nach oben

Current Psychiatry Reports

Erschienen in:

01.11.2018 | Public Policy and Public Health (G Norquist, Section Editor)

Social Determinants of Mental Health: Where We Are and Where We Need to Go

verfasst von: Margarita Alegría, Amanda NeMoyer, Irene Falgàs Bagué, Ye Wang, Kiara Alvarez

Erschienen in: Current Psychiatry Reports | Ausgabe 11/2018

Einloggen, um Zugang zu erhalten

Abstract

Purpose of Review

The present review synthesizes recent literature on social determinants and mental health outcomes and provides recommendations for how to advance the field. We summarize current studies related to changes in the conceptualization of social determinants, how social determinants impact mental health, what we have learned from social determinant interventions, and new methods to collect, use, and analyze social determinant data.

Recent Findings

Recent research has increasingly focused on interactions between multiple social determinants, interventions to address upstream causes of mental health challenges, and use of simulation models to represent complex systems. However, methodological challenges and inconsistent findings prevent a definitive understanding of which social determinants should be addressed to improve mental health, and within what populations these interventions may be most effective.

Summary

Recent advances in strategies to collect, evaluate, and analyze social determinants suggest the potential to better appraise their impact and to implement relevant interventions.

Marmot M. Social determinants of health inequalities. Lancet. 2005;365(9464):1099–104.CrossRef

Marmot M, Bell R. Social inequalities in health: a proper concern of epidemiology. Ann Epidemiol. 2016;26(4):238–40.CrossRef

Marmot M, Friel S, Bell R, Houweling TA, Taylor S, Health CoSDo. Closing the gap in a generation: health equity through action on the social determinants of health. Lancet. 2008;372(9650):1661–9.CrossRef

Allen J, Balfour R, Bell R, Marmot M. Social determinants of mental health. Int Rev Psychiatry. 2014;26(4):392–407.CrossRef

Braveman P, Egerter S, Williams DR. The social determinants of health: coming of age. Annu Rev Public Health. 2011;32:381–98.CrossRef

Fisher M, Baum F. The social determinants of mental health: implications for research and health promotion. Aust N Z J Psychiatry. 2010;44(12):1057–63.CrossRef

Han S, Lee H-S. Social capital and depression: does household context matter? Asia Pac J Public Health. 2015;27(2):NP2008–NP18. https://doi.org/10.1177/1010539513496140.CrossRefPubMed

Reibling N, Beckfield J, Huijts T, Schmidt-Catran A, Thomson KH, Wendt C. Depressed during the depression: has the economic crisis affected mental health inequalities in Europe? Findings from the European Social Survey (2014) special module on the determinants of health. Eur J Pub Health. 2017;27(suppl_1):47–54. https://doi.org/10.1093/eurpub/ckw225.CrossRef

Brydsten A, Hammarström A, San Sebastian M. Health inequalities between employed and unemployed in northern Sweden: a decomposition analysis of social determinants for mental health. Int J Equity Health. 2018;17(1):59. https://doi.org/10.1186/s12939-018-0773-5.CrossRefPubMedPubMedCentral

10.

Salami B, Yaskina M, Hegadoren K, Diaz E, Meherali S, Rammohan A, et al. Migration and social determinants of mental health: results from the Canadian Health Measures Survey. Can J Public Health. 2017;108(4):e362–e7. https://doi.org/10.17269/cjph.108.6105.CrossRefPubMed

11.

Harrigan NM, Koh CY, Amirrudin A. Threat of deportation as proximal social determinant of mental health amongst migrant workers. J Immigr Minor Health. 2017;19(3):511–22. https://doi.org/10.1007/s10903-016-0532-x.CrossRefPubMed

12.

Muntaner C, Ng E, Prins SJ, Bones-Rocha K, Espelt A, Chung H. Social class and mental health: testing exploitation as a relational determinant of depression. Int J Health Serv. 2015;45(2):265–84. https://doi.org/10.1177/0020731414568508.CrossRefPubMedPubMedCentral

13.

Affleck W, Carmichael V, Whitley R. Men’s mental health: social determinants and implications for services. Can J Psychiatry. 2018:706743718762388. https://doi.org/10.1177/0706743718762388.CrossRef

14.

Cayuela A, Malmusi D, Lopez-Jacob MJ, Gotsens M, Ronda E. The impact of education and socioeconomic and occupational conditions on self-perceived and mental health inequalities among immigrants and native workers in Spain. J Immigr Minor Health. 2015;17(6):1906–10. https://doi.org/10.1007/s10903-015-0219-8.CrossRefPubMed

15.

