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Erschienen in: Social Psychiatry and Psychiatric Epidemiology 6/2014

01.06.2014 | Original Paper

Translating multilevel theory into multilevel research: challenges and opportunities for understanding the social determinants of psychiatric disorders

verfasst von: Erin C. Dunn, Katherine E. Masyn, Monica Yudron, Stephanie M. Jones, S. V. Subramanian

Erschienen in: Social Psychiatry and Psychiatric Epidemiology | Ausgabe 6/2014

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Abstract

Introduction

The observation that features of the social environment, including family, school, and neighborhood characteristics, are associated with individual-level outcomes has spurred the development of dozens of multilevel or ecological theoretical frameworks in epidemiology, public health, psychology, and sociology, among other disciplines. Despite the widespread use of such theories in etiological, intervention, and policy studies, challenges remain in bridging multilevel theory and empirical research.

Methods

This paper set out to synthesize these challenges and provide specific examples of methodological and analytical strategies researchers are using to gain a more nuanced understanding of the social determinants of psychiatric disorders, with a focus on children’s mental health. To accomplish this goal, we begin by describing multilevel theories, defining their core elements, and discussing what these theories suggest is needed in empirical work. In the second part, we outline the main challenges researchers face in translating multilevel theory into research. These challenges are presented for each stage of the research process. In the third section, we describe two methods being used as alternatives to traditional multilevel modeling techniques to better bridge multilevel theory and multilevel research. These are (1) multilevel factor analysis and multilevel structural equation modeling; and (2) dynamic systems approaches.

Conclusions

Through its review of multilevel theory, assessment of existing strategies, and examination of emerging methodologies, this paper offers a framework to evaluate and guide empirical studies on the social determinants of child psychiatric disorders as well as health across the life course.
Literatur
1.
Zurück zum Zitat Sigerist HE (1961) A history of medicine, vol II. Early greek, hindu, and persian medicine. Oxford University Press, New York Sigerist HE (1961) A history of medicine, vol II. Early greek, hindu, and persian medicine. Oxford University Press, New York
2.
Zurück zum Zitat Villerme LR (1988) A description of the physical and moral state of workers employed in cotton, wool, and silk mills. In: Buck C et al (eds) The challenge of epidemiology: issues and selected readings. PAHO/WHO, Washington, DC, pp 33–36 Villerme LR (1988) A description of the physical and moral state of workers employed in cotton, wool, and silk mills. In: Buck C et al (eds) The challenge of epidemiology: issues and selected readings. PAHO/WHO, Washington, DC, pp 33–36
3.
Zurück zum Zitat Engels F (1958) The condition of the working class in england. Stanford University Press, Stanford (Transl: OW Henderson, WH Chalones, 1848) Engels F (1958) The condition of the working class in england. Stanford University Press, Stanford (Transl: OW Henderson, WH Chalones, 1848)
4.
Zurück zum Zitat Virchow L (1988) Report on the typhus epidemic in upper silesia. In: Rather LJ (ed) Rudolf Virchow: collected essays on public health and epidemiology. Science History Publications, Canton, pp 205–319 Virchow L (1988) Report on the typhus epidemic in upper silesia. In: Rather LJ (ed) Rudolf Virchow: collected essays on public health and epidemiology. Science History Publications, Canton, pp 205–319
5.
Zurück zum Zitat Cassel J (1976) The contribution of the social environment to host resistance. Am J Epidemiol 104:107–123PubMed Cassel J (1976) The contribution of the social environment to host resistance. Am J Epidemiol 104:107–123PubMed
6.
Zurück zum Zitat Doyal L (1979) The political economy of health. Pluto Press, London Doyal L (1979) The political economy of health. Pluto Press, London
7.
