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Published 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

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

Published in: Social Psychiatry and Psychiatric Epidemiology | Issue 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.
Literature
1.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference Doyal L (1979) The political economy of health. Pluto Press, London Doyal L (1979) The political economy of health. Pluto Press, London
7.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
23.
go back to reference 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.
go back to reference 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.
go back to reference 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
27.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
52.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
67.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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
79.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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
Metadata
Title
Translating multilevel theory into multilevel research: challenges and opportunities for understanding the social determinants of psychiatric disorders
Authors
Erin C. Dunn
Katherine E. Masyn
Monica Yudron
Stephanie M. Jones
S. V. Subramanian
Publication date
01-06-2014
Publisher
Springer Berlin Heidelberg
Published in
Social Psychiatry and Psychiatric Epidemiology / Issue 6/2014
Print ISSN: 0933-7954
Electronic ISSN: 1433-9285
DOI
https://doi.org/10.1007/s00127-013-0809-5

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