Amroussia N, Gustafsson PE, Mosquera PA. Explaining mental health inequalities in Northern Sweden: a decomposition analysis. Glob Health Action. 2017;10(1):1305814. https://doi.org/10.1080/16549716.2017.1305814.CrossRefPubMedPubMedCentral

16.

Lecerof SS, Stafstrom M, Westerling R, Ostergren PO. Does social capital protect mental health among migrants in Sweden? Health Promot Int. 2016;31(3):644–52. https://doi.org/10.1093/heapro/dav048.CrossRefPubMed

17.

Katz-Wise SL, Reisner S, White Hughto J, Budge S. Self-reported changes in attractions and social determinants of mental health in transgender adults. Arch Sex Behav. 2017;46:1425–39. https://doi.org/10.1007/s10508-016-0812-5.CrossRefPubMed

18.

Katz J, Crean HF, Cerulli C, Poleshuck EL. Material hardship and mental health symptoms among a predominantly low income sample of pregnant women seeking prenatal care. Matern Child Health J. 2018;22:1360–7. https://doi.org/10.1007/s10995-018-2518-x.CrossRefPubMed

19.

Pevalin DJ, Reeves A, Baker E, Bentley R. The impact of persistent poor housing conditions on mental health: a longitudinal population-based study. Prev Med. 2017;105:304–10.CrossRef

20.

Rollings KA, Wells NM, Evans GW, Bednarz A, Yang Y. Housing and neighborhood physical quality: children’s mental health and motivation. J Environ Psychol. 2017;50:17–23.CrossRef

21.

Davison KM, Gondara L, Kaplan BJ. Food insecurity, poor diet quality, and suboptimal intakes of folate and iron are independently associated with perceived mental health in Canadian adults. Nutrients. 2017;9(3):274.CrossRef

22.

• Leung CW, Epel ES, Willett WC, Rimm EB, Laraia BA. Household food insecurity is positively associated with depression among low-income supplemental nutrition assistance program participants and income-eligible nonparticipants 1–3. J Nutr. 2014;145(3):622–7. Examined the associations between household food security and depression and whether these difffered by SNAP participation. Results revealed that overall prevalence of depression was 9.3%, ranging from 6.7% among SNAP nonparticipants. Overall, higher prevalence was observed with worsening food insecurity. CrossRef

23.

Martinez SM, Frongillo EA, Leung C, Ritchie L. o food for thought: Food insecurity is related to poor mental health and lower academic performance among students in California’s public university system. J Health Psychol. 2018:1359105318783028. https://doi.org/10.1177/1359105318783028.

24.

Benoit C, McCarthy B, Jansson M. Occupational stigma and mental health: discrimination and depression among front-line service workers. Can Public Policy. 2015;41(Supplement 2):S61–S9. https://doi.org/10.3138/cpp.2014-077.CrossRef

25.

Berger M, Sarnyai Z. “More than skin deep”: stress neurobiology and mental health consequences of racial discrimination. Stress. 2015;18(1):1–10.CrossRef

26.

Lee JH, Gamarel KE, Bryant KJ, Zaller ND, Operario D. Discrimination, mental health, and substance use disorders among sexual minority populations. LGBT Health. 2016;3(4):258–65.CrossRef

27.

Pachter LM, Caldwell CH, Jackson JS, Bernstein BA. Discrimination and mental health in a representative sample of African-American and Afro-Caribbean youth. J Racial Ethn Health Disparities. 2018;5(4):831–7.CrossRef

28.

Hynie M. The social determinants of refugee mental health in the post-migration context: a critical review. Can J Psychiatr. 2018;63(5):297–303. https://doi.org/10.1177/0706743717746666.CrossRef

29.

Wong WCW, Cheung S, Miu HYH, Chen J, Loper KA, Holroyd E. Mental health of African asylum-seekers and refugees in Hong Kong: using the social determinants of health framework. BMC Public Health. 2017;17(1):153. https://doi.org/10.1186/s12889-016-3953-5.CrossRefPubMedPubMedCentral

30.

Wallace S, Nazroo J, Becares L. Cumulative effect of racial discrimination on the mental health of ethnic minorities in the United Kingdom. Am J Public Health. 2016;106(7):1294–300. https://doi.org/10.2105/ajph.2016.303121.CrossRefPubMedPubMedCentral

31.

