Use of System Dynamics Modelling for Evidence-Based Decision Making in Public Health Practice

被引:6
作者
George, Abraham [1 ]
Badrinath, Padmanabhan [1 ]
Lacey, Peter [2 ]
Harwood, Chris [2 ]
Gray, Alex [2 ]
Turner, Paul [2 ]
Springer, Davinia [1 ]
机构
[1] Kent Cty Council, Publ Hlth Dept, Sess House, Cty Rd, Maidstone ME14 1XQ, Kent, England
[2] Whole Syst Partnership, 8 York Pl, Knaresborough HG5 0AA, N Yorkshire, England
关键词
system dynamics; public health; decision making; prevention; long-term conditions; resource allocation; complex systems; CORONARY-HEART-DISEASE; VASCULAR MORTALITY; INDIVIDUAL DATA; BLOOD-PRESSURE; METAANALYSIS; OVERWEIGHT; PREGNANCY; SMOKING; RISK; AGE;
D O I
10.3390/systems11050247
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
In public health, the routine use of linear forecasting, which restricts our ability to understand the combined effects of different interventions, demographic changes and wider health determinants, and the lack of reliable estimates for intervention impacts have limited our ability to effectively model population needs. Hence, we adopted system dynamics modelling to forecast health and care needs, assuming no change in population behaviour or determinants, then generated a "Better Health" scenario to simulate the combined impact of thirteen interventions across cohorts defined by age groups and diagnosable conditions, including "no conditions". Risk factors for the incidence of single conditions, progression toward complex needs and levels of morbidity including frailty were used to create the dynamics of the model. Incidence, prevalence and mortality for each cohort were projected over 25 years with "do nothing" and "Better Health" scenarios. The size of the "no conditions" cohort increased, and the other cohorts decreased in size. The impact of the interventions on life expectancy at birth and healthy life expectancy is significant, adding 5.1 and 5.0 years, respectively. We demonstrate the feasibility, applicability and utility of using system dynamics modelling to develop a robust case for change to invest in prevention that is acceptable to wider partners.
引用
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页数:17
相关论文
共 61 条
[1]  
[Anonymous], 2019, The NHS Long Term Plan
[2]  
[Anonymous], 2010, The English Indices of Deprivation
[3]  
Apostolopoulos Y., 2020, Complex Systems and Population Health
[4]  
Barnes Matt., 2008, The dynamics of bad housing: the impact of bad housing on the living standards of children
[5]   Incorporating intersectionality theory into population health research methodology: Challenges and the potential to advance health equity [J].
Bauer, Greta R. .
SOCIAL SCIENCE & MEDICINE, 2014, 110 :10-17
[6]  
Boardman B, 2010, FIXING FUEL POVERTY: CHALLENGES AND SOLUTIONS, P1
[7]  
Bogers RP, 2006, EUR J EPIDEMIOL, V21, P107
[8]  
Bull F., 2004, Comparative quantification of health risks: Global and regional burden of disease attributable to selected major risk factors, P729
[9]  
cls.ucl.ac, MILLENNIUM COHORT ST
[10]   The application of system dynamics modelling to environmental health decision-making and policy - a scoping review [J].
Currie, Danielle J. ;
Smith, Carl ;
Jagals, Paul .
BMC PUBLIC HEALTH, 2018, 18