Background
Aim of the study
Methods
Study sample
Outcomes
Socio-demographic characteristics
Self-rated health
Health-related behaviours
(Individual) social capital
Neighbourhood deprivation
Mental health and mental well-being
Statistical analysis
Results
Descriptive statistics
Characteristic | n | Percent | Mean | St. Dev. |
---|---|---|---|---|
Gender | ||||
Male | 490 | 40.5 | ||
Female | 719 | 59.5 | ||
Age, years a | 1192 | 98.6 | 50.36 | 19.94 |
Employment Status | ||||
Unemployed | 60 | 5.0 | ||
Employed/Retired/Student/Other | 1149 | 95.0 | ||
Marital Status a | ||||
Married/cohabiting | 604 | 50.0 | ||
Single/Divorced/Widowed | 603 | 49.9 | ||
Education to Degree/Diploma Level a | ||||
Yes | 396 | 32.8 | ||
No | 811 | 67.1 | ||
Housing Tenure a | ||||
Owner Occupied | 845 | 69.9 | ||
Rent/Other | 353 | 29.2 | ||
Smoking a | ||||
Ever | 594 | 49.1 | ||
Never | 613 | 50.7 | ||
Alcohol intake (frequency) a | ||||
Weekly or more | 583 | 48.2 | ||
Monthly | 266 | 22.0 | ||
Yearly | 58 | 4.8 | ||
Not in last year | 289 | 23.9 | ||
PA category a | ||||
Low level | 462 | 38.2 | ||
Medium level | 373 | 30.9 | ||
High Level | 372 | 30.8 | ||
Number of vehicles access to | ||||
0 | 301 | 24.9 | ||
1 | 555 | 45.9 | ||
2 + | 353 | 29.2 | ||
Access to bicycle a | ||||
Yes | 402 | 33.3 | ||
No | 806 | 66.7 | ||
NIMDM b | ||||
1 – most deprived | 217 | 17.9 | ||
2 | 223 | 18.4 | ||
3 | 94 | 7.8 | ||
4 | 232 | 19.2 | ||
5 – least deprived | 443 | 36.6 |
Variable | N | Sample Mean a (95 % CI) | Min-Max | Population Mean b,c | t-test unpaired p-value (two tailed) |
---|---|---|---|---|---|
Total | 1201 | 48.31 (47.74, 48.88) | 13–65 | 49.2 |
0.001
|
Gender | |||||
Male | 486 | 49.35 (48.46, 50.24) | 17–65 | 50.6 |
0.003
|
Female | 715 | 47.61 (46.87, 48.35) | 13–65 | 48.0 | 0.358 |
Age category | |||||
16–24 | 87 | 49.77 (47.63, 51.91) | 18–61 | 46.4 |
0.004
|
25–34 | 214 | 48.62 (47.23, 50.01) | 13–65 | 47.4 |
0.000
|
35–44 | 214 | 47.88 (46.56, 49.20) | 19–65 | 49.1 | 0.079 |
45–54 | 197 | 47.48 (46.02, 48.94) | 15–62 | 49.2 |
0.019
|
55–64 | 161 | 46.62 (44.92, 48.32) | 18–63 | 51.1 |
0.000
|
65–74 | 165 | 49.15 (47.70, 50.60) | 21–64 | 52.3 |
0.000
|
75 plus | 163 | 49.54 (48.16, 50.92) | 26–65 | 51.9 |
0.005
|
NIMDM 2010 | |||||
1 -most deprived | 215 | 45.61 (44.02, 47.20) | 13–65 | - | - |
2 | 221 | 47.33 (45.94, 48.72) | 15–65 | - | - |
3 | 94 | 46.84 (44.77, 48.90) | 17–62 | - | - |
4 | 232 | 48.73 (47.47, 49.99) | 15–63 | - | - |
5 - least deprived | 439 | 50.23 (49.42, 51.03) | 19–65 | - | - |
Variable | N | Sample Mean a (95 % CI) | Min-Max | Population Mean b | t-test unpaired p-value (two tailed) |
---|---|---|---|---|---|
Total | 1203 | 50.84 (50.35-51.33) | 15–70 | 50.7 | 0.664 |
Gender | |||||
Male | 486 | 51.11 (50.32-51.90) | 18–70 | 51.3 | 0.731 |
Female | 717 | 50.65 (50.02-51.28) | 15–70 | 50.3 | 0.438 |
Age category | |||||
16–24 | 87 | 52.15 (50.60-53.70) | 28–68 | 51.7 | 0.644 |
25–34 | 214 | 52.36 (51.30-53.42) | 29–70 | 50.1 |