Khan M, Ilcisin M, Saxton K. Multifactorial discrimination as a fundamental cause of mental health inequities. Int J Equity Health. 2017;16(1):43. https://doi.org/10.1186/s12939-017-0532-z.CrossRefPubMedPubMedCentral

32.

White RMB, Liu Y, Gonzales NA, Knight GP, Tein JY. Neighborhood qualification of the association between parenting and problem behavior trajectories among Mexican-origin father-adolescent dyads. J Res Adolesc. 2016;26(4):927–46. https://doi.org/10.1111/jora.12245.CrossRefPubMedPubMedCentral

33.

Cecil CAM, Viding E, Fearon P, Glaser D, McCrory EJ. Disentangling the mental health impact of childhood abuse and neglect. Child Abuse Negl. 2017;63:106–19. https://doi.org/10.1016/j.chiabu.2016.11.024.CrossRefPubMed

34.

Mohammad ET, Shapiro ER, Wainwright LD, Carter AS. Impacts of family and community violence exposure on child coping and mental health. J Abnorm Child Psychol. 2015;43(2):203–15. https://doi.org/10.1007/s10802-014-9889-2.CrossRefPubMed

35.

Han KM, Han C, Shin C, Jee HJ, An H, Yoon HK, et al. Social capital, socioeconomic status, and depression in community-living elderly. J Psychiatr Res. 2018;98:133–40. https://doi.org/10.1016/j.jpsychires.2018.01.002.CrossRefPubMed

36.

Smyth N, Siriwardhana C, Hotopf M, Hatch SL. Social networks, social support and psychiatric symptoms: social determinants and associations within a multicultural community population. Soc Psychiatry Psychiatr Epidemiol. 2015;50(7):1111–20. https://doi.org/10.1007/s00127-014-0943-8.CrossRefPubMed

37.

Pflum S, Testa R, Balsam K, Goldblum P, Bongar B. Social support, trans community connectedness, and mental health symptoms among transgender and gender nonconforming adults. Psychol Sex Orientat Gend Divers. 2015;2:281–6. https://doi.org/10.1037/sgd0000122.CrossRef

38.

Robinson LR, Holbrook JR, Bitsko RH, Hartwig SA, Kaminski JW, Ghandour RM, et al. Differences in health care, family, and community factors associated with mental, behavioral, and developmental disorders among children aged 2–8 years in rural and urban areas—United States, 2011–2012. MMWR Surveill Summ. 2017;66(8):1–11.CrossRef

39.

Cain DN, Mirzayi C, Rendina HJ, Ventuneac A, Grov C, Parsons JT. Mediating effects of social support and internalized homonegativity on the association between population density and mental health among gay and bisexual men. LGBT Health. 2017;4(5):352–9. https://doi.org/10.1089/lgbt.2017.0002.CrossRefPubMedPubMedCentral

40.

Chen W-Y, Corvo K, Lee Y, Hahm HC. Longitudinal trajectory of adolescent exposure to community violence and depressive symptoms among adolescents and young adults: understanding the effect of mental health service usage. Community Ment Health J. 2017;53(1):39–52.CrossRef

41.

Stansfeld SA, Rothon C, Das-Munshi J, Mathews C, Adams A, Clark C, et al. Exposure to violence and mental health of adolescents: south African health and well-being study. BJPsych Open. 2017;3(5):257–64.CrossRef

42.

Chen J, Chen S. Mental health effects of perceived living environment and neighborhood safety in urbanizing China. Habitat Int. 2015;46:101–10.CrossRef

43.

Fu Q. Bringing urban governance back in: neighborhood conflicts and depression. Soc Sci Med. 2018;196:1–9.CrossRef

44.

Hatzenbuehler ML, Keyes K, Hamilton A, Uddin M, Galea S. The collateral damage of mass incarceration: risk of psychiatric morbidity among nonincarcerated residents of high-incarceration neighborhoods. Am J Public Health. 2015;105(1):138–43.CrossRef

45.

• Bor J, Venkataramani AS, Williams DR, Tsai AC. Police killings and their spillover effects on the mental health of black Americans: a population-based, quasi-experimental study. Lancet. 2018. Combined state-level data on police killings of unarmed Black Americans with national epidemiologic data to estimate the mental health impact of exposure to these killings on mental health. The authors found a mental health impact of these killings on Black Americans, but not White Americans, with the highest impact observed one to two months after exposure.;392:302–10.CrossRef

46.