Zurück zum Zitat Krieger N (2001) Theories for social epidemiology in the 21st century: an ecosocial perspective. Int J Epidemiol 30:668–677PubMedCrossRef Krieger N (2001) Theories for social epidemiology in the 21st century: an ecosocial perspective. Int J Epidemiol 30:668–677PubMedCrossRef
8.
Zurück zum Zitat Stokols D (1996) Translating social ecological theory into guidelines for community health promotion. Am J Health Promot 10:282–298PubMedCrossRef Stokols D (1996) Translating social ecological theory into guidelines for community health promotion. Am J Health Promot 10:282–298PubMedCrossRef
9.
Zurück zum Zitat Dahlgren G, Whitehead M (1991) Policies and strategies to promote social equity in health: Background document to WHO—Strategy paper for Europe. Institute for Futures Studies, Stockholm Dahlgren G, Whitehead M (1991) Policies and strategies to promote social equity in health: Background document to WHO—Strategy paper for Europe. Institute for Futures Studies, Stockholm
10.
Zurück zum Zitat Bandura A (1986) Social foundations of thought and action: a social cognitive theory. Prentice-Hall Inc, Englewood Cliffs Bandura A (1986) Social foundations of thought and action: a social cognitive theory. Prentice-Hall Inc, Englewood Cliffs
11.
Zurück zum Zitat Sameroff A, Chandler R (1975) Reproductive risk and the continuum of caretaking casualty. In: Horowitz FD (ed) Editor review of child development research. University of Chicago Press, Chicago, pp 187–244 Sameroff A, Chandler R (1975) Reproductive risk and the continuum of caretaking casualty. In: Horowitz FD (ed) Editor review of child development research. University of Chicago Press, Chicago, pp 187–244
12.
Zurück zum Zitat Sameroff A (2010) A unified theory of development: dialectic integration of nature and nurture. Child Dev 81(1):6–22PubMedCrossRef Sameroff A (2010) A unified theory of development: dialectic integration of nature and nurture. Child Dev 81(1):6–22PubMedCrossRef
13.
Zurück zum Zitat Bronfenbrenner U (1979) The ecology of human development. Harvard University Press, Cambridge Bronfenbrenner U (1979) The ecology of human development. Harvard University Press, Cambridge
14.
Zurück zum Zitat Bronfenbrenner U, Morris PA (2006) The bioecological model of human development. In: Lerner RM (ed) Handbook of child psychology. Wiley, Hoboken, pp 793–828 Bronfenbrenner U, Morris PA (2006) The bioecological model of human development. In: Lerner RM (ed) Handbook of child psychology. Wiley, Hoboken, pp 793–828
15.
Zurück zum Zitat Tseng V, Seidman E (2007) A systems framework for understanding social settings. Am J Community Psychol 28:217–228CrossRef Tseng V, Seidman E (2007) A systems framework for understanding social settings. Am J Community Psychol 28:217–228CrossRef
16.
Zurück zum Zitat Goodman E et al (2007) Perceived socioeconomic status: a new type of identity that influences adolescents’ self-rated health. J Adolesc Health 41:479–487PubMedCentralPubMedCrossRef Goodman E et al (2007) Perceived socioeconomic status: a new type of identity that influences adolescents’ self-rated health. J Adolesc Health 41:479–487PubMedCentralPubMedCrossRef
17.
Zurück zum Zitat Caspi A et al (2010) Genetic sensitivity to the environment: the case of the serotonin transporter gene and its implications for studying complex diseases and traits. Am J Psychiatry 167(5):1–19CrossRef Caspi A et al (2010) Genetic sensitivity to the environment: the case of the serotonin transporter gene and its implications for studying complex diseases and traits. Am J Psychiatry 167(5):1–19CrossRef
18.
Zurück zum Zitat Dunn EC et al (2011) Gene–environment interaction (GxE) research in youth depression: a systematic review with recommendations for future research. J Child Psychol Psychiatry 52(12):1223–1238PubMedCentralPubMedCrossRef Dunn EC et al (2011) Gene–environment interaction (GxE) research in youth depression: a systematic review with recommendations for future research. J Child Psychol Psychiatry 52(12):1223–1238PubMedCentralPubMedCrossRef
19.