0.003
|
35–44 | 215 | 50.51 (49.29-51.73) | 15–70 | 49.7 | 0.289 |
45–54 | 197 | 49.36 (48.09-50.63) | 21–70 | 49.5 | 0.873 |
55–64 | 162 | 49.25 (47.82-50.68) | 18–70 | 51.4 |
0.016
|
65–74 | 166 | 51.98 (50.74-53.22) | 30–69 | 52.4 | 0.631 |
75 + | 162 | 50.78 (49.42-52.14) | 19–70 | 51.2 | 0.754 |
NIMDM 2010 | |||||
1 - most deprived | 215 | 48.86 (47.51-50.21) | 15–70 | - | - |
2 | 223 | 50.68 (49.46-51.90) | 21–70 | - | - |
3 | 94 | 48.53 (46.91-50.15) | 24–69 | - | - |
4 | 232 | 50.52 (49.45-51.59) | 19–70 | - | - |
5 - least deprived | 439 | 52.56 (51.84-53.28) | 27–70 | - | - |
Individual factors and perceived community characteristics associated with mental health and mental well-being
Stratified sample | Total | NIMDM 1 | NIMDM 2 | NIMDM 3 | NIMDM 4 | NIMDM 5 | Interaction | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Independent variable | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | p value (Indep var * NIMDM) |
Constant | 21.72 (15.28, 28.16) | *** | 14.92 (−3.35, 33.19) | 12.05 (−4.24, 28.35) | 35.15 (8.40, 61.89) | * | 16.18 (−0.32, 32.67) | 31.67 (26.21, 48.08) | *** | ||||
Socio-demographic
| |||||||||||||
Gender | −0.79 (−2.00, 0.43) | −0.27 (−4.02, 3.48) | −0.85 (−3.83, 2.14) | −2.48 (−9.69, 4.74) | −1.94 (−5.52, 1.63) | −1.12 (−2.75, 0.43) | |||||||
Age | 0.11 (0.08, 0.15) | *** | 0.11 (0.04, 0.19) | ** | 0.13 (0.03, 0.22) | * | 0.12 (0.04, 0.19) | * | 0.08 (0.02, 0.15) | * | 0.14 (0.06, 0.16) | *** | |
Married/Cohabiting | 1.208 (0.09, 2.07) | * | −1.07 (−4.04, 1.90) | 1.63 (−0.88, 4.14) | −2.38 (−9.60, 4.83) | 2.47 (−0.01, 4.95) | 1.27 (−1.09, 2.27) | ||||||
Accommodation-Own | −0.28 (−1.59, 1.02) | −0.66 (−3.37, 2.05) | −0.25 (−3.16, 2.65) | 0.62 (−2.36, 3.60) | 0.59 (−0.99, 2.17) | −1.08 (−2.94, 2.87) | |||||||
Education to Degree Level | −0.28 (−1.54, 0.97) | 4.12 (0.93, 7.31) | * | 2.07 (−4.56, 0.41) | −2.74 (−5.04, −0.43) | * | 1.60 (−1.35, 4.54) | −1.45 (−2.59, 0.60) | ** | ||||
Unemployed | −2.38 (−5.79, 1.04) | −3.10 (−11.38, 5.12) | −2.20 (−8.74, 4.34) | 7.44 (−4.91, 19.79) | 2.11 (−6.68, 10.90) | −6.22 (−9.29, 1.81) | |||||||
Bicycle access | 0.46 (−0.81, 1.73) | 1.78 (−3.14, 6.71) | 0.25 (−4.22, 4.71) | −0.60 (−5.14, 3.95) | 1.96 (−0.56, 4.49) | −0.27 (−0.02, 0.02) | |||||||
No. Vehicles | 0.72 (−0.06, 1.49) | 0.77 (−1.9,3.15) | −0.21 (−2.32, 1.91) | 0.12 (−3.51, 3.76) | 0.82 (−0.25, 1.90) | 0.88 (−0.32, 2.01) | |||||||
Income | 0.08 (−0.27, 0.43) | −0.12 (−1.62, 1.38) | 0.94 (0.32, 1.56) | ** | 0.85 (−0.53, 2.24) | −0.31 (−1.06, 0.45) | 0.14 (−0.47, 0.75) | ** | |||||
Self-Rated Health
| |||||||||||||
EQ-VAS | 0.16 (0.12, 0.21) | *** | 0.25 (0.11, 0.38) | ** | 0.22 (0.15, 0.29) | *** | 0.12 (−0.08, 0.32) | 0.14 (0.06, 0.21) | ** | 0.10 (0.04, 0.15) | * | *** | |
EQ-5D-3 L | 13.09 (10.04, 16.14) | *** | 13.39 (7.77, 19.02) | *** | 8.27 (−0.47, 17.01) | 7.74 (−3.57, 19.04) | 14.56 (9.29, 19.83) | *** | 13.27 (8.44, 16.88) | *** | |||
Health Related Behaviours