Galovski TE, Peterson ZD, Beagley MC, Strasshofer DR, Held P, Fletcher TD. Exposure to violence during Ferguson protests: mental health effects for law enforcement and community members. J Trauma Stress. 2016;29(4):283–92.CrossRef

47.

Lowe SR, Sampson L, Gruebner O, Galea S. Psychological resilience after Hurricane Sandy: the influence of individual- and community-level factors on mental health after a large-scale natural disaster. PLoS One. 2015;10(5):e0125761. https://doi.org/10.1371/journal.pone.0125761.CrossRefPubMedPubMedCentral

48.

Chang T, Weiss A, Marques L, Baer L, Vogeli C, Trinh N-H, et al. Race/ethnicity and other social determinants of psychological well-being and functioning in mental health clinics. J Health Care Poor Underserved. 2014;25(3):1418–31.CrossRef

49.

Roche KM, Vaquera E, White RMB, Rivera MI. Impacts of immigration actions and news and the psychological distress of U.S. Latino parents raising adolescents. J Adolesc Health. 2018;62(5):525–31. https://doi.org/10.1016/j.jadohealth.2018.01.004.CrossRefPubMed

50.

Dreger S, Gerlinger T, Bolte G. Gender inequalities in mental wellbeing in 26 European countries: do welfare regimes matter? Eur J Pub Health. 2016;26(5):872–6. https://doi.org/10.1093/eurpub/ckw074.CrossRef

51.

Nguyen D, Goel M. Social determinants and the psychological distress of Vietnamese immigrants. Int J Cult Ment Health. 2015;8(1):22–33. https://doi.org/10.1080/17542863.2014.892518.CrossRef

52.

Corrigan PW, Morris SB, Michaels PJ, Rafacz JD, Rüsch N. Challenging the public stigma of mental illness: a meta-analysis of outcome studies. Psychiatr Serv. 2012;63(10):963–73. https://doi.org/10.1176/appi.ps.201100529.CrossRefPubMed

53.

Ljungqvist I, Topor A, Forssell H, Svensson I, Davidson L. Money and mental illness: a study of the relationship between poverty and serious psychological problems. Community Ment Health J. 2016;52(7):842–50.CrossRef

54.

Hjorth CF, Bilgrav L, Frandsen LS, Overgaard C, Torp-Pedersen C, Nielsen B, et al. Mental health and school dropout across educational levels and genders: a 4.8-year follow-up study. BMC Public Health. 2016;16:976. https://doi.org/10.1186/s12889-016-3622-8.CrossRefPubMedPubMedCentral

55.

World Health Organization. Social Determinants of Health. Switzerland; 2014.

56.

Bruffaerts R, Mortier P, Kiekens G, Auerbach RP, Cuijpers P, Demyttenaere K, et al. Mental health problems in college freshmen: prevalence and academic functioning. J Affect Disord. 2018;225:97–103.CrossRef

57.

Hale DR, Viner RM. How adolescent health influences education and employment: investigating longitudinal associations and mechanisms. J Epidemiol Community Health. 2018: jech-2017-209605;72:465–70.CrossRef

58.

Livingston JD. Mental illness-related structural stigma: the downward spiral of systemic exclusion final report. Calgary: Mental Health Commission of Canada; 2013.

59.

Copeland WE, Shanahan L, Davis M, Burns BJ, Angold A, Costello EJ. Increase in untreated cases of psychiatric disorders during the transition to adulthood. Psychiatr Serv. 2015;66(4):397–403.CrossRef

60.

Bell R, Donkin A, Marmot M. Tackling structural and social issues to reduce inequities in children’s outcomes in low-to middle-income countries. UCL Institute of Health Equity, UNICEF. 2013.

61.

• Aubry T, Goering P, Veldhuizen S, Adair CE, Bourque J, Distasio J, et al. A multiple-city RCT of housing first with assertive community treatment for homeless Canadians with serious mental illness. Psychiatr Serv. 2016;67(3):275–81. https://doi.org/10.1176/appi.ps.201400587. Combined Housing First with assertive community treatment to assist people with serious mental illnesss to exit homlessness. Demonstrated the efficacy of the Housing First participants to aquire and maintain stable housing and increase quality of life. CrossRefPubMed

62.

• Kerman N, Sylvestre J, Aubry T, Distasio J. The effects of housing stability on service use among homeless adults with mental illness in a randomized controlled trial of housing first. BMC Health Serv Res. 2018;18:190. https://doi.org/10.1186/s12913-018-3028-7. Compared mental health service use among severely mentally ill individuals who received Housing First vs. standard care. Utilized a multi-site randomized control trial to show the impact of the program in decreasing the use of inpatient psychiatric hospitals and increading the use of food banks. CrossRefPubMedPubMedCentral

63.

