| Literature DB >> 33047616 |
Dorota Weziak-Bialowolska1,2, Piotr Bialowolski1, Tyler J VanderWeele3,2, Eileen McNeely1.
Abstract
PURPOSE: We examined the impact of an orientation to promote good-one aspect of strengths of character, understood as having consistent thoughts and taking actions that contribute to the good of oneself and others-on flourishing outcomes.Entities:
Keywords: character strength; flourishing; health; orientation to promote good; well-being
Year: 2020 PMID: 33047616 PMCID: PMC8010894 DOI: 10.1177/0890117120964083
Source DB: PubMed Journal: Am J Health Promot ISSN: 0890-1171
Participant Characteristics at Study Baseline.
| Characteristic | Primary analysis (U.S. office employees; N = 1,209) | Secondary analysis (Mexican apparel workers; N = 495) |
|---|---|---|
| Gender (women), % | 84.33 | 45.25 |
| Age—mean (SD) | 43.85 (10.4) | 34.95 (10.1) |
| Age, % | ||
| 18-24 | 3.12 | 18.79 |
| 25-34 | 17.73 | 28.28 |
| 35-44 | 30.50 | 35.96 |
| 45 and older | 48.65 | 16.97 |
| Race | ||
| White | 75.21 | – |
| Black or African American | 11.37 | – |
| Hispanic/Latino | 6.07 | 100.0 |
| Other | 7.35 | – |
| Marital status (married), % | 61.83 | 60.46 |
| Education (at least high school), % | 100.0 | 31.78 |
| Having children under the age of 18 currently living in the household, % | 47.85 | 68.57 |
| Being a primary caregiver for a parent or an elderly currently living in the household, % | 28.49 | 47.48 |
| Job tenure, % | ||
| Up to 1 year | – | 3.03 |
| More than 1 year and up to 5 years | – | 34.75 |
| More than 5 years | – | 62.22 |
Associations Between an Orientation to Do Good and Subsequent Health and Well-Being.
| Health and well-being outcomes | Primary analysisc (U.S. office employees; N = 1,209) | Secondary analysisc (Mexican apparel workers; N = 495) | Inverse variance weighted meta-analytic combined estimate (N = 1,705) |
|---|---|---|---|
| β b 95% CI | β b 95% CI | β b 95% CI | |
| Emotional well-being | |||
| Life satisfaction and happiness a, FI, WBA | 0.148*** (0.096-0.200) | 0.107* (0.006-0.209) | 0.139*** (0.093-0.186) |
| In general, how would you rate your mental health? FI, WBA | 0.096*** (0.046-0.146) | 0.144** (0.050-0.238) | 0.107*** (0.062-0.151) |
| Are you depressed? (r) WBA | -0.065* (-0.114 - -0.015) | n/a | -0.069**† |
| Number of days in the last 30 days during which you felt sad or depressed (r) CDC-HRQOL | n/a | -0.086 (-0.195-0.023) | (-0.114 - -0.024) |
| Do you have anxiety that keeps you from doing the things in life that you need to do? (r) WBA | -0.127*** (-0.184 - -0.070) | n/a | -0.111*** |
| Number of days in the last 30 days during which you felt worried, tense or anxious (r) CDC-HRQOL | n/a | -0.064 (-0.168-0.040) | (-0.165 - -0.058) |
| How often do you feel lonely? (r) WBA | -0.086*** (-0.135 - -0.036) | n/a | n/a |
| Physical well-being | |||
| In general, how would you rate your physical health? FI, WBA | 0.080** (0.032-0.128) | 0.077 (-0.018-0.172) | 0.079*** (0.037-0.122) |
| I have no major illnesses or injuries WBA | 0.070** (0.022-0.118) | n/a | n/a |
| I do not routinely get sick WBA | 0.046 (-0.004-0.091) | n/a | n/a |
| My health does not prevent me from doing what I would like WBA | 0.055* (0.005-0.104) | n/a | n/a |
| My pain makes it hard for me to do my usual activities (r) WBA | -0.060* (-0.110 - -0.010) | n/a | n/a |
| Over the past 7 days, I have felt physically well WBA | 0.079** (0.023-0.135) | n/a | n/a |
| Affective well-being while-at-work | |||
| How did you feel at work yesterday (or the last day you worked)? (0 = Never, 1 = Occasionally, 2 = Frequently, 3 = Always) JRAWBS | |||
|
| n/a | 0.144** (0.044-0.244) | n/a |
|
| n/a | 0.0374 (-0.067-0.141) | n/a |
|
| n/a | 0.0991 (-0.011-0.209) | n/a |
|
| n/a | 0.063 (-0.044-0.169) | n/a |
|
| n/a | -0.148** (-0.248 - -0.048) | n/a |
|
| n/a | -0.084 (-0.191-0.023) | n/a |
|
| n/a | -0.142** (-0.250 - -0.035) | n/a |
|
| n/a | -0.149** (-0.261 - -0.036) | n/a |
| Purpose in life a, FI, WBA | 0.059* (0.009-0.109) | 0.102* (0.004-0.200) | 0.068**† (0.023-0.112) |
| Social connectedness a, FI, WBA | 0.099*** (0.049-0.150) | 0.112* (0.012-0.211) | 0.102*** (0.056-0.147) |
***p < 0.001, **p < 0.01, *p < 0.05, †p < p-value cutoff for Bonferroni correction. The p-value cutoff for Bonferroni correction = 0.05/13 outcomes = 0.0038 for the primary analysis; the p-value cut-off for Bonferroni correction = 0.05/15 outcomes = 0.00333 for the secondary analysis. All questions and composites are measured on a 11-point response scale (0-10) with the orientation the higher, the better, unless indicated otherwise; (r) indicates negative orientation. CI is confidence interval; n/a—outcome not available; FI = Flourishing Index; WBA = Well-Being Assessment; CDC-HRQOL = CDC Health-Related Quality of Life; JRAWBS = Job-Related Affective Well-Being Scale.
