Data-driven methods distort optimal cutoffs and accuracy estimates of depression screening tools: a simulation study using individual participant data

Parash Mani Bhandari, Brooke Levis, Dipika Neupane, Scott B. Patten, Ian Shrier, Brett D. Thombs, Andrea Benedetti, Ying Sun, Chen He, Danielle B. Rice, Ankur Krishnan, Yin Wu, Marleine Azar, Tatiana A. Sanchez, Matthew J. Chiovitti, Nazanin Saadat, Kira E. Riehm, Mahrukh Imran, Zelalem Negeri, Jill T. Boruff, Pim Cuijpers, Simon Gilbody, John P.A. Ioannidis, Lorie A. Kloda, Roy C. Ziegelstein, Liane Comeau, Nicholas D. Mitchell, Marcello Tonelli, Simone N. Vigod, Franca Aceti, Rubén Alvarado, Cosme Alvarado-Esquivel, Muideen O. Bakare, Jacqueline Barnes, Amar D. Bavle, Cheryl Tatano Beck, Carola Bindt, Philip M. Boyce, Adomas Bunevicius, Tiago Castro e Couto, Linda H. Chaudron, Humberto Correa, Felipe Pinheiro de Figueiredo, Valsamma Eapen, Nicolas Favez, Ethel Felice, Michelle Fernandes, Barbara Figueiredo, Jane R.W. Fisher, Lluïsa Garcia-Esteve, Lisa Giardinelli, Nadine Helle, Louise M. Howard, Dina Sami Khalifa, Jane Kohlhoff, Zoltán Kozinszky, Laima Kusminskas, Lorenzo Lelli, Angeliki A. Leonardou, Michael Maes, Valentina Meuti, Sandra Nakić Radoš, Purificación Navarro García, Daisuke Nishi, Daniel Okitundu Luwa E-Andjafono, Susan J. Pawlby, Chantal Quispel, Emma Robertson-Blackmore, Tamsen J. Rochat, Heather J. Rowe, Deborah J. Sharp, Bonnie W.M. Siu, Alkistis Skalkidou, Alan Stein, Robert C. Stewart, Kuan-Pin Su, Inger Sundström-Poromaa, Meri Tadinac, S. Darius Tandon, Iva Tendais, Pavaani Thiagayson, Annamária Töreki, Anna Torres-Giménez, Thach D. Tran, Kylee Trevillion, Katherine Turner, Johann M. Vega-Dienstmaier, Karen Wynter, Kimberly A. Yonkers

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DOI: 10.1016/j.jclinepi.2021.03.031
Published: 2021-09
Container: Journal of Clinical Epidemiology
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.jclinepi.2021.03.031,
title = {Data-driven methods distort optimal cutoffs and accuracy estimates of depression screening tools: a simulation study using individual participant data},
author = {Parash Mani Bhandari and Brooke Levis and Dipika Neupane and Scott B. Patten and Ian Shrier and Brett D. Thombs and Andrea Benedetti and Ying Sun and Chen He and Danielle B. Rice and Ankur Krishnan and Yin Wu and Marleine Azar and Tatiana A. Sanchez and Matthew J. Chiovitti and Nazanin Saadat and Kira E. Riehm and Mahrukh Imran and Zelalem Negeri and Jill T. Boruff and Pim Cuijpers and Simon Gilbody and John P.A. Ioannidis and Lorie A. Kloda and Roy C. Ziegelstein and Liane Comeau and Nicholas D. Mitchell and Marcello Tonelli and Simone N. Vigod and Franca Aceti and Rubén Alvarado and Cosme Alvarado-Esquivel and Muideen O. Bakare and Jacqueline Barnes and Amar D. Bavle and Cheryl Tatano Beck and Carola Bindt and Philip M. Boyce and Adomas Bunevicius and Tiago Castro e Couto and Linda H. Chaudron and Humberto Correa and Felipe Pinheiro de Figueiredo and Valsamma Eapen and Nicolas Favez and Ethel Felice and Michelle Fernandes and Barbara Figueiredo and Jane R.W. Fisher and Lluïsa Garcia-Esteve and Lisa Giardinelli and Nadine Helle and Louise M. Howard and Dina Sami Khalifa and Jane Kohlhoff and Zoltán Kozinszky and Laima Kusminskas and Lorenzo Lelli and Angeliki A. Leonardou and Michael Maes and Valentina Meuti and Sandra Nakić Radoš and Purificación Navarro García and Daisuke Nishi and Daniel Okitundu Luwa E-Andjafono and Susan J. Pawlby and Chantal Quispel and Emma Robertson-Blackmore and Tamsen J. Rochat and Heather J. Rowe and Deborah J. Sharp and Bonnie W.M. Siu and Alkistis Skalkidou and Alan Stein and Robert C. Stewart and Kuan-Pin Su and Inger Sundström-Poromaa and Meri Tadinac and S. Darius Tandon and Iva Tendais and Pavaani Thiagayson and Annamária Töreki and Anna Torres-Giménez and Thach D. Tran and Kylee Trevillion and Katherine Turner and Johann M. Vega-Dienstmaier and Karen Wynter and Kimberly A. Yonkers},
year = {2021},
journal = {Journal of Clinical Epidemiology},
doi = {10.1016/j.jclinepi.2021.03.031},
url = {https://doi.org/10.1016/j.jclinepi.2021.03.031}
}