• Li N, Dachner N, Tarasuk V. The impact of changes in social policies on household food insecurity in British Columbia, 2005–2012. Prev Med. 2016;93:151–8. Identified trends in food insecurity by main source of income and housing tenure and determines the impact of one-time increase in social assistance on food insecurity. With social assistance, overall and moderate food insecurity declined but severe food insecurity remained unchanged. CrossRef

64.

• Bergmans RS, Berger LM, Palta M, Robert SA, Ehrenthal DB, Malecki K. Participation in the Supplemental Nutrition Assistance Program and maternal depressive symptoms: moderation by program perception. Soc Sci Med. 2018;197:1–8. Investigated the impact of change in SNAP participation status on maternal depression and on perecption of government assistance. The study indicated that individuals with positive perceptions of welfare had 0.27 times lower odds of depression when enrolled. For those with negative perceptions of welfare, SNAP enrollment was not associated with depression. CrossRef

65.

• Kuklinski MR, Fagan AA, Hawkins JD, Briney JS, Catalano RF. Benefit–cost analysis of a randomized evaluation of Communities That Care: monetizing intervention effects on the initiation of delinquency and substance use through grade 12. J Exp Criminol. 2015;11(2):165–92. Determined whether the Communities That Care (CTC) prevention system is a cost-beneficial intervention. Utilized a longitudial panel of youth participating in a randomized control trial to reveal that there was a benefit-cost ratio of $8.22 per dollar invested. CrossRef

66.

• Cabassa LJ, Manrique Y, Meyreles Q, Camacho D, Capitelli L, Younge R, et al. Bridges to better health and wellness: an adapted health care manager intervention for Hispanics with serious mental illness. Admin Pol Ment Health. 2018;45(1):163–73. Examined the feasibility, acceptibility, and initial impact of the B2BHW intervention. This culturally-adapted health care manager intervention delivered by community health workers for Hispanics with serious mental illness significantly improved the measures of patient activation, self-efficacy, quality of care, and receipt of preventative primary care. CrossRef

67.

• McEachan RRC, Prady SL, Smith G, Fairley L, Cabieses B, Gidlow C, et al. The association between green space and depressive symptoms in pregnant women: moderating roles of socioeconomic status and physical activity. J Epidemiol Community Health. 2015. https://doi.org/10.1136/jech-2015-205954. Explored the association between green space and depression in a deprived, multiethnic sample of pregnant women. Results demonstrated that pregnant women in the greener quintiles of the neighborhood were less likely to report depressive symptoms than those in the least green quintile. CrossRef

68.

• Larson LR, Jennings V, Cloutier SA. Public parks and wellbeing in urban areas of the United States. PLoS One. 2016;11(4):e0153211. Examined the influence of parks on comprehensive measures of subjective wellbeing at the city level. This study that gathered secondary data from a variety of U.S cities revealed that park quantity was among the strongest predictors of overall wellbeing. Also, the strength of park quality and accessibility were positively associated with wellbeing. CrossRef

69.

• Osborn R, Squires D, Doty MM, Sarnak DO, Schneider EC. In new survey of eleven countries, US adults still struggle with access to and affordability of health care. Health Aff. 2016;35(12):2327–36. Analyzed cross-national results of self-reported health and the prevalence of material hardship for adults, which can lead to poor mental health. Utilized data from a 2016 telephone survey from 11 countries to support the finding that US adults who reported poor emotional wellbeing were most likely to experience material hardships. Across all countries, shortfalls in patient engagement and chronic care management were reported. CrossRef

70.

• Boyd-Swan C, Herbst CM, Ifcher J, Zarghamee H. The earned income tax credit, mental health, and happiness. J Econ Behav Organ. 2016;126:18–38. Studied the impact of the Earned Income Tax Credit (EITC) on various measures of subjective wellbeing. Determined that the EITC expanision generated wellbeing improvements, decreased depression, and increased happiness and self-esteem for married women compared to unmarried women. CrossRef

71.

Modini M, Tan L, Brinchmann B, Wang MJ, Killackey E, Glozier N, et al. Supported employment for people with severe mental illness: systematic review and meta-analysis of the international evidence. Br J Psychiatry. 2016;209(1):14–22. https://doi.org/10.1192/bjp.bp.115.165092.CrossRefPubMed

72.

