Predictive monitoring using machine learning algorithms and a real-life example on schizophrenia

Autor: Leo C. E. Huberts, Ronald J. M. M. Does, Joran Lokkerbol, Bastian Ravesteijn

Publikováno v: Quality and Reliability Engineering International, 38(3), 1302-1317. John Wiley and Sons Ltd
Quality and Reliability Engineering International, 38(3), 1302-1317. John Wiley & Sons Ltd.

Predictive process monitoring aims to produce early warnings of unwanted events. We consider the use of the machine learning method extreme gradient boosting as the forecasting model in predictive monitoring. A tuning algorithm is proposed as the sig

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::552d47d78533fe22f0cacf63701925b5
https://doi.org/10.1002/qre.2957

Are frail elderly people in Europe high-need subjects? First evidence from the SPRINTT data

Autor: Thomas Rapp, Jonathan Sicsic, Bastian Ravesteijn

Publikováno v: Health Policy
Health Policy, Elsevier, 2020, 124 (8), pp.865-872. ⟨10.1016/j.healthpol.2020.05.009⟩
Health Policy, 124(8), 865-872. Elsevier Ireland Ltd

International audience; Physical frailty and sarcopenia (PF&S) has received growing attention in empirical models of health care use. However, few articles focused on objective measures of PF&S to assess the extent of care consumption among the frail

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0f33b1ea7cf0bb5a5fd4946b93f48899
https://halshs.archives-ouvertes.fr/halshs-02949571/document

The Impact of Later Tracking on Mortality by Parental Income in Finland

Autor: Hannu Vessari, Pekka Martikainen, Mauricio Avendano, Hans van Kippersluis, Eddy van Doorslaer, Bastian Ravesteijn

Publikováno v: SSRN Electronic Journal.

We investigate whether later educational tracking reduced the intergenerational persistence of socioeconomic disparities in mortality in Finland,where the tracking age was raised from 11 to 16 in the 1970s. We use a difference-in-differences approach

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a4f9b93e64c15d05899612ddc8970f1c
https://doi.org/10.2139/ssrn.2924537

Association of Cost Sharing With Mental Health Care Use, Involuntary Commitment, and Acute Care

Autor: Patrick P.T. Jeurissen, Aartjan T.F. Beekman, Richard Janssen, Bastian Ravesteijn, Eli B. Schachar

Publikováno v: JAMA Psychiatry, 74, 9, pp. 1-9
JAMA Psychiatry, 74(9), 1-9. American Medical Association
JAMA Psychiatry, 74(9), 932-939. American Medical Association
JAMA Psychiatry, 74, 1-9
Ravesteijn, B, Schachar, E B, Beekman, A T F, Janssen, R T J M & Jeurissen, P P T 2017, ' Association of Cost Sharing With Mental Health Care Use, Involuntary Commitment, and Acute Care ', JAMA Psychiatry, vol. 74, no. 9, pp. 932-939 . https://doi.org/10.1001/jamapsychiatry.2017.1847

Importance A higher out-of-pocket price for mental health care may lead not only to cost savings but also to negative downstream consequences.Objective To examine the association of higher patient cost sharing with mental health care use and downstre

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b0b4e96bc1e15cb59aed47693cdabb0b
https://doi.org/10.1001/jamapsychiatry.2017.1847

The Wear and Tear on Health: What is the Role of Occupation?

Autor: Bastian Ravesteijn, Hans van Kippersluis, Eddy van Doorslaer

Publikováno v: Health Economics
Health Economics (United Kingdom), 27(2), e69-e86. John Wiley & Sons Ltd.

Summary Health is well known to show a clear gradient by occupation. Although it may appear evident that occupation can affect health, there are multiple possible sources of selection that can generate a strong association, other than simply a causal

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ad1da9951f7e11d2a99f3b91e0869fd3
http://papers.tinbergen.nl/13143.pdf