Zurück zum Zitat Boyce WT, Ellis BJ (2005) Biological sensitivity to context: i. An evolutionary-developmental theory of the origins and functions of stress reactivity. Dev Psychopathol 17:271–301PubMedCrossRef Boyce WT, Ellis BJ (2005) Biological sensitivity to context: i. An evolutionary-developmental theory of the origins and functions of stress reactivity. Dev Psychopathol 17:271–301PubMedCrossRef
20.
Zurück zum Zitat McLaughlin KA et al (2010) Developmental origins of emotional reactivity to stress and life course associations with mood and anxiety disorders. Depression Anxiety 27:1087–1094PubMedCentralPubMedCrossRef McLaughlin KA et al (2010) Developmental origins of emotional reactivity to stress and life course associations with mood and anxiety disorders. Depression Anxiety 27:1087–1094PubMedCentralPubMedCrossRef
21.
Zurück zum Zitat Luthar SS, Sawyer JA, Brown PJ (2006) Conceptual issues in studies of resilience: past, present, and future research. Ann N Y Acad Sci 1094:105–115PubMedCentralPubMedCrossRef Luthar SS, Sawyer JA, Brown PJ (2006) Conceptual issues in studies of resilience: past, present, and future research. Ann N Y Acad Sci 1094:105–115PubMedCentralPubMedCrossRef
23.
Zurück zum Zitat Kendler KS, Baker JH (2007) Genetic influences on measures of the environment: a systematic review. Psychol Med 37:615–626PubMedCrossRef Kendler KS, Baker JH (2007) Genetic influences on measures of the environment: a systematic review. Psychol Med 37:615–626PubMedCrossRef
24.
Zurück zum Zitat Rutter M et al (2001) Testing hypotheses on specific environmental causal effects on behavior. Psychol Bull 127:291–324PubMedCrossRef Rutter M et al (2001) Testing hypotheses on specific environmental causal effects on behavior. Psychol Bull 127:291–324PubMedCrossRef
25.
Zurück zum Zitat Scarr S, McCartney K (1983) How people make their own environments: a theory of genotype-environment effects. Child Dev 54:424–435PubMed Scarr S, McCartney K (1983) How people make their own environments: a theory of genotype-environment effects. Child Dev 54:424–435PubMed
26.
27.
Zurück zum Zitat Lloyd JEV, Li L, Hertzman C (2010) Early experiences matter: lasting effect of concentrated disadvantage on children’s language and cognitive outcomes. Health Place 16:371–380PubMedCrossRef Lloyd JEV, Li L, Hertzman C (2010) Early experiences matter: lasting effect of concentrated disadvantage on children’s language and cognitive outcomes. Health Place 16:371–380PubMedCrossRef
28.
Zurück zum Zitat Dunn EC, McLaughlin KA, Slopen N, Rosand J, Smoller JW (2013) Developmental timing of child maltreatment and symptoms of depression and suicidal ideation in young adulthood: results from the National Longitudinal Study of Adolescent Health. Depress Anxiety 30:955–964 Dunn EC, McLaughlin KA, Slopen N, Rosand J, Smoller JW (2013) Developmental timing of child maltreatment and symptoms of depression and suicidal ideation in young adulthood: results from the National Longitudinal Study of Adolescent Health. Depress Anxiety 30:955–964
29.
Zurück zum Zitat Berkman LF, Kawachi I (2000) Social epidemiology. Oxford University Press, New York Berkman LF, Kawachi I (2000) Social epidemiology. Oxford University Press, New York
30.
Zurück zum Zitat Leach LS et al (2013) Relationship quality and levels of depression and anxiety in a large population-based survey. Soc Psychiatry Psychiatr Epidemiol 48(3):417–425 Leach LS et al (2013) Relationship quality and levels of depression and anxiety in a large population-based survey. Soc Psychiatry Psychiatr Epidemiol 48(3):417–425
31.