Drake RE, Bond GR, Goldman HH, Hogan MF, Karakus M. Individual placement and support services boost employment for people with serious mental illnesses, but funding is lacking. Health Aff. 2016;35(6):1098–105.CrossRef

73.

Butler AM, Kowalkowski M, Jones HA, Raphael JL. The relationship of reported neighborhood conditions with child mental health. Acad Pediatr. 2012;12(6):523–31. https://doi.org/10.1016/j.acap.2012.06.005.CrossRefPubMedPubMedCentral

74.

Compton MT, Shim RS. The social determinants of mental health. Focus. 2015;13(4):419–25.CrossRef

75.

Völker S, Kistemann T. Developing the urban blue: comparative health responses to blue and green urban open spaces in Germany. Health Place. 2015;35:196–205.CrossRef

76.

Frumkin H, Bratman GN, Breslow SJ, Cochran B, Kahn PH Jr, Lawler JJ, et al. Nature contact and human health: a research agenda. Environ Health Perspect. 2017;125(7):075001.CrossRef

77.

Webber M, Fendt-Newlin M. A review of social participation interventions for people with mental health problems. Soc Psychiatry Psychiatr Epidemiol. 2017;52(4):369–80. https://doi.org/10.1007/s00127-017-1372-2.CrossRefPubMedPubMedCentral

78.

Dunne T, Bishop L, Avery S, Darcy S. A review of effective youth engagement strategies for mental health and substance use interventions. J Adolesc Health. 2017;60(5):487–512.CrossRef

79.

Patel V, Weobong B, Weiss HA, Anand A, Bhat B, Katti B, et al. The Healthy Activity Program (HAP), a lay counsellor-delivered brief psychological treatment for severe depression, in primary care in India: a randomised controlled trial. Lancet. 2017;389(10065):176–85.CrossRef

80.

Bickerdike L, Booth A, Wilson PM, Farley K, Wright K. Social prescribing: less rhetoric and more reality. A systematic review of the evidence. BMJ Open. 2017;7(4):e013384.CrossRef

81.

Thomson L, Camic PM, Chatterjee H. Social prescribing: a review of community referral schemes. London: University College London; 2015.

82.

• Wahlbeck K, Cresswell-Smith J, Haaramo P, Parkkonen J. Interventions to mitigate the effects of poverty and inequality on mental health. Soc Psychiatry Psychiatr Epidemiol. 2017;52(5):505–14. https://doi.org/10.1007/s00127-017-1370-4. Reviews the evidence base for psychosocial and policy interventions aimed at addressing mental health inequalities. Concludes that effective individual- and family-level interventions have been developed and raise questions about the evidence supporting service-level and community-level interventions. CrossRefPubMed

83.

Roux AVD. Integrating social and biologic factors in health research: a systems view. Ann Epidemiol. 2007;17(7):569–74.CrossRef

84.

Speybroeck N, Van Malderen C, Harper S, Müller B, Devleesschauwer B. Simulation models for socioeconomic inequalities in health: a systematic review. Int J Environ Res Public Health. 2013;10(11):5750–80.CrossRef

85.

Scatà M, Di Stefano A, La Corte A, Liò P. Quantifying the propagation of distress and mental disorders in social networks. Sci Rep. 2018;8(1):5005.CrossRef

86.

• Cerdá M, Tracy M, Keyes KM, Galea S. To treat or to prevent?: Reducing the population burden of violence-related post-traumatic stress disorder. Epidemiology. 2015;26(5):681. Used agent-based modeling techniques to estimate rates of violence and PTSD in New York City under several prevention and intervention conditions. Results suggest that PTSD prevalence was most impacted when prevention (i.e., targeted policing) and intervention (i.e., CBT access) methods were adjusted. CrossRef

87.

Kalton A, Falconer E, Docherty J, Alevras D, Brann D, Johnson K. Multi-agent-based simulation of a complex ecosystem of mental health care. J Med Syst. 2016;40(2):39.CrossRef

88.

Silverman BG, Hanrahan N, Bharathy G, Gordon K, Johnson D. A systems approach to healthcare: agent-based modeling, community mental health, and population well-being. Artif Intell Med. 2015;63(2):61–71.CrossRef

89.

Duan N, Meng XL, Lin JY, Cn C, Alegria M. Disparities in defining disparities: statistical conceptual frameworks. Stat Med. 2008;27(20):3941–56.CrossRef

90.