| |||||||||||||
Never smoked | −0.44 (−1.51, 0.63) | −0.38 (−4.66, 3.91) | −1.33 (−3.42, 0.75) | −2.76 (−9.02, 3.50) | 1.33 (−1.07, 3.74) | −0.75 (−1.78, 1.51) | |||||||
Alcohol | 0.03 (−0.26, 0.33) | −0.06 (−1.08, 0.96) | 0.71 (−0.07, 1.49) | −0.52 (−2.32, 1.29) | −0.30 (−0.81, 0.22) | −0.02 (−0.39, 0.44) | |||||||
Social Capital
| |||||||||||||
Local Area Satisfaction | −0.75 (−1.48, −0.02) | * | −0.68 (−2.64, 1.28) | 0.10 (−1.21, 1.40) | −2.62 (−6.78, 1.53) | −0.66 (−1.78, 0.46) | −1.40 (−2.79, −0.09) | ||||||
Local Area Problems | −0.05 (−0.17, 0.07) | −0.14 (−0.41, 0.12) | 0.13 (−0.06, 0.32) | −0.01 (−0.57, 0.54) | 0.10 (−0.31, 0.51) | −0.12 (−0.42, 0.08) | |||||||
‘Social connections’ | −0.08 (−0.31, 0.16) | 0.28 (−0.14, 0.70) | −0.22 (−0.67, 0.24) | 0.40 (−1.20, 1.99) | 0.01 (−0.49, 0.50) | −0.34 (−0.69, −0.01) | |||||||
Trust | −0.07 (−0.77, 0.63) | 0.34 (−2.05, 2.72) | −0.64 (−1.86, 0.58) | −1.36 (−5.65, 2.94) | 1.28 (0.03, 2.53) | * | −0.62 (−1.57, 0.38) | ||||||
Civic Participation | 0.53 (−0.64, 1.70) | 0.00 (−4.13, 4.13) | −0.53 (−3.68, 2.61) | −1.43 (−5.16, 2.30) | 0.41 (−2.05, 2.88) | 1.45 (−0.78, 2.41) | |||||||
Social Participation | 0.15 (−0.76, 1.06) | −0.57 (−3.64, 2.50) | 1.14 (−1.17, 3.45) | −2.79 (−6.57, 0.99) | 0.17 (−2.64, 2.99) | 0.58 (−0.92, 2.25) |
Stratified sample | Total | NIMDM 1 | NIMDM 2 | NIMDM 3 | NIMDM 4 | NIMDM 5 | Interaction | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Independent variable | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | Ba (95 % CI) | pb | p value (Indep var * NIMDM) |
Constant | 40.08 (34.64, 45.51) | *** | 41.77 (25.68, 57.87) | *** | 35.39 (23.68, 47.10) | *** | 36.22 (14.94, 57.51) | ** | 42.89 (23.50, 62.27) | *** | 38.62 (28.26, 48.97) | *** | |
Socio-demographic
| |||||||||||||
Gender | −0.14 (−1.13,0.85) | −0.93 (−4.55, 2.69) | −1.40 (−4.01, 1.22) | 0.56 (−4.57, 5.68) | −0.35 (−2.30, 1.61) | −0.09 (−1.84, 1.08) | |||||||
Age | 0.05 (0.01, 0.08) | ** | 0.13 (0.03, 0.24) | * | 0.06 (−0.03, 0.16) | −0.04 (−0.17, 0.09) | 0.01 (−0.09, 0.09) | 0.05 (−0.01, 0.08) | |||||
Married/ Cohabiting | 1.40 (0.28, 2.52) | * | 1.58 (−2.12, 5.27) | 1.49 (−0.69, 3.67) | 3.27 (−4.33, 10.86) | 3.09 (−0.82, 6.99) | 0.47 (−1.48, 1.61) | ||||||
Accommodation-Own | −1.01 (−2.23, 0.21) | −1.05 (−3.82, 1.73) | −1.65 (−4.49, 1.20) | −1.37 (−3.79 1.06) | −1.81 (−4.36, 0.74) | 0.26 (−3.25, 2.09) | |||||||
Education to Degree Level | 1.48 (0.45, 2.51) | ** | 3.32 (−0.93, 7.58) | 0.83 (−2.79, 4.45) | 3.13 (−1.98, 8.24) | 1.51 (0.13, 2.90) | * | 1.29 (−0.33, 2.61) | |||||
Unemployed | −3.68 (−5.81, −1.55) | *** | −3.64 (−8.30, 1.02) | −4.90 (−8.81, −0.99) | * | −1.54 (−9.14, 6.06) | 1.35 (−6.44, 9.14) | −6.43 (−9.53, 0.66) | ** | ||||
Bicycle access | −0.60 (−1.75, 0.55) | −1.41 (−4.27, 1.45) | −1.74 (−6.44, 2.96) | −1.03 (−7.99, 5.93) | 1.23 (−0.89, 3.35) | 0.08 (−0.02, 0.01) | ** | ||||||
No. Vehicles | −0.03 (−0.62, 0.56) | 1.03 (−1.09, 3.15) | 0.06 (−1.69, 1.81) | −1.45 (−4.14, 1.23) | −0.76 (−1.81, 0.30) | 0.14 (−0.72, 1.42) | |||||||