a Purpose in life composite comprises 2 items: “I understand my purpose in life” and “Overall, to what extent do you feel the things you do in your life are worthwhile?” Life satisfaction and happiness composite comprises 2 items: “Overall, how satisfied are you with life as a whole these days?” and “On average, how happy do you usually feel?” Social connectedness composite comprises 2 items: “My relationships are as satisfying as I would want them to be” and “I am content with my friendships and relationships.”
b All outcomes were standardized and β was the standardized effect size.
c We controlled for demographics (gender, age, education, race [only primary analysis], marital status, having children at home, taking care of an elder, BMI [only secondary analysis], and home ownership [only primary analysis]), as well as lifestyle (in the primary analysis: voting on the last elections, religious service attendance, spirituality practices, volunteering and community service; in the secondary analysis: smoking and drinking) and social capital of a community where respondent lives (only secondary analysis). These variables were controlled for in the first wave.
E-values for Effect Measures and for CI Limits—For Associations Between an Orientation to Promote Good and Subsequent Health and Well-Being.
| Primary analysis (U.S. office employees; N = 1,209) | Secondary analysis (Mexican apparel workers; N = 495) | Inverse variance weighted meta-analytic combined estimate (N = 1,705) | ||||
|---|---|---|---|---|---|---|
| for effect estimate | for CI limit | for effect estimate | for CI limit | for effect estimate | for CI limit | |
| Emotional well-being | ||||||
| Life satisfaction and happiness | 1.55 | 1.41 | 1.44 | 1.08 | 1.53 | 1.40 |
| In general, how would you rate your mental health? | 1.41 | 1.26 | 1.54 | 1.27 | 1.44 | 1.31 |
| Are you depressed? (r) | 1.31 | 1.13 | n/a | n/a | 1.33 | 1.17 |
| Number of days in the last 30 days during which you felt sad or depressed (r) | n/a | n/a | 1.38 | 1.00 | ||
| Do you have anxiety that keeps you from doing the things in life that you need to do? (r) | 1.49 | 1.33 | n/a | n/a | 1.45 | 1.29 |
| Number of days in the last 30 days during which you felt worried, tense or anxious (r) | n/a | n/a | 1.31 | 1.00 | ||
| How often do you feel lonely? (r) | 1.38 | 1.22 | n/a | n/a | n/a | n/a |
| Physical well-being | ||||||
| In general, how would you rate your physical health? | 1.36 | 1.21 | 1.35 | 1.00 | 1.36 | 1.22 |
| I have no major illnesses or injuries | 1.33 | 1.16 | n/a | n/a | n/a | n/a |
| I do not routinely get sick | 1.25 | 1.00 | n/a | n/a | n/a | n/a |
| My health does not prevent me from doing what I would like | 1.28 | 1.08 | n/a | n/a | n/a | n/a |
| My pain makes it hard for me to do my usual activities (r) | 1.30 | 1.11 | n/a | n/a | n/a | n/a |
| Over the past 7 days, I have felt physically well | 1.36 | 1.17 | n/a | n/a | n/a | n/a |
| Affective well-being while-at-work | ||||||
| How did you feel at work yesterday (or the last day you worked)? (0 = Never, 1 = Occasionally, 2 = Frequently, 3 = Always) | ||||||
| Happy | n/a | n/a | 1.54 | 1.25 | n/a | n/a |
| Energetic | n/a | n/a | 1.22 | 1.00 | n/a | n/a |
| Close to people | n/a | n/a | 1.42 | 1.00 | n/a | n/a |
| Trustful | n/a | n/a | 1.31 | 1.00 | n/a | n/a |
| Sad (r) | n/a | n/a | 1.55 | 1.26 | n/a | n/a |
| Depressed (r) | n/a | n/a | 1.37 | 1.00 | n/a | n/a |
| Stressed (r) | n/a | n/a | 1.53 | 1.22 | n/a | n/a |
| Lonely (r) | n/a | n/a | 1.55 | 1.22 | n/a | n/a |
| Purpose in life | 1.30 | 1.10 | 1.42 | 1.06 | 1.32 | 1.17 |
| Social connectedness | 1.42 | 1.26 | 1.45 | 1.12 | 1.42 | 1.29 |
CI—95% confidence interval; n/a—outcome not available.
The E-values for effect estimates are the minimum strength of association on the risk ratio scale that an unmeasured confounder would need to have with both the exposure and the outcome to fully explain away the observed association between the exposure and outcome, conditional on the measured covariates. For example, in the primary analysis an unmeasured confounder would need to be associated with an orientation to promote good and life satisfaction and happiness by risk ratios of 1.55 each, above and beyond the measured covariates, to fully explain away the observed association between the 2 variables.
The E-values for the limit of the 95% confidence interval (CI) closest to the null denote the minimum strength of association on the risk ratio scale that an unmeasured confounder would need to have with both the exposure and the outcome to shift the confidence interval to include the null value, conditional on the measured covariates. For example, in the primary analysis an unmeasured confounder would need to be associated with both an orientation to promote good and life satisfaction and happiness by 1.41-fold each, above and beyond the measured covariates, to shift the upper limit of the confidence interval to include the null value for the association between 2 variables.