Zurück zum Zitat Belsky J, Pleuss M (2009) Beyond diathesis stress: differential susceptibility to environmental influences. Psychol Bull 135:885–908PubMedCrossRef Belsky J, Pleuss M (2009) Beyond diathesis stress: differential susceptibility to environmental influences. Psychol Bull 135:885–908PubMedCrossRef
32.
Zurück zum Zitat Ellis BJ, Boyce WT (2008) Biological sensitivity to context. Curr Dir Psychol Sci 17:183–187CrossRef Ellis BJ, Boyce WT (2008) Biological sensitivity to context. Curr Dir Psychol Sci 17:183–187CrossRef
33.
Zurück zum Zitat Richardson J et al (2012) The influence of state mental health perceptions and spending on an individual’s use of mental health services. Social Psychiatry Psychiatric Epidemiol Richardson J et al (2012) The influence of state mental health perceptions and spending on an individual’s use of mental health services. Social Psychiatry Psychiatric Epidemiol
34.
Zurück zum Zitat Sampson RJ, Raudenbush SW (2004) Seeing disorder: neighborhood stigma and the social construction of “Broken Windows”. Social Psychol Q 67:319–342CrossRef Sampson RJ, Raudenbush SW (2004) Seeing disorder: neighborhood stigma and the social construction of “Broken Windows”. Social Psychol Q 67:319–342CrossRef
35.
Zurück zum Zitat Mujahid MS et al (2007) Assessing the measurement properties of neighborhood scales: from psychometrics to ecometrics. Am J Epidemiol 165(8):858–867PubMedCrossRef Mujahid MS et al (2007) Assessing the measurement properties of neighborhood scales: from psychometrics to ecometrics. Am J Epidemiol 165(8):858–867PubMedCrossRef
36.
Zurück zum Zitat Raudenbush SW, Sampson RJ (1999) Ecometrics: toward a science of assessing ecological settings, with application to the systematic social observation of neighborhoods. Sociol Methodol 29:1–41CrossRef Raudenbush SW, Sampson RJ (1999) Ecometrics: toward a science of assessing ecological settings, with application to the systematic social observation of neighborhoods. Sociol Methodol 29:1–41CrossRef
37.
Zurück zum Zitat Duncan C, Jones K (1993) Do places matter? A multi-level analysis of regional variation in health related behavior in Britain. Soc Sci Med 37:725–733PubMedCrossRef Duncan C, Jones K (1993) Do places matter? A multi-level analysis of regional variation in health related behavior in Britain. Soc Sci Med 37:725–733PubMedCrossRef
38.
Zurück zum Zitat Mair CF, Diez Roux AV, Galea S (2008) Are neighborhood characteristics associated with depressive symptoms? A critical review. J Epidemiol Community Health 62(11):940–946PubMed Mair CF, Diez Roux AV, Galea S (2008) Are neighborhood characteristics associated with depressive symptoms? A critical review. J Epidemiol Community Health 62(11):940–946PubMed
39.
Zurück zum Zitat Xue Y et al (2005) Neighborhood residence and mental health problems of 5- to 11-year olds. Arch Gen Psychiatry 62:554–563PubMedCrossRef Xue Y et al (2005) Neighborhood residence and mental health problems of 5- to 11-year olds. Arch Gen Psychiatry 62:554–563PubMedCrossRef
40.
Zurück zum Zitat Kim D (2008) Blues from the neighborhood? Neighborhood characteristics and depression. Epidemiol Rev 30:101–117PubMedCrossRef Kim D (2008) Blues from the neighborhood? Neighborhood characteristics and depression. Epidemiol Rev 30:101–117PubMedCrossRef
41.