Income | −0.04 (−0.32, 0.23) | −0.24 (−1.27, 0.79) | 0.24 (−0.40, 0.87) | −0.39 (−1.39, 0.61) | −0.20 (−0.94, 0.53) | 0.05 (-0.42, 0.52) | |||||||
Self-Rated Health
| |||||||||||||
EQ-VAS | 0.14 (0.10, 0.17) | *** | 0.18 (0.08, 0.27) | ** | 0.16 (0.09, 0.22) | *** | 0.17 (−0.08, 0.42) | 0.10 (0.02, 0.17) | * | 0.10 (0.06, 0.15) | *** | * | |
EQ-5D-3 L | 6.19 (3.34, 9.03) | *** | 4.41 (0.23, 8.59) | * | 5.95 (−1.68, 13.58) | 7.90 (−4.25, 20.06) | 8.67 (0.04, 17.31) | * | 4.22 (−1.23, 6.53) | ||||
Health Related Behaviours
| |||||||||||||
Never smoked | 056 (−0.64, 1.75) | 0.36 (−3.16, 3.87) | −1.86 (−4.69, 0.97) | 0.31 (−2.46, 3.08) | 1.82 (−1.00, 4.63) | 1.64 (0.09, 3.11) | |||||||
Alcohol | 0.20 (−0.03, 0.43) | 0.07 (−0.64, 0.78) | 0.46 (−0.14,1.07) | −0.24 (−0.90, 0.42) | 0.11 (−0.45, 0.68) | 0.06 (−0.33, 0.44) | |||||||
Social Capital
| |||||||||||||
Local Area Satisfaction | −1.06 (−1.65, −0.47) | *** | −0.73 (−2.81,1.06) | −0.78 (−2.01, 0.44) | −0.96 (−4.75, 2.84) | −1.75 (−2.95, −0.56) | ** | −1.39 (−3.06, −0.57) | * | ||||
Local Area Problems | −0.07 (−0.22, 0.08) | −0.24 (−0.64, 0.16) | 0.13 (−0.23, 0.49) | 0.18 (−0.49, 0.86) | −0.08 (−0.58, 0.42) | 0.10 (−0.16, 0.30) | |||||||
‘Social connections’ | −0.37 (−0.60, −0.14) | ** | −0.42 (−1.09, 0.25) | −0.4958 (−1.02, −0.04) | −0.28 (−1.37, 0.82) | −0.10 (−0.48, 0.28) | −0.52 (−0.94, −0.32) | * | |||||
Trust | −0.12 (−0.70, 0.45) | −0.17 (−1.32, 0.99) | 0.17 (−0.95, 1.30) | −0.11 (−3.31, 3.09) | −0.04 (−1.95, 1.87) | −0.09 (−1.15, 0.65) | |||||||
Civic Participation | −0.53 (−1.49, 0.43) | −2.50 (−4.98, −0.03) | * | −1.59 (−4.61, 1.43) | −2.94 (−7.14, 0.26) | −1.19 (−3.51, 1.13) | 0.60 (−0.83, 2.10) | ** | |||||
Social Participation | −0.92 (−1.85, 0.02) | −0.72 (−3.69, 2.25) | −0.88 (−3.29, 1.52) | −2.52 (−6.61, 1.56) | −2.08 (−5.12, 0.95) | −0.12 (−1.89, 1.02) |
Total sample
NIMDM strata
Discussion
mechanisms by which to promote mental health through developing theoretical and empirically sound complex interventions are beginning to appear in the literature [47]. Nonetheless, as summarised in the 2009 WHO report ‘Mental health, resilience and inequalities’,“Mental health promotion does have a role in preventing mental health problems, notably anxiety, depression, drug and alcohol dependence and suicide. But mental health promotion also has a wider range of health and social benefits. These include improved physical health, increased emotional resilience, greater social inclusion and participation and higher productivity.” [4, pg28]
so it is a challenge to everyone, not just those involved with interventions, to make an impact on mental health.“While there is much that can be done to improve mental health, doing so will depend less on specific interventions, valuable as these may be, and more on a policy sea change, in which policy makers across all sectors think in terms of ‘mental health impact’.” [20, pg 4],