 4.11) | (− 2.92) | (− 1.18) | (− 1.62) | (− 0.14) | |
| Real Family Income | 0.0000496*** | 0.0000457*** | 0.0000570*** | 0.0000521*** | 0.0000447*** | 0.0000644*** |
| (27.85) | (20.95) | (18.63) | (24.39) | (17.47) | (16.68) | |
| Self Employed | 0.191*** | 0.194*** | 0.187*** | 0.150*** | 0.152*** | 0.141*** |
| (7.85) | (5.10) | (5.78) | (4.88) | (3.39) | (3.26) | |
| Employed | 0.222*** | 0.236*** | 0.212*** | 0.191*** | 0.194*** | 0.189*** |
| (9.91) | (6.47) | (7.51) | (6.58) | (4.46) | (4.84) | |
| Unemployed | −0.277*** | − 0.352*** | − 0.198*** | − 0.00549 | − 0.0728 | 0.0598 |
| (−11.49) | (−9.27) | (− 6.37) | (− 0.15) | (− 1.40) | (1.09) | |
| Retired | 0.159*** | 0.165*** | 0.153*** | 0.0909*** | 0.0665 | 0.107*** |
| (6.80) | (4.38) | (5.15) | (2.97) | (1.43) | (2.63) | |
| Maternity leave | 0.224*** | 0.204*** | 0.134*** | 0.120** | ||
| (7.54) | (5.93) | (3.41) | (2.55) | |||
| Family care | 0.0710*** | −0.0351 | 0.0799*** | 0.119*** | 0.0168 | 0.137*** |
| (3.01) | (−0.65) | (2.76) | (3.84) | (0.26) | (3.34) | |
| Full-time study | 0.0670*** | 0.0822** | 0.0623* | 0.0350 | 0.0455 | 0.0344 |
| (2.60) | (2.00) | (1.90) | (1.06) | (0.93) | (0.77) | |
| Long-term sick | −0.0556* | −0.127*** | 0.00422 | 0.340*** | 0.233*** | 0.424*** |
| (−1.91) | (−2.80) | (0.11) | (7.10) | (3.62) | (5.97) | |
| Constant | 2.256*** | 2.251*** | 2.229*** | 4.208*** | 4.216*** | 4.199*** |
| (19.80) | (12.66) | (14.97) | (32.45) | (27.76) | (19.88) | |
| 329,282 | 146,714 | 182,568 | 338,628 | 150,911 | 187,717 | |
| Sargan-Hansen χ2(3) | 1.189 | 1.827 | 6.006 | 4.372 | 2.211 | 5.229 |
| F(4, 51,751) | 252.03*** | |||||
| F(4, 23,245) | 104.48*** | |||||
| F(4, 28,513) | 145.57*** | |||||
| F(4, 51,550) | 53.71*** | |||||
| F(4, 23,145) | 35.15*** | |||||
| F(4, 28,412) | 22.45*** | |||||
t statistics in parentheses *p < 0.10, **p < 0.05, ***p < 0.01
Instrumental Variable Fixed Effect Panel Estimates with Age Interactions
| General Health All | General Health Male | General Health Female | GHQ12 All | GHQ12 Male | GHQ12 Female | |
|---|---|---|---|---|---|---|
| General Health | 0.157*** | 0.191*** | 0.133*** | |||
| (4.82) | (3.81) | (3.08) | ||||
| General health*Age1 | −0.0410*** | − 0.0401*** | − 0.0416*** | |||
| (−7.69) | (−5.25) | (−5.60) | ||||
| General health*Age2 | −0.0362*** | − 0.0147 | − 0.0535*** | |||
| (−4.52) | (−1.22) | (−4.91) | ||||
| GHQ12 | −0.193*** | − 0.195*** | − 0.193*** | |||
| (−11.47) | (−9.34) | (−7.30) | ||||
| GHQ12*Age1 | 0.018*** | 0.020*** | 0.016*** | |||
| (5.03) | (4.00) | (3.30) | ||||
| GHQ12*Age2 | 0.030*** | 0.038*** | 0.026*** | |||
| (6.37) | (5.51) | (3.87) | ||||
| Age | 0.0219*** | 0.0202*** | 0.0236*** | 0.019*** | 0.018*** | 0.020*** |
| (24.12) | (14.52) | (19.54) | (19.42) | (12.72) | (14.25) | |
| BHPS | 0.228*** | 0.198*** | 0.249*** | 0.267*** | 0.221*** | 0.301*** |
| (25.20) | (15.24) | (19.92) | (22.88) | (13.70) | (17.86) | |
