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System dynamics modeling for public health: Background and opportunities

Citations

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Cited by:

  1. Sanjib Saha & Jonas Nordstrom & Ulf-G Gerdtham & Irene Mattisson & Peter M Nilsson & Peter Scarborough, 2019. "Prevention of Cardiovascular Disease and Cancer Mortality by Achieving Healthy Dietary Goals for the Swedish Population: A Macro-Simulation Modelling Study," IJERPH, MDPI, vol. 16(5), pages 1-11, March.
  2. Chang, Pao-Long & Ho, Shu-Ping & Hsu, Chiung-Wen, 2013. "Dynamic simulation of government subsidy policy effects on solar water heaters installation in Taiwan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 385-396.
  3. Bidhan Bhuson Roy & Qingshi Tu, 2022. "A review of system dynamics modeling for the sustainability assessment of biorefineries," Journal of Industrial Ecology, Yale University, vol. 26(4), pages 1450-1459, August.
  4. Meimei Wang & Steffen Flessa, 2020. "Modelling Covid-19 under uncertainty: what can we expect?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(5), pages 665-668, July.
  5. Hosking, Michael & Roberts, Stephen & Uzsoy, Reha & Joseph, Talisa M., 2013. "Investigating interventions for increasing colorectal cancer screening: Insights from a simulation model," Socio-Economic Planning Sciences, Elsevier, vol. 47(2), pages 142-155.
  6. van Ackere, Ann & Schulz, Peter J., 2020. "Explaining vaccination decisions: A system dynamics model of the interaction between epidemiological and behavioural factors," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
  7. Therese Riley & Liza Hopkins & Maria Gomez & Seanna Davidson & Daniel Chamberlain & Jessica Jacob & Sonia Wutzke, 2021. "A Systems Thinking Methodology for Studying Prevention Efforts in Communities," Systemic Practice and Action Research, Springer, vol. 34(5), pages 555-573, October.
  8. Negar Darabi & Niyousha Hosseinichimeh, 2020. "System dynamics modeling in health and medicine: a systematic literature review," System Dynamics Review, System Dynamics Society, vol. 36(1), pages 29-73, January.
  9. D C Lane & E Husemann, 2008. "System dynamics mapping of acute patient flows," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(2), pages 213-224, February.
  10. Guido A. Veldhuis & Teun Sluijs & Marianne H. J. van Zwieten & Jildau Bouwman & Noortje M. Wiezer & Heleen M. Wortelboer, 2020. "A Proof-of-Concept System Dynamics Simulation Model of the Development of Burnout and Recovery Using Retrospective Case Data," IJERPH, MDPI, vol. 17(16), pages 1-28, August.
  11. Rapeepong Suphanchaimat & Pawinee Doung-ngern & Kritchavat Ploddi & Suthanun Suthachana & Mathudara Phaiyarom & Kumaree Pachanee & Walairat Chaifoo & Sopon Iamsirithaworn, 2020. "Cost Effectiveness and Budget Impact Analyses of Influenza Vaccination for Prisoners in Thailand: An Application of System Dynamic Modelling," IJERPH, MDPI, vol. 17(4), pages 1-18, February.
  12. Khairulbahri, Muhamad, 2021. "Lessons learned from three Southeast Asian countries during the COVID-19 pandemic," Journal of Policy Modeling, Elsevier, vol. 43(6), pages 1354-1364.
  13. Karen Minyard & Tina A. Smith & Richard Turner & Bobby Milstein & Lori Solomon, 2018. "Community and programmatic factors influencing effective use of system dynamic models," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 154-171, January.
  14. Nidhee Jadeja & Nina J Zhu & Reda M Lebcir & Franco Sassi & Alison Holmes & Raheelah Ahmad, 2022. "Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-20, February.
  15. Pengxi Yang & Fei Gao & Hua Zhang, 2021. "Multi-Player Evolutionary Game of Network Attack and Defense Based on System Dynamics," Mathematics, MDPI, vol. 9(23), pages 1-18, November.
  16. George Miller & Matthew Daly & Charles Roehrig, 2013. "Tradeoffs in cardiovascular disease prevention, treatment, and research," Health Care Management Science, Springer, vol. 16(2), pages 87-100, June.
  17. Daniel Rojas-Díaz & María Eugenia Puerta-Yepes & Daniel Medina-Gaspar & Jesús Alonso Botero & Anwar Rodríguez & Norberto Rojas, 2023. "Mathematical Modeling for the Assessment of Public Policies in the Cancer Health-Care System Implemented for the Colombian Case," IJERPH, MDPI, vol. 20(18), pages 1-36, September.