• Alegria M, Drake RE, Kang H-A, Metcalfe J, Liu J, DiMarzio K, et al. Simulations test impact of education, employment, and income improvements on minority patients with mental illness. Health Aff. 2017;36(6):1024–31. Simulated the effects of programs targeting social determinants (i.e., education, employment, and income) on mental health outcomes using three large national datasets. Improving employment resulted in significantly improved mental health for non-Latino Whites, Asians, and African Americans, but not for Latinos. This study demonstrates how simulation techniques can be used to both identify effective programs and investigate potential subgroup differences in response to these programs. CrossRef

91.

Cairney J, Veldhuizen S, Vigod S, Streiner DL, Wade TJ, Kurdyak P. Exploring the social determinants of mental health service use using intersectionality theory and CART analysis. J Epidemiol Community Health. 2013. https://doi.org/10.1136/jech-2013-203120.CrossRef

92.

• Seligman B, Tuljapurkar S, Rehkopf D. Machine learning approaches to the social determinants of health in the health and retirement study. SSM Popul Health. 2018;4:95–9. Compared four machine learning methods with traditional regression to demonstrate that machine learning techniques provide better predictions and discover new social determinants of health. CrossRef

93.

Hastie T, Tibshirani R, Friedman J. Unsupervised learning. In: Hastie T, Tibshirani R, Friedman J, editors. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. New York, NY: Springer New York; 2009. p. 485–585.

94.

McConnell EA, Birkett M, Mustanski B. Families matter: social support and mental health trajectories among lesbian, gay, bisexual, and transgender youth. J Adolesc Health. 2016;59(6):674–80.CrossRef

95.

• McConnell EA, Birkett MA, Mustanski B. Typologies of social support and associations with mental health outcomes among LGBT youth. LGBT Health. 2015;2(1):55–61. Presented a new method for creating patients’ social determinant profiles. Used a machine learning clustering method to define social support clusters (i.e., family, peer, and significant other) and demonstrate positive effects of social support on mental health outcomes among LGBT youth. CrossRef

96.

Russell SJ, Norvig P. Artificial intelligence: a modern approach. Malaysia: Pearson Education Limited; 2016.

97.

Kasthurirathne SN, Vest JR, Menachemi N, Halverson PK, Grannis SJ. Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services. J Am Med Inform Assoc. 2017;25(1):47–53.CrossRef

98.

Alonso SG, de la Torre-Díez I, Hamrioui S, López-Coronado M, Barreno DC, Nozaleda LM, et al. Data mining algorithms and techniques in mental health: a systematic review. J Med Syst. 2018;42(9):161.CrossRef

99.

Institute of Medicine. Capturing social and behavioral domains and measures in electronic health records: phase 1. Washington, DC: National Academies Press; 2014.

100.

Io M. Capturing social and behavioral domains and measures in electronic health records: phase 2. Washington, DC: National Academies Press; 2014.

101.

Adler NE, Stead WW. Patients in context—EHR capture of social and behavioral determinants of health. N Engl J Med. 2015;372(8):698–701.CrossRef

102.

Gold R, Cottrell E, Bunce A, Middendorf M, Hollombe C, Cowburn S, et al. Developing electronic health record (EHR) strategies related to health center patients’ social determinants of health. J Am Board Fam Med. 2017;30(4):428–47.CrossRef

103.

Cantor MN, Thorpe L. Integrating data on social determinants of health into electronic health records. Health Aff. 2018;37(4):585–90.CrossRef

104.

Nelson K, Schwartz G, Hernandez S, Simonetti J, Curtis I, Fihn SD. The association between neighborhood environment and mortality: results from a national study of veterans. J Gen Intern Med. 2017;32(4):416–22.CrossRef

105.

Bazemore AW, Cottrell EK, Gold R, Hughes LS, Phillips RL, Angier H, et al. “Community vital signs”: incorporating geocoded social determinants into electronic records to promote patient and population health. J Am Med Inform Assoc. 2015;23(2):407–12.CrossRef

106.

Schinasi LH, Auchincloss AH, Forrest CB, Roux AVD. Using electronic health record data for environmental and place based population health research: a systematic review. Ann Epidemiol. 2018;28:493–502.CrossRef

107.

Vest JR, Grannis SJ, Haut DP, Halverson PK, Menachemi N. Using structured and unstructured data to identify patients’ need for services that address the social determinants of health. Int J Med Inform. 2017;107:101–6.CrossRef

108.

Oreskovic NM, Maniates J, Weilburg J, Choy G. Optimizing the use of electronic health records to identify high-risk psychosocial determinants of health. JMIR Med Inform. 2017;5(3):e25.CrossRef

109.

