Methods to madness: The utility of complex systems science in a mad, mad world
Existing methods in social [oral] epidemiology primarily utilize statistical models that assume static characteristics of individuals and environments. While useful, an over reliance on these methods in the social and behavioural sciences can unnecessarily limit perspective and progress as even the...
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Published in | Community dentistry and oral epidemiology Vol. 51; no. 1; pp. 79 - 84 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Denmark
Blackwell Publishing Ltd
01.02.2023
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Abstract | Existing methods in social [oral] epidemiology primarily utilize statistical models that assume static characteristics of individuals and environments. While useful, an over reliance on these methods in the social and behavioural sciences can unnecessarily limit perspective and progress as even the most advanced statistical methods cannot capture complex behaviour over time given that systems evolve, environments respond, and behaviours and beliefs crystalize or deteriorate based on a variety of social, environmental and access variables. The recent consensus statement on Future Directions for the Behavioral and Social Sciences in Oral Health acknowledges that dental, oral and craniofacial health emerge from the complex interplay of multiple factors at multiple levels over time and highlights the need for the incorporation of new and underutilized methodologies. Complex Systems Science offers a suite of tools and methodologies that are responsive to the generative mechanisms and processes that underlie population distributions of oral health and disease. Specifically, they assume intricate, dynamic interactions between individuals and groups, they facilitate the study and synthesis of interconnections between people (e.g. patients, healthcare providers and policy makers), how these change over time, any differences across settings, and provide an opportunity to guide future longitudinal data collection and intervention science more effectively. This paper aims to provide an introduction to foundational principles of complex systems, complex systems thinking, and methods found in complex systems science, including social network analysis, system dynamics models and agent‐based models, and offers perspectives on the challenges faced and opportunities afforded in the incorporation of these methods into the population oral health sciences. |
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AbstractList | Existing methods in social [oral] epidemiology primarily utilize statistical models that assume static characteristics of individuals and environments. While useful, an over reliance on these methods in the social and behavioural sciences can unnecessarily limit perspective and progress as even the most advanced statistical methods cannot capture complex behaviour over time given that systems evolve, environments respond, and behaviours and beliefs crystalize or deteriorate based on a variety of social, environmental and access variables. The recent consensus statement on Future Directions for the Behavioral and Social Sciences in Oral Health acknowledges that dental, oral and craniofacial health emerge from the complex interplay of multiple factors at multiple levels over time and highlights the need for the incorporation of new and underutilized methodologies. Complex Systems Science offers a suite of tools and methodologies that are responsive to the generative mechanisms and processes that underlie population distributions of oral health and disease. Specifically, they assume intricate, dynamic interactions between individuals and groups, they facilitate the study and synthesis of interconnections between people (e.g. patients, healthcare providers and policy makers), how these change over time, any differences across settings, and provide an opportunity to guide future longitudinal data collection and intervention science more effectively. This paper aims to provide an introduction to foundational principles of complex systems, complex systems thinking, and methods found in complex systems science, including social network analysis, system dynamics models and agent‐based models, and offers perspectives on the challenges faced and opportunities afforded in the incorporation of these methods into the population oral health sciences. |
