TY - JOUR
T1 - Optimal Implementation of Intervention to Control the Self-harm Epidemic
AU - Kim, Byul Nim
AU - Masud, M. A.
AU - Kim, Yongkuk
N1 - Publisher Copyright:
© 2014.
PY - 2014/12/1
Y1 - 2014/12/1
N2 - Objectives: Deliberate self-harm (DSH) of a young person has been a matter of growing concern to parents and policymakers. Prevention and early eradication are the main interventional techniques among which prevention through reducing peer pressure has a major role in reducing the DSH epidemic. Our aim is to develop an optimal control strategy for minimizing the DSH epidemic and to assess the efficacy of the controls. Methods: We considered a deterministic compartmental model of the DSH epidemic and two interventional techniques as the control measures. Pontryagin's Maximum Principle was used to mathematically derive the optimal controls. We also simulated the model using the forward-backward sweep method. Results: Simulation results showed that the controls needed to be used simultaneously to reduce DSH successfully. An optimal control strategy should be adopted, depending on implementation costs for the controls. Conclusion: The long-term success of the optimum control depends on the implementation cost. If the cost is very high, the control could be used for a short term, even though it fails in the long run. The control strategy, most importantly, should be implemented as early as possible to attack a comparatively fewer number of addicted individuals.
AB - Objectives: Deliberate self-harm (DSH) of a young person has been a matter of growing concern to parents and policymakers. Prevention and early eradication are the main interventional techniques among which prevention through reducing peer pressure has a major role in reducing the DSH epidemic. Our aim is to develop an optimal control strategy for minimizing the DSH epidemic and to assess the efficacy of the controls. Methods: We considered a deterministic compartmental model of the DSH epidemic and two interventional techniques as the control measures. Pontryagin's Maximum Principle was used to mathematically derive the optimal controls. We also simulated the model using the forward-backward sweep method. Results: Simulation results showed that the controls needed to be used simultaneously to reduce DSH successfully. An optimal control strategy should be adopted, depending on implementation costs for the controls. Conclusion: The long-term success of the optimum control depends on the implementation cost. If the cost is very high, the control could be used for a short term, even though it fails in the long run. The control strategy, most importantly, should be implemented as early as possible to attack a comparatively fewer number of addicted individuals.
KW - Contagious social issue
KW - Deliberate self-harm
KW - Epidemiological model
KW - Optimal control
KW - Pontryagin's Maximal Principle
UR - http://www.scopus.com/inward/record.url?scp=84919639354&partnerID=8YFLogxK
U2 - 10.1016/j.phrp.2014.10.001
DO - 10.1016/j.phrp.2014.10.001
M3 - Article
AN - SCOPUS:84919639354
SN - 2210-9099
VL - 5
SP - 315
EP - 323
JO - Osong Public Health and Research Perspectives
JF - Osong Public Health and Research Perspectives
IS - 6
ER -