• Hollister BM, Restrepo NA, Farber-Eger E, Crawford DC, Aldrich MC, Non A, editors. Development and performance of text-mining algorithms to extract socioeconomic status from de-identified electronic health records. Pacific symposium on biocomputing 2017. 2017. World Scientific. Described an approach for extracting available socioeconomic information from free-text entries within EHR. Also discussed validity findings and performs relevant subgroup analysis.

110.

Executive Office of Health and Human Services. MassHealth Risk Adjustment Model Social Determinants of Health. 2016.

111.

MassHealth. FAQs for MassHealth’s 2017 Payment Model. 2017.

112.

Minnesota Department of Human Services. Accounting for Social Risk Factors in Minnesota Health Care Program Payments: Phase I Initial Findings. 2016.

113.

Robert Wood Johnson Foundation. Medicaid and Social Determinants of Health: adjusting payment and measuring health outcomes: Woodrow Wilson School of Public and International Affairs Princeton University. 2017.

114.

Gruebner O, Lowe SR, Sykora M, Shankardass K, Subramanian S, Galea S. A novel surveillance approach for disaster mental health. PLoS One. 2017;12(7):e0181233.CrossRef

115.

Kuehn BM. Twitter streams fuel big data approaches to health forecasting. JAMA. 2015;314(19):2010–2.CrossRef

116.

Sadilek A, Kautz HA, DiPrete L, Labus B, Portman E, Teitel, J et al. editors. Deploying nEmesis: preventing foodborne illness by data mining social media. AAAI; 2016.

117.

Adler NE, Cutler DM, Jonathan J, Galea S, Glymour M, Koh H, et al. Addressing social determinants of health and health disparities. National Academy of Medicine. 2016.

118.

McCartney G, Collins C, Mackenzie M. What (or who) causes health inequalities: theories, evidence and implications? Health Policy. 2013;113(3):221–7.CrossRef

119.

Carey G, Crammond B. Systems change for the social determinants of health. BMC Public Health. 2015;15(1):662.CrossRef

Titel: Social Determinants of Mental Health: Where We Are and Where We Need to Go
verfasst von: Margarita Alegría
Amanda NeMoyer
Irene Falgàs Bagué
Ye Wang
Kiara Alvarez
Publikationsdatum: 01.11.2018
Verlag: Springer US
Erschienen in: Current Psychiatry Reports / Ausgabe 11/2018
Print ISSN: 1523-3812
Elektronische ISSN: 1535-1645
DOI: https://doi.org/10.1007/s11920-018-0969-9

Neu im Fachgebiet Psychiatrie

18.04.2024 | Arterielle Hypertonie | Nachrichten

Update Psychiatrie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.

Newsletter bestellen

Live-Webinar: Aktuelle Leitlinien bei Herz-Kreislauf-Erkrankungen

Springer Medizin

Social Determinants of Mental Health: Where We Are and Where We Need to Go

Abstract

Purpose of Review

Recent Findings

Summary

Neu im Fachgebiet Psychiatrie

Antihypertensiva schützen auch alte Menschen noch vor Demenz

Delir kann Demenz begünstigen

Zunahme von Geschlechtsinkongruenz und -dysphorie registriert

Vitiligo: Prävalenz steigt und viele Erkrankte werden spät behandelt

Update Psychiatrie

Live-Webinar: Aktuelle Leitlinien bei Herz-Kreislauf-Erkrankungen

Springer Medizin

Abstract

Purpose of Review

Recent Findings

Summary

Bitte loggen Sie sich ein, um Zugang zu diesem Inhalt zu erhalten

Weitere Artikel der Ausgabe 11/2018

Suicide Risk and the Menstrual Cycle: a Review of Candidate RDoC Mechanisms

Sex Differences in Vulnerability to Prenatal Stress: a Review of the Recent Literature

The Impact of Psychotropic Medications on Bone Health in Youth

Autism Spectrum Disorder and Transition-Aged Youth

Posttraumatic Stress Disorder and Death From Suicide

Attention-Deficit/Hyperactivity Disorder and Transitional Aged Youth

Neu im Fachgebiet Psychiatrie

Antihypertensiva schützen auch alte Menschen noch vor Demenz

Delir kann Demenz begünstigen

Zunahme von Geschlechtsinkongruenz und -dysphorie registriert

Vitiligo: Prävalenz steigt und viele Erkrankte werden spät behandelt

Update Psychiatrie