Author | Baker, Sarah R. Heaton, Brenda |
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References_xml | – volume: 8 start-page: 369 year: 2020 article-title: Using socioeconomics to counter health disparities arising from the covid‐19 pandemic publication-title: BMJ – start-page: 1820 year: 2016 end-page: 1834 – year: 2011 – volume: 101 start-page: 1627 issue: 9 year: 2011 article-title: Complex systems thinking and current impasses in health disparities research publication-title: Am J Public Health – volume: 29 start-page: 179 year: 2012 end-page: 193 article-title: Group model‐building “scripts” as a collaborative planning tool publication-title: Syst Res Behav Sci – volume: 49 start-page: 1 issue: 1 year: 2021 end-page: 9 article-title: Context and the evidence‐based paradigm: the potential for participatory research and systems thinking in oral health publication-title: Community Dent Oral Epidemiol – volume: 284 start-page: 79 issue: 5411 year: 1999 article-title: Beyond reductionism publication-title: Science (80‐) – volume: 99 start-page: 537 issue: 5 year: 2020 end-page: 543 article-title: Complex systems model of dynamic mechanisms of early childhood caries development publication-title: J Dent Res – volume: 20 start-page: 227 year: 2009 end-page: 229 article-title: Understanding the social determinants of behaviours: can new methods help? publication-title: Int J Drug Policy – volume: 26 start-page: 1361 issue: 5 year: 2020 end-page: 1367 article-title: COVID‐19 – how a pandemic reveals that everything is connected to everything else publication-title: J Eval Clin Pract – volume: 9 issue: 3 year: 2012 article-title: A simulation model for designing effective interventions in early childhood caries publication-title: Prev Chronic Dis – volume: 146 start-page: 224 issue: 4 year: 2015 end-page: 232 article-title: Reducing early childhood caries in a Medicaid population: a systems model analysis publication-title: J Am Dent Assoc – year: 2016 – volume: 42 start-page: 481 issue: 6 year: 2014 article-title: Social oral epidemi(olog)2y where next: one small step or one giant leap? publication-title: Community Dent Oral Epidemiol – volume: 16 start-page: 1 issue: 1 year: 2018 end-page: 6 article-title: Studying complexity in health services research: desperately seeking an overdue paradigm shift publication-title: BMC Med – volume: 101 start-page: 619 issue: 6 year: 2021 end-page: 622 article-title: Consensus statement on future directions for the behavioural and social sciences in oral health publication-title: J Dent Res – volume: 36 start-page: 3 issue: 1 year: 2019 end-page: 4 article-title: Editorial “No simple solutions, no single ingredient”: systems orientated approaches for addressing wicked problems in population oral health publication-title: Community Dent Health – start-page: 37 year: 2017 end-page: 51 – volume: 96 start-page: 452 issue: 3 year: 2006 article-title: System dynamics modeling for public health: background and opportunities publication-title: Am J Public Health – volume: 75 start-page: 142 issue: 2 year: 2015 end-page: 147 article-title: Network science and oral health research publication-title: J Public Health Dent – volume: 100 start-page: 221 issue: 3 year: 2020 end-page: 225 article-title: Pandemic considerations on essential oral health care publication-title: J Dent Res – volume: 71 year: 2021 article-title: Neighbourhoods and oral health: agent‐based modelling of tooth decay publication-title: Health Place – volume: 33 start-page: 357 issue: 1 year: 2012 end-page: 376 article-title: Systems science methods in public health: dynamics, networks, and agents publication-title: Annu Rev Public Health – volume: 2021 start-page: 1 year: 2021 end-page: 4 article-title: A complexity lens on the COVID‐19 pandemic publication-title: Int J Heal Policy Manag – volume: 40 start-page: 63S issue: 1 suppl year: 2013 end-page: 73S article-title: Modeling social dimensions of oral