RIS

TY  - JOUR
TI  - Data-driven methods distort optimal cutoffs and accuracy estimates of depression screening tools: a simulation study using individual participant data
AU  - Parash Mani Bhandari
AU  - Brooke Levis
AU  - Dipika Neupane
AU  - Scott B. Patten
AU  - Ian Shrier
AU  - Brett D. Thombs
AU  - Andrea Benedetti
AU  - Ying Sun
AU  - Chen He
AU  - Danielle B. Rice
AU  - Ankur Krishnan
AU  - Yin Wu
AU  - Marleine Azar
AU  - Tatiana A. Sanchez
AU  - Matthew J. Chiovitti
AU  - Nazanin Saadat
AU  - Kira E. Riehm
AU  - Mahrukh Imran
AU  - Zelalem Negeri
AU  - Jill T. Boruff
AU  - Pim Cuijpers
AU  - Simon Gilbody
AU  - John P.A. Ioannidis
AU  - Lorie A. Kloda
AU  - Roy C. Ziegelstein
AU  - Liane Comeau
AU  - Nicholas D. Mitchell
AU  - Marcello Tonelli
AU  - Simone N. Vigod
AU  - Franca Aceti
AU  - Rubén Alvarado
AU  - Cosme Alvarado-Esquivel
AU  - Muideen O. Bakare
AU  - Jacqueline Barnes
AU  - Amar D. Bavle
AU  - Cheryl Tatano Beck
AU  - Carola Bindt
AU  - Philip M. Boyce
AU  - Adomas Bunevicius
AU  - Tiago Castro e Couto
AU  - Linda H. Chaudron
AU  - Humberto Correa
AU  - Felipe Pinheiro de Figueiredo
AU  - Valsamma Eapen
AU  - Nicolas Favez
AU  - Ethel Felice
AU  - Michelle Fernandes
AU  - Barbara Figueiredo
AU  - Jane R.W. Fisher
AU  - Lluïsa Garcia-Esteve
AU  - Lisa Giardinelli
AU  - Nadine Helle
AU  - Louise M. Howard
AU  - Dina Sami Khalifa
AU  - Jane Kohlhoff
AU  - Zoltán Kozinszky
AU  - Laima Kusminskas
AU  - Lorenzo Lelli
AU  - Angeliki A. Leonardou
AU  - Michael Maes
AU  - Valentina Meuti
AU  - Sandra Nakić Radoš
AU  - Purificación Navarro García
AU  - Daisuke Nishi
AU  - Daniel Okitundu Luwa E-Andjafono
AU  - Susan J. Pawlby
AU  - Chantal Quispel
AU  - Emma Robertson-Blackmore
AU  - Tamsen J. Rochat
AU  - Heather J. Rowe
AU  - Deborah J. Sharp
AU  - Bonnie W.M. Siu
AU  - Alkistis Skalkidou
AU  - Alan Stein
AU  - Robert C. Stewart
AU  - Kuan-Pin Su
AU  - Inger Sundström-Poromaa
AU  - Meri Tadinac
AU  - S. Darius Tandon
AU  - Iva Tendais
AU  - Pavaani Thiagayson
AU  - Annamária Töreki
AU  - Anna Torres-Giménez
AU  - Thach D. Tran
AU  - Kylee Trevillion
AU  - Katherine Turner
AU  - Johann M. Vega-Dienstmaier
AU  - Karen Wynter
AU  - Kimberly A. Yonkers
PY  - 2021
JO  - Journal of Clinical Epidemiology
DO  - 10.1016/j.jclinepi.2021.03.031
UR  - https://doi.org/10.1016/j.jclinepi.2021.03.031
ER  -

APA

Bhandari, P. M., Levis, B., Neupane, D., Patten, S. B., Shrier, I., Thombs, B. D., Benedetti, A., Sun, Y., He, C., Rice, D. B., Krishnan, A., Wu, Y., Azar, M., Sanchez, T. A., Chiovitti, M. J., Saadat, N., Riehm, K. E., Imran, M., Negeri, Z., Boruff, J. T., Cuijpers, P., Gilbody, S., Ioannidis, J. P., Kloda, L. A., Ziegelstein, R. C., Comeau, L., Mitchell, N. D., Tonelli, M., Vigod, S. N., Aceti, F., Alvarado, R., Alvarado-Esquivel, C., Bakare, M. O., Barnes, J., Bavle, A. D., Beck, C. T., Bindt, C., Boyce, P. M., Bunevicius, A., Couto, T. C. E., Chaudron, L. H., Correa, H., Figueiredo, F. P. D., Eapen, V., Favez, N., Felice, E., Fernandes, M., Figueiredo, B., Fisher, J. R., Garcia-Esteve, L., Giardinelli, L., Helle, N., Howard, L. M., Khalifa, D. S., Kohlhoff, J., Kozinszky, Z., Kusminskas, L., Lelli, L., Leonardou, A. A., Maes, M., Meuti, V., Radoš, S. N., García, P. N., Nishi, D., E-Andjafono, D. O. L., Pawlby, S. J., Quispel, C., Robertson-Blackmore, E., Rochat, T. J., Rowe, H. J., Sharp, D. J., Siu, B. W., Skalkidou, A., Stein, A., Stewart, R. C., Su, K., Sundström-Poromaa, I., Tadinac, M., Tandon, S. D., Tendais, I., Thiagayson, P., Töreki, A., Torres-Giménez, A., Tran, T. D., Trevillion, K., Turner, K., Vega-Dienstmaier, J. M., Wynter, K., & Yonkers, K. A. (2021). Data-driven methods distort optimal cutoffs and accuracy estimates of depression screening tools: a simulation study using individual participant data. Journal of Clinical Epidemiology. https://doi.org/10.1016/j.jclinepi.2021.03.031

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crossref · retrieved 2026-09-27T09:11:19.826Z