Zurück zum Zitat Odgers CL et al (2012) Systematic social observation of children’s neighborhoods using Google Street View: a reliable and cost-effective method. J Child Psychol Psychiatry 53(10):1009–1017PubMedCentralPubMedCrossRef Odgers CL et al (2012) Systematic social observation of children’s neighborhoods using Google Street View: a reliable and cost-effective method. J Child Psychol Psychiatry 53(10):1009–1017PubMedCentralPubMedCrossRef
42.
Zurück zum Zitat Campbell E et al (2009) Subjective constructions of neighborhood boundaries: lessons from a qualitative study of four neighborhoods. J Urban Aff 31(4):461–490CrossRef Campbell E et al (2009) Subjective constructions of neighborhood boundaries: lessons from a qualitative study of four neighborhoods. J Urban Aff 31(4):461–490CrossRef
43.
Zurück zum Zitat Cummings S et al (2007) Understanding and representing “place” in health research: a relational approach. Soc Sci Med 65:1825–1838CrossRef Cummings S et al (2007) Understanding and representing “place” in health research: a relational approach. Soc Sci Med 65:1825–1838CrossRef
44.
Zurück zum Zitat Murray DM (1998) Design and analysis of group-randomized trials. Oxford University Press, New York Murray DM (1998) Design and analysis of group-randomized trials. Oxford University Press, New York
45.
Zurück zum Zitat Leventhal T, Brooks-Gunn J (2003) Moving to opportunity: an experimental study of neighborhood effects on mental health. Am J Public Health 93(9):1576–1582PubMedCentralPubMedCrossRef Leventhal T, Brooks-Gunn J (2003) Moving to opportunity: an experimental study of neighborhood effects on mental health. Am J Public Health 93(9):1576–1582PubMedCentralPubMedCrossRef
46.
Zurück zum Zitat Kling JR, Liebman JB, Katz LF (2007) Experimental analysis of neighborhood effects. Econometrica 75(1):83–119CrossRef Kling JR, Liebman JB, Katz LF (2007) Experimental analysis of neighborhood effects. Econometrica 75(1):83–119CrossRef
47.
Zurück zum Zitat Jones SM, Brown JL, Aber JL (2011) Two-year impacts of a universal school-based social-emotional and literacy intervention: an experiment in translational developmental research. Child Dev 82(2):533–554PubMedCrossRef Jones SM, Brown JL, Aber JL (2011) Two-year impacts of a universal school-based social-emotional and literacy intervention: an experiment in translational developmental research. Child Dev 82(2):533–554PubMedCrossRef
48.
Zurück zum Zitat Pianta RC, La Paro K, Hamre BK (2008) Classroom assessment scoring system (CLASS). Paul H. Brookes, Baltimore Pianta RC, La Paro K, Hamre BK (2008) Classroom assessment scoring system (CLASS). Paul H. Brookes, Baltimore
49.
Zurück zum Zitat Sampson RJ, Raudenbush SW (1999) Systematic social observation of public spaces: a new look at disorder in urban neighborhoods. Am J Sociol 105(3):603–651CrossRef Sampson RJ, Raudenbush SW (1999) Systematic social observation of public spaces: a new look at disorder in urban neighborhoods. Am J Sociol 105(3):603–651CrossRef
50.
Zurück zum Zitat Kraemer HC et al (2003) A new approach to integrating data from multiple informants in psychiatric assessment and research: mixing and matching contexts and perspectives. Am J Psychiatry 160(9):1566–1577PubMedCrossRef Kraemer HC et al (2003) A new approach to integrating data from multiple informants in psychiatric assessment and research: mixing and matching contexts and perspectives. Am J Psychiatry 160(9):1566–1577PubMedCrossRef
51.
Zurück zum Zitat Diez Roux AV (2002) A glossary for multilevel analysis. J Epidemiol Community Health 56:588–594PubMedCrossRef Diez Roux AV (2002) A glossary for multilevel analysis. J Epidemiol Community Health 56:588–594PubMedCrossRef
52.