health among older adults in urban environments publication-title: Health Educ Behav – volume: 25 issue: 1 year: 2014 article-title: Group model building: a participatory approach to understanding and acting on systems publication-title: Public Health Res Pract – volume: 101 start-page: 1820 issue: 10 year: 2011 end-page: 1823 article-title: A systems perspective for dental health in older adults publication-title: Am J Public Health – volume: 20 start-page: 399 issue: 2 year: 2018 end-page: 409 article-title: “Does this look infected to you?” Social network predictors of dental help‐seeking among Mexican immigrants publication-title: J Immigr Minor Heal – volume: 39 start-page: 77 year: 2018 end-page: 94 article-title: Agent‐based modeling in public health: current applications and future directions publication-title: Annu Rev Public Health – volume: 39 start-page: 97 issue: 1 year: 2010 end-page: 106 article-title: Causal thinking and complex system approaches in epidemiology publication-title: Int J Epidemiol – volume: 36 start-page: 55 year: 2019 end-page: 62 article-title: Systems science and oral health: implications for dental public health? publication-title: Community Dental Health – volume: 116 start-page: 164 issue: 2 year: 2008 end-page: 169 article-title: Modelling lifelong costs of caries with and without fluoride use publication-title: Eur J Oral Sci – ident: e_1_2_9_30_1 doi: 10.1016/j.healthplace.2021.102657 – volume: 36 start-page: 55 year: 2019 ident: e_1_2_9_7_1 article-title: Systems science and oral health: implications for dental public health? publication-title: Community Dental Health contributor: fullname: Broomhead T – ident: e_1_2_9_18_1 doi: 10.1002/sres.2105 – ident: e_1_2_9_23_1 doi: 10.2105/AJPH.2005.062059 – volume: 9 start-page: E66 issue: 3 year: 2012 ident: e_1_2_9_26_1 article-title: A simulation model for designing effective interventions in early childhood caries publication-title: Prev Chronic Dis contributor: fullname: Hirsch GB – ident: e_1_2_9_2_1 doi: 10.1146/annurev-publhealth-031210-101222 – ident: e_1_2_9_20_1 doi: 10.4135/9781446294413 – ident: e_1_2_9_27_1 doi: 10.1111/j.1600-0722.2008.00524.x – ident: e_1_2_9_6_1 doi: 10.1093/ije/dyp296 – volume: 36 start-page: 3 issue: 1 year: 2019 ident: e_1_2_9_32_1 article-title: Editorial “No simple solutions, no single ingredient”: systems orientated approaches for addressing wicked problems in population oral health publication-title: Community Dent Health contributor: fullname: S B – volume: 8 start-page: 369 year: 2020 ident: e_1_2_9_3_1 article-title: Using socioeconomics to counter health disparities arising from the covid‐19 pandemic publication-title: BMJ contributor: fullname: Anderson G – ident: e_1_2_9_17_1 doi: 10.1007/978-981-10-2045-2_3 – ident: e_1_2_9_28_1 doi: 10.1016/j.adaj.2014.12.024 – ident: e_1_2_9_14_1 doi: 10.1111/cdoe.12118 – ident: e_1_2_9_25_1 doi: 10.1177/1090198113493781 – ident: e_1_2_9_4_1 – start-page: 1820 volume-title: 2015 Winter Simulation Conference (WSC) year: 2016 ident: e_1_2_9_16_1 contributor: fullname: Robinson S – ident: e_1_2_9_15_1 doi: 10.1111/cdoe.12570 – ident: e_1_2_9_21_1 doi: 10.1007/s10903-017-0572-x – ident: e_1_2_9_5_1 doi: 10.1186/s12916-018-1089-4 – ident: e_1_2_9_31_1 doi: 10.1177/0022034520909841 – ident: e_1_2_9_11_1 doi: 10.1111/jep.13419 – ident: e_1_2_9_8_1 doi: 10.2105/AJPH.2011.300149 – ident: e_1_2_9_24_1 doi: 10.2105/AJPH.2011.300321 – ident: e_1_2_9_9_1 doi: 10.1126/science.284.5411.79 – ident: e_1_2_9_33_1 – ident: e_1_2_9_34_1 doi: 10.1177/0022034520979830 – ident: e_1_2_9_19_1 doi: 10.17061/phrp2511404 – ident: e_1_2_9_12_1 doi: 10.1177/00220345211068033 – volume: 2021 start-page: 1 year: 2021 ident: e_1_2_9_10_1 article-title: A complexity lens on the COVID‐19 pandemic publication-title: Int J Heal Policy Manag contributor: fullname: Wernli D – ident: e_1_2_9_13_1 doi: 10.1016/j.drugpo.2008.11.003 – ident: e_1_2_9_22_1 doi: 10.1111/jphd.12083 – ident: e_1_2_9_29_1 doi: 10.1146/annurev-publhealth-040617-014317 |
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Title | Methods to madness: The utility of complex systems science in a mad, mad world |
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