| Couple | 0.0939*** | 0.0328** | 0.140*** | 0.054*** | 0.014 | 0.083*** |
| (9.45) | (2.29) | (10.34) | (4.14) | (0.79) | (4.33) | |
| Higher education | −0.0422** | −0.0282 | −0.0530* | −0.043* | −0.014 | −0.063* |
| (−1.98) | (−0.88) | (−1.89) | (−1.72) | (− 0.40) | (−1.86) | |
| Child 0–2 | − 0.0518*** | −0.0717*** | − 0.0336*** | −0.057*** | − 0.078*** | −0.039*** |
| (−7.12) | (−6.92) | (−3.30) | (−6.11) | (−6.01) | (−2.95) | |
| Child 3–4 | −0.0456*** | −0.0421*** | − 0.0437*** | −0.067*** | − 0.081*** | −0.054*** |
| (−6.18) | (−3.87) | (−4.36) | (− 7.00) | (−5.87) | (−4.14) | |
| Child 5–11 | −0.00634 | −0.0146** | 0.00342 | −0.033*** | − 0.022*** | −0.039** |
| (−1.22) | (−1.97) | (0.48) | (−4.80) | (−2.45) | (−3.63) | |
| Child 12–15 | −0.0190*** | −0.0276*** | − 0.00990 | −0.023*** | − 0.027*** | −0.019* |
| (−3.37) | (− 3.30) | (−1.30) | (− 3.20) | (− 2.62) | (−1.86) | |
| Real Family Income | 0.0000508*** | 0.0000468*** | 0.0000581*** | 0.0000507*** | 0.0000429*** | 0.0000632*** |
| (28.31) | (21.34) | (18.81) | (23.33) | (16.25) | (16.12) | |
| Self Employed | 0.195*** | 0.202*** | 0.189*** | 0.150*** | 0.150*** | 0.142*** |
| (8.05) | (5.33) | (5.84) | (4.67) | (3.22) | (3.12) | |
| Employed | 0.225*** | 0.240*** | 0.214*** | 0.189*** | 0.190*** | 0.189*** |
| (10.05) | (6.62) | (7.59) | (6.23) | (4.22) | (4.58) | |
| Unemployed | −0.276*** | −0.350*** | −0.197*** | 0.021 | −0.045 | 0.088 |
| (−11.48) | (−9.24) | (−6.35) | (0.51) | (−0.81) | (1.44) | |
| Retired | 0.144*** | 0.129*** | 0.148*** | 0.070** | 0.013 | 0.103*** |
| (6.12) | (3.38) | (4.98) | (2.18) | (0.28) | (2.39) | |
| Maternity leave | 0.225*** | 0.206*** | 0.126*** | 0.113** | ||
| (7.59) | (5.99) | (3.04) | (2.25) | |||
| Family care | 0.0695*** | −0.0331 | 0.0795*** | 0.128*** | 0.027 | 0.149*** |
| (2.96) | (−0.61) | (2.75) | (3.91) | (0.40) | (3.37) | |
| Full-time study | 0.0685*** | 0.0834** | 0.0644* | 0.029 | 0.036 | 0.031 |
| (2.66) | (2.04) | (1.96) | (0.85) | (0.71) | (0.66) | |
| Long-term sick | −0.0513* | −0.123*** | 0.00871 | 0.376*** | 0.275*** | 0.461*** |
| (−1.77) | (−2.71) | (0.23) | (7.18) | (3.99) | (5.78) | |
| Constant | 2.087*** | 2.110*** | 2.046*** | 4.555*** | 4.562*** | 4.566*** |
| (17.08) | (11.02) | (12.84) | (25.85) | (22.35) | (15.55) | |
| 329,282 | 146,714 | 182,568 | 338,628 | 150,911 | 187,717 | |
| Sargan-Hansen χ2(3) | 1.323 | 1.547 | 5.456 | 4.267 | 2.047 | 5.062 |
| F(6, 51,268) | 11.12*** | |||||
| 66.73*** | ||||||
| 66.46*** | ||||||
| F(6, 22,762) | 8.27*** | |||||
| 49.63*** | ||||||
| 49.54*** | ||||||
| F(6, 27,992) | 106.4*** | |||||
| 5597.82*** | ||||||
| 2366.27*** | ||||||
| F(6, 51,550) | 59.65*** | |||||
| 3533.35*** | ||||||
| 1748.14*** | ||||||
| F(6, 23,145) | 36.74*** | |||||
| 1492.25*** | ||||||
| 654.83*** | ||||||
| F(6, 28.412) | 27.45*** | |||||
| 2073.62*** | ||||||
| 1100.02*** | ||||||
t statistics in parentheses *p < 0.10, **p < 0.05, ***p < 0.01