  18. Anaely Aguiar, 2020. "The role of systematic reviews in the system dynamics modelling process," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(6), pages 892-895, November.
  19. Dario Brdarić & Senka Samardžić & Ivana Mihin Huskić & Giorgos Dritsakis & Jadran Sessa & Mariola Śliwińska-Kowalska & Małgorzata Pawlaczyk-Łuszczyńska & Ioannis Basdekis & George Spanoudakis, 2020. "A Data-informed Public Health Policy-Makers Platform," IJERPH, MDPI, vol. 17(9), pages 1-17, May.
  20. Daniel B. McLaughlin & John R. Olson, 2017. "Teaching the Use of Systems Dynamics for Strategic Decision Making in Healthcare," INFORMS Transactions on Education, INFORMS, vol. 17(3), pages 99-106, May.
  21. Zhe Zhao & Xin Xuan & Fan Zhang & Ying Cai & Xiaoyu Wang, 2022. "Scenario Analysis of Renewable Energy Development and Carbon Emission in the Beijing–Tianjin–Hebei Region," Land, MDPI, vol. 11(10), pages 1-13, September.
  22. Ash M. Genaidy & Ronald L. Huston & Dionysios D. Dionysiou & Waldemar Karwowski, 2017. "A System-of-Systems Framework for Improved Human, Ecologic and Economic Well-Being," Sustainability, MDPI, vol. 9(4), pages 1-16, April.
  23. R M Lebcir & R A Atun & R J Coker, 2010. "System Dynamic simulation of treatment policies to address colliding epidemics of tuberculosis, drug resistant tuberculosis and injecting drug users driven HIV in Russia," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(8), pages 1238-1248, August.
  24. Bożena Mielczarek, 2016. "Review of modelling approaches for healthcare simulation," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 26(1), pages 55-72.
  25. Weiwei Zhang & Thomas Huggins & Wenwen Zheng & Shiyong Liu & Zhanwei Du & Hongli Zhu & Ahmad Raza & Ahmad Hussen Tareq, 2022. "Assessing the Dynamic Outcomes of Containment Strategies against COVID-19 under Different Public Health Governance Structures: A Comparison between Pakistan and Bangladesh," IJERPH, MDPI, vol. 19(15), pages 1-22, July.
  26. Karl M Rich & Matthew J Denwood & Alistair W Stott & Dominic J Mellor & Stuart W J Reid & George J Gunn, 2013. "Systems Approaches to Animal Disease Surveillance and Resource Allocation: Methodological Frameworks for Behavioral Analysis," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-1, November.
  27. Bianca Cezara Archip & Ioan Banatean-Dunea & Dacinia Crina Petrescu & Ruxandra Malina Petrescu-Mag, 2023. "Determinants of Food Waste in Cluj-Napoca (Romania): A Community-Based System Dynamics Approach," IJERPH, MDPI, vol. 20(3), pages 1-22, January.
  28. Xin Yue & Kaining Mu & Lihang Liu, 2020. "Selection of Policy Instruments on Integrated Care in China: Based on Documents Content Analysis," IJERPH, MDPI, vol. 17(7), pages 1-17, March.
  29. Hazhir Rahmandad, 2012. "Impact of Growth Opportunities and Competition on Firm-Level Capability Development Trade-offs," Organization Science, INFORMS, vol. 23(1), pages 138-154, February.
  30. Md Mahfuzur Rahman & Rubayet Karim & Md. Moniruzzaman & Md. Afjal Hossain & Hammad Younes, 2023. "Modeling Hospital Operating Theater Services: A System Dynamics Approach," Logistics, MDPI, vol. 7(4), pages 1-21, November.
  31. Gökçe Esenduran & John V. Gray & Burcu Tan, 2022. "A Dynamic Analysis of Supply Chain Risk Management and Extended Payment Terms," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 1394-1417, March.
  32. Maltz, Elliot & Pierson, Kawika, 2022. "Maximizing corporate social innovation to enhance social and shareholder value: A systems thinking model of industry transformation," Journal of Business Research, Elsevier, vol. 138(C), pages 12-25.
  33. Erika Palmer, 2018. "The Heavy Cost of Care: Systemic Challenges in Norwegian Work Absenteeism," Social Sciences, MDPI, vol. 7(6), pages 1-17, June.
  34. Mahamoud, Aziza & Roche, Brenda & Homer, Jack, 2013. "Modelling the social determinants of health and simulating short-term and long-term intervention impacts for the city of Toronto, Canada," Social Science & Medicine, Elsevier, vol. 93(C), pages 247-255.