Zurück zum Zitat Chan D (1998) Functional relations among constructs in the same content domain at different levels of analysis: a typology of composition models. J Appl Psychol 83(2):234–246CrossRef Chan D (1998) Functional relations among constructs in the same content domain at different levels of analysis: a typology of composition models. J Appl Psychol 83(2):234–246CrossRef
53.
Zurück zum Zitat Ludtke O et al (2008) The multilevel latent covariate model: a new, more reliable approach to group-level effects in contextual studies. Psychol Methods 13(3):203–229PubMedCrossRef Ludtke O et al (2008) The multilevel latent covariate model: a new, more reliable approach to group-level effects in contextual studies. Psychol Methods 13(3):203–229PubMedCrossRef
54.
55.
Zurück zum Zitat Raudenbush SW, Bryk AS (2002) Hierarchical linear models: applications and data analysis method, 2nd edn. Sage Publications, Thousand Oaks Raudenbush SW, Bryk AS (2002) Hierarchical linear models: applications and data analysis method, 2nd edn. Sage Publications, Thousand Oaks
56.
Zurück zum Zitat Subramanian SV, Jones K, Duncan C (2003) Multilevel methods for public health research. In: Kawachi I, Berkman LF (eds) Neighborhoods and health. Oxford University Press, New York, pp 65–111CrossRef Subramanian SV, Jones K, Duncan C (2003) Multilevel methods for public health research. In: Kawachi I, Berkman LF (eds) Neighborhoods and health. Oxford University Press, New York, pp 65–111CrossRef
57.
Zurück zum Zitat Goldstein H (1994) Multilevel cross-classified models. Sociol Methods Res 22:364–375CrossRef Goldstein H (1994) Multilevel cross-classified models. Sociol Methods Res 22:364–375CrossRef
58.
Zurück zum Zitat Singer JD, Willett JB (2003) Applied longitudinal data analysis: modeling change and event occurrence. Oxford University Press, New YorkCrossRef Singer JD, Willett JB (2003) Applied longitudinal data analysis: modeling change and event occurrence. Oxford University Press, New YorkCrossRef
59.
Zurück zum Zitat Kline RB (2010) Principles and practice of structural equation modeling, 3rd edn. Guilford Press, New York Kline RB (2010) Principles and practice of structural equation modeling, 3rd edn. Guilford Press, New York
60.
Zurück zum Zitat Brown TA (2006) Confirmatory factor analysis for applied research. Guilford Press, New York Brown TA (2006) Confirmatory factor analysis for applied research. Guilford Press, New York
61.
Zurück zum Zitat Muthen BO (1991) Multilevel factor analysis of class and student achievement components. J Educ Meas 28(4):338–354CrossRef Muthen BO (1991) Multilevel factor analysis of class and student achievement components. J Educ Meas 28(4):338–354CrossRef
62.
Zurück zum Zitat Muthen BO (1994) Multilevel covariance structure analysis. Sociol Methods Res 22:376–398CrossRef Muthen BO (1994) Multilevel covariance structure analysis. Sociol Methods Res 22:376–398CrossRef
63.
Zurück zum Zitat Hox JJ (2010) Multilevel analysis: techniques and applications, 2nd edn. Routledge, New York Hox JJ (2010) Multilevel analysis: techniques and applications, 2nd edn. Routledge, New York
64.
Zurück zum Zitat Muthén LK, Muthén BO (2007) Mplus user’s guide, 6th edn. Muthén & Muthén, Los Angeles Muthén LK, Muthén BO (2007) Mplus user’s guide, 6th edn. Muthén & Muthén, Los Angeles
65.