  35. Vecchio, Pasquale Del & Secundo, Giustina & Maruccia, Ylenia & Passiante, Giuseppina, 2019. "A system dynamic approach for the smart mobility of people: Implications in the age of big data," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
  36. Edward G. Anderson & David R. Keith & Jose Lopez, 2023. "Opportunities for system dynamics research in operations management for public policy," Production and Operations Management, Production and Operations Management Society, vol. 32(6), pages 1895-1920, June.
  37. Cristian Mahulea & Liliana Mahulea & Juan Manuel García Soriano & José Manuel Colom, 2018. "Modular Petri net modeling of healthcare systems," Flexible Services and Manufacturing Journal, Springer, vol. 30(1), pages 329-357, June.
  38. John Pastor Ansah & Keith Low Sheng Hng & Salman Ahmad & Cheryl Goh, 2021. "Evaluating the impact of upstream and downstream interventions on chronic kidney disease and dialysis care: a simulation analysis," System Dynamics Review, System Dynamics Society, vol. 37(1), pages 32-58, January.
  39. Tiago França Melo De Lima & Raquel Martins Lana & Tiago Garcia De Senna Carneiro & Cláudia Torres Codeço & Gabriel Souza Machado & Lucas Saraiva Ferreira & Líliam César De Castro Medeiros & Clodoveu A, 2016. "DengueME: A Tool for the Modeling and Simulation of Dengue Spatiotemporal Dynamics," IJERPH, MDPI, vol. 13(9), pages 1-21, September.
  40. Montira J. Pongsiri & Andrea M. Bassi, 2021. "A Systems Understanding Underpins Actions at the Climate and Health Nexus," IJERPH, MDPI, vol. 18(5), pages 1-15, March.
  41. Eduardo Tapia, 2022. "Groups' contribution to shaping ethnic residential segregation: a dynamic approach," Journal of Computational Social Science, Springer, vol. 5(1), pages 565-589, May.
  42. Reda Lebcir & Rifat Atun, 2021. "Resources management impact on neonatal services performance in the United Kingdom: A system dynamics modelling approach," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(3), pages 793-812, May.
  43. David C. Lane & Jim Duggan, 2020. "Addressing public health and security challenges with system dynamics," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(6), pages 867-874, November.
  44. Shazhan Amed & Stephanie Shea & Susan Pinkney & Joan Wharf Higgins & Patti-Jean Naylor, 2016. "Wayfinding the Live 5-2-1-0 Initiative—At the Intersection between Systems Thinking and Community-Based Childhood Obesity Prevention," IJERPH, MDPI, vol. 13(6), pages 1-16, June.
  45. Martin Comis & Catherine Cleophas & Christina Büsing, 2021. "Patients, primary care, and policy: Agent-based simulation modeling for health care decision support," Health Care Management Science, Springer, vol. 24(4), pages 799-826, December.
  46. Elizabeth Bruch & Jon Atwell, 2015. "Agent-Based Models in Empirical Social Research," Sociological Methods & Research, , vol. 44(2), pages 186-221, May.
  47. Haojia Kong & Lifan Shi & Dan Da & Zhijiang Li & Decai Tang & Wei Xing, 2022. "Simulation of China’s Carbon Emission based on Influencing Factors," Energies, MDPI, vol. 15(9), pages 1-15, April.
  48. Jennifer Yourkavitch & Kristen Hassmiller Lich & Valerie L Flax & Elialilia S Okello & John Kadzandira & Anne Ruhweza Katahoire & Alister C Munthali & James C Thomas, 2018. "Interactions among poverty, gender, and health systems affect women’s participation in services to prevent HIV transmission from mother to child: A causal loop analysis," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-15, May.
  49. Guomei Fu & Jiafu Tang, 2024. "Simulation and Regulation of High-Quality Economic Development Based on System Dynamics and DPSIR Model," Sustainability, MDPI, vol. 16(14), pages 1-18, July.
  50. Hazel Squires & James Chilcott & Ronald Akehurst & Jennifer Burr & Michael P. Kelly, 2016. "A systematic literature review of the key challenges for developing the structure of public health economic models," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(3), pages 289-298, April.
  51. Neil S. Grigg, 2019. "Water–Health Nexus: Modeling the Pathways and Barriers to Water-Related Diseases," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(1), pages 319-335, January.
  52. Brynle Owen & Andrew D Brown & Jill Kuhlberg & Lynne Millar & Melanie Nichols & Christina Economos & Steven Allender, 2018. "Understanding a successful obesity prevention initiative in children under 5 from a systems perspective," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-10, March.
  53. Ozgur M. Araz & Fernando A. Wilson & Jim P. Stimpson, 2020. "Complex systems modeling for evaluating potential impact of traffic safety policies: a case on drug-involved fatal crashes," Annals of Operations Research, Springer, vol. 291(1), pages 37-58, August.
  54. Shiell, Alan & Hawe, Penelope & Kavanagh, Shane, 2020. "Evidence suggests a need to rethink social capital and social capital interventions," Social Science & Medicine, Elsevier, vol. 257(C).
  55. Navarro, Andres & Tapiador, Francisco J., 2019. "RUSEM: A numerical model for policymaking and climate applications," Ecological Economics, Elsevier, vol. 165(C), pages 1-1.
  56. Hassmiller Lich, Kristen & Urban, Jennifer Brown & Frerichs, Leah & Dave, Gaurav, 2017. "Extending systems thinking in planning and evaluation using group concept mapping and system dynamics to tackle complex problems," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 254-264.
  57. Simon K Chiu & Louise Freebairn & Louise A Baur & L. Kurt Kreuger & Adam Skinner & Jo‐An Occhipinti, 2023. "Modeling distribution parameters in system dynamics: an application in childhood obesity," System Dynamics Review, System Dynamics Society, vol. 39(2), pages 103-124, April.
  58. Levy, David T. & Hyland, Andrew & Higbee, Cheryl & Remer, Lillian & Compton, Christine, 2007. "The role of public policies in reducing smoking prevalence in California: Results from the California Tobacco Policy Simulation Model," Health Policy, Elsevier, vol. 82(2), pages 167-185, July.
  59. Carvalho, Fatima L. & Fernandes, Silvia, 2022. "COVID-19 Impact on Tourism: The System Thinking Approach Applied to the Case of Portugal," Journal of Tourism, Sustainability and Well-being, Cinturs - Research Centre for Tourism, Sustainability and Well-being, University of Algarve, vol. 10(2), pages 75-87.
  60. Mingers, John & White, Leroy, 2010. "A review of the recent contribution of systems thinking to operational research and management science," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1147-1161, December.
  61. Hardcopf, Rick & Gonçalves, Paulo & Linderman, Kevin & Bendoly, Elliot, 2017. "Short-term bias and strategic misalignment in operational solutions: Perceptions, tendencies, and traps," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1004-1021.
  62. Chih-Tung Hsiao & Hui-Hua Huang, 2012. "A causal model for the development of long-term facilities: a case in Taiwan," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(2), pages 471-481, February.
  63. Mohammad Reza Davahli & Waldemar Karwowski & Redha Taiar, 2020. "A System Dynamics Simulation Applied to Healthcare: A Systematic Review," IJERPH, MDPI, vol. 17(16), pages 1-27, August.
  64. Halia Melnyk & Gennaro Di Tosto & Jonathan Powell & Ashish R. Panchal & Ann Scheck McAlearney, 2023. "Conflict in the EMS Workforce: An Analysis of an Open-Ended Survey Question Reveals a Complex Assemblage of Stress, Burnout, and Pandemic-Related Factors Influencing Well-Being," IJERPH, MDPI, vol. 20(10), pages 1-13, May.
  65. Priyanka Das & Santosh Shukla & Ashwin Bhagwat & Saurabh Purohit & Sanjay Dhir & Sushil & Harkabir Singh Jandu & Meenal Kukreja & Nitin Kothari & Saurabh Sharma & Shyamashree Das & Gunjan Taneja & Raj, 2023. "Modeling a COVID-19 Vaccination Campaign in the State of Madhya Pradesh, India," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 143-161, March.
  66. Langarudi, Saeed P. & Maxwell, Connie M. & Bai, Yining & Hanson, Austin & Fernald, Alexander, 2019. "Does Socioeconomic Feedback Matter for Water Models?," Ecological Economics, Elsevier, vol. 159(C), pages 35-45.
  67. Michaela Kaleta & Jana Lasser & Elma Dervic & Liuhuaying Yang & Johannes Sorger & D. Ruggiero Lo Sardo & Stefan Thurner & Alexandra Kautzky-Willer & Peter Klimek, 2022. "Stress-testing the resilience of the Austrian healthcare system using agent-based simulation," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
  68. Ayşegül Tuş Işık, 2021. "The Decision-Making Approach Based on the Combination of Entropy and Rov Methods for the Apple Selection Problem," European Journal of Interdisciplinary Studies Articles, Revistia Research and Publishing, vol. 3, May - Aug.
  69. YongChan Kim & Min Jae Park & Erdal Atukeren, 2020. "Healthcare and Welfare Policy Efficiency in 34 Developing Countries in Asia," IJERPH, MDPI, vol. 17(13), pages 1-21, June.
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