Zurück zum Zitat Dedrick RF, Greenbaum PE (2011) Multilevel confirmatory factor analysis of a scale measuring interagency collaboration of children’s mental health agencies. J Emot Behav Disord 19:27–40PubMedCentralPubMedCrossRef Dedrick RF, Greenbaum PE (2011) Multilevel confirmatory factor analysis of a scale measuring interagency collaboration of children’s mental health agencies. J Emot Behav Disord 19:27–40PubMedCentralPubMedCrossRef
66.
Zurück zum Zitat Reise SP et al (2005) An illustration of multilevel factor analysis. J Pers Assess 84(2):126–136PubMedCrossRef Reise SP et al (2005) An illustration of multilevel factor analysis. J Pers Assess 84(2):126–136PubMedCrossRef
67.
Zurück zum Zitat Dunn EC et al Modeling contextual effects using individual-level data and without aggregation: an illustration of multilevel factor analysis (MLFA) with collective efficacy (unpublished) Dunn EC et al Modeling contextual effects using individual-level data and without aggregation: an illustration of multilevel factor analysis (MLFA) with collective efficacy (unpublished)
68.
Zurück zum Zitat Sampson RJ, Raudenbush S, Earls F (1997) Neighborhoods and violent crime: a multilevel study of collective efficacy. Science 277:918–924PubMedCrossRef Sampson RJ, Raudenbush S, Earls F (1997) Neighborhoods and violent crime: a multilevel study of collective efficacy. Science 277:918–924PubMedCrossRef
69.
Zurück zum Zitat Marsh HW et al (2009) Doubly-latent models of school contextual effects: integrating multilevel and structural equation approaches to control measurement and sampling error. Multivar Behav Res 44:764–802CrossRef Marsh HW et al (2009) Doubly-latent models of school contextual effects: integrating multilevel and structural equation approaches to control measurement and sampling error. Multivar Behav Res 44:764–802CrossRef
70.
Zurück zum Zitat MacCallum RC, Austin JT (2000) Applications of structural equation modeling in psychological research. Annu Rev Psychol 51:201–226PubMedCrossRef MacCallum RC, Austin JT (2000) Applications of structural equation modeling in psychological research. Annu Rev Psychol 51:201–226PubMedCrossRef
71.
Zurück zum Zitat Tomarken AJ, Waller NG (2005) Structural equation modeling: strengths, limitations, and misconceptions. Annu Rev Clin Psychol 1:31–65PubMedCrossRef Tomarken AJ, Waller NG (2005) Structural equation modeling: strengths, limitations, and misconceptions. Annu Rev Clin Psychol 1:31–65PubMedCrossRef
72.
Zurück zum Zitat Allen KL, Byrne SM, McLean NJ (2012) The dual-pathway and cognitive-behavioural model of binge eating: prospective evaluation and comparison. Eur J Child Adolesc Psychiatry 21:51–62CrossRef Allen KL, Byrne SM, McLean NJ (2012) The dual-pathway and cognitive-behavioural model of binge eating: prospective evaluation and comparison. Eur J Child Adolesc Psychiatry 21:51–62CrossRef
73.
Zurück zum Zitat Teasdale B, Silver E (2009) Neighborhoods and self-control: toward an expanded view of socialization. Soc Probl 56(1):205–222CrossRef Teasdale B, Silver E (2009) Neighborhoods and self-control: toward an expanded view of socialization. Soc Probl 56(1):205–222CrossRef
74.
Zurück zum Zitat Kuntsche E, Kuendig H, Gmel G (2008) Alcohol outlet density, perceived availability and adolescent alcohol use: a multilevel structural equation model. J Epidemiol Community Health 62(9):811–816PubMedCrossRef Kuntsche E, Kuendig H, Gmel G (2008) Alcohol outlet density, perceived availability and adolescent alcohol use: a multilevel structural equation model. J Epidemiol Community Health 62(9):811–816PubMedCrossRef
75.
Zurück zum Zitat Preacher KJ, Zyphur MJ, Zhang Z (2010) A general multilevel SEM framework for assessing multilevel mediation. Psychol Methods 15(3):209–233PubMedCrossRef Preacher KJ, Zyphur MJ, Zhang Z (2010) A general multilevel SEM framework for assessing multilevel mediation. Psychol Methods 15(3):209–233PubMedCrossRef
76.
Zurück zum Zitat Galea S, Ahern J (2006) Invited commentary: considerations about specificity of associations, causal pathways, and heterogeneity in multilevel thinking. Am J Epidemiol 163(2):1079–1082PubMedCrossRef Galea S, Ahern J (2006) Invited commentary: considerations about specificity of associations, causal pathways, and heterogeneity in multilevel thinking. Am J Epidemiol 163(2):1079–1082PubMedCrossRef
77.
Zurück zum Zitat DeShon RP (1998) A cautionary note on measurement error corrections in structural equation models. Psychol Methods 3(4):412–423CrossRef DeShon RP (1998) A cautionary note on measurement error corrections in structural equation models. Psychol Methods 3(4):412–423CrossRef
78.
79.
Zurück zum Zitat Urban JB, Osgood ND, Mabry PL (2011) Developmental systems science: exploring the application of systems science methods to developmental science questions. Res Human Dev 8(1):1–25CrossRef Urban JB, Osgood ND, Mabry PL (2011) Developmental systems science: exploring the application of systems science methods to developmental science questions. Res Human Dev 8(1):1–25CrossRef
80.
Zurück zum Zitat Cox MJ et al (2010) Systems theory and cascades in developmental psychopathology. Dev Psychopathol 22(3):497–506PubMedCrossRef Cox MJ et al (2010) Systems theory and cascades in developmental psychopathology. Dev Psychopathol 22(3):497–506PubMedCrossRef
82.
Zurück zum Zitat Galea S, Hall C, Kaplan GA (2009) Social epidemiology and complex system dynamic modelling as applied to health behaviour and drug use research. Int J Drug Policy 20:209–216PubMedCentralPubMedCrossRef Galea S, Hall C, Kaplan GA (2009) Social epidemiology and complex system dynamic modelling as applied to health behaviour and drug use research. Int J Drug Policy 20:209–216PubMedCentralPubMedCrossRef
83.
Zurück zum Zitat Mabry PL et al (2008) Interdisciplinarity and systems science to improve population health: a view from the NIH Office of Behavioral and Social Sciences Research. Am J Prev Med 35(2S):S211–S224PubMedCentralPubMedCrossRef Mabry PL et al (2008) Interdisciplinarity and systems science to improve population health: a view from the NIH Office of Behavioral and Social Sciences Research. Am J Prev Med 35(2S):S211–S224PubMedCentralPubMedCrossRef
85.
Zurück zum Zitat Levins R (1996) Ten propositions on science and antiscience. Social Text 46–47(14):101–111CrossRef Levins R (1996) Ten propositions on science and antiscience. Social Text 46–47(14):101–111CrossRef
86.
Zurück zum Zitat Ziman J (2000) Real science: what it is and what it means. Cambridge University Press, Cambridge, pp 126–134, 144–151 Ziman J (2000) Real science: what it is and what it means. Cambridge University Press, Cambridge, pp 126–134, 144–151
87.
Zurück zum Zitat Fleck L (1979) Genesis and development of a scientific fact. University of Chicago Press, Chicago Fleck L (1979) Genesis and development of a scientific fact. University of Chicago Press, Chicago
Metadaten
Titel
Translating multilevel theory into multilevel research: challenges and opportunities for understanding the social determinants of psychiatric disorders
verfasst von
Erin C. Dunn
Katherine E. Masyn
Monica Yudron
Stephanie M. Jones
S. V. Subramanian
Publikationsdatum
01.06.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Social Psychiatry and Psychiatric Epidemiology / Ausgabe 6/2014
Print ISSN: 0933-7954
Elektronische ISSN: 1433-9285
DOI
https://doi.org/10.1007/s00127-013-0809-5

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