Skip to content
Prof. Samuel Nii Ardey CodjoeGet in touch

Publications

How well do covariates perform when adjusting for sampling bias in online COVID-19 research? Insights from multiverse analyses

Joyal-Desmarais, K., Stojanovic, J., Kennedy, E.B., Enticott, J.C., Boucher, V.G., Vo, H., Košir, U., Lavoie, K.L., Bacon, S.L., iCARE Study Team, Vally, Z., Granana, N., Losada, A.V., Boyle, J., Shawon, S.R., Dawadi, S., Teede, H., Kautzky-Willer, A., Dash, A., Cornelio, M.E., Karsten, M., Matte, D.L., Reichert, F., Abou-Setta, A., Aaron, S., Alberga, A., Barnett, T., Barone, S., Bélanger-Gravel, A., Bernard, S., Birch, L.M., Bondy, S., Booij, L., Da Silva, R.B., Bourbeau, J., Burns, R., Campbell, T., Carlson, L., Charbonneau, É., Corace, K., Drouin, O., Ducharme, F., Farhadloo, M., Falk, C., Fleet, R., Fournier, M., Garber, G., Gauvin, L., Gordon, J., Grad, R., Gupta, S., Hellemans, K., Herba, C., Hwang, H., Jedwab, J., Kakinami, L., Kim, S., Liu, J., Norris, C., Pelaez, S., Pilote, L., Poirier, P., Presseau, J., Puterman, E., Rash, J., Ribeiro, P.A.B., Sadatsafavi, M., Chaudhuri, P.S., Suarthana, E., Tse, S., Vallis, M., Caceres, N.B., Ortiz, M., Repetto, P.B., Lemos-Hoyos, M., Kassianos, A., Rod, N.H., Beraneck, M., Ninot, G., Ditzen, B., Kubiak, T., Codjoe, S., Kpobi, L., Laar, A., Skoura, T., Francis, D.L., Devi, N.K., Meitei, S., Nethan, S.T., Pinto, L., Saraswathy, K.N., Tumu, D., Lestari, S., Wangge, G., Byrne, M., Durand, H., McSharry, J., Meade, O., Molloy, G., Noone, C., Levine, H., Zaidman-Zait, A., Boccia, S., Hoxhaj, I., Paduano, S., Raparelli, V., Zaçe, D., Aburub, A., Akunga, D., Ayah, R., Barasa, C., Godia, P.M., Kimani-Murage, E.W., Mutuku, N., Mwoma, T., Naanyu, V., Nyamari, J., Oburu, H., Olenja, J., Ongore, D., Ziraba, A., Bandawe, C., Yim, L., Ajuwon, A., Shar, N.A., Usmani, B.A., Martínez, R.M.B., Creed-Kanashiro, H., Simão, P., Rutayisire, P.C., Bari, A.Z., Vojvodic, K., Nagyova, I., Bantjes, J., Barnes, B., Coetzee, B., Khagee, A., Mothiba, T., Roomaney, R., Swartz, L., Cho, J., Lee, M.g., Berman, A., Stattin, N.S., Fischer, S., Hu, D., Kara, Y., Şimşek, C., Üzmezoğlu, B., Isunju, J.B., Mugisha, J., Byrne-Davis, L., Griffiths, P., Hart, J., Johnson, W., Michie, S., Paine, N., Petherick, E., Sherar, L., Bilder, R.M., Burg, M., Czajkowski, S., Freedland, K., Gorin, S.S., Holman, A., Lee, J., Lopez, G., Naar, S., Okun, M., Powell, L., Pressman, S., Revenson, T., Ruiz, J., Sivaram, S., Thrul, J., Trudel-Fitzgerald, C., Yohannes, A., Navani, R., Ranakombu, K., Neto, D.H., Ben-Porat, T., Dragomir, A., Gagnon-Hébert, A., Gemme, C., Jamil, M., Käfer, L.M., Vieira, A.M., Tasbih, T., Woods, R., Yousefi, R., Roslyakova, T., Priesterroth, L., Edelstein, S., Snir, R., Uri, Y., Alyami, M., Sanuade, C., Crescenzi, O., Warkentin, K., Grinko, K., Angne, L., Jain, J., Mathur, N., Mithe, A., Nethan, S.

Journal article · European Journal of Epidemiology · 2022 · Peer reviewed

Read at the publisher (DOI)

Cited by 22 (from OpenAlex, as of 8 November 2026)

Cite this

APA

Joyal-Desmarais, K., Stojanovic, J., Kennedy, E. B., Enticott, J. C., Boucher, V. G., Vo, H., Košir, U., Lavoie, K. L., Bacon, S. L., Team, I. S., Vally, Z., Granana, N., Losada, A. V., Boyle, J., Shawon, S. R., Dawadi, S., Teede, H., Kautzky-Willer, A., Dash, A., … Nethan, S. (2022). How well do covariates perform when adjusting for sampling bias in online COVID-19 research? Insights from multiverse analyses. European Journal of Epidemiology, 37(12), 1233–1250. https://doi.org/10.1007/s10654-022-00932-y

Harvard

Joyal-Desmarais, K. et al. (2022) ‘How well do covariates perform when adjusting for sampling bias in online COVID-19 research? Insights from multiverse analyses’, European Journal of Epidemiology, 37(12), pp. 1233–1250. doi:10.1007/s10654-022-00932-y.

BibTeX

@article{joyaldesmarais2022how,
  author = {Joyal-Desmarais, K. and Stojanovic, J. and Kennedy, E.B. and Enticott, J.C. and Boucher, V.G. and Vo, H. and Košir, U. and Lavoie, K.L. and Bacon, S.L. and Team, iCARE Study and Vally, Z. and Granana, N. and Losada, A.V. and Boyle, J. and Shawon, S.R. and Dawadi, S. and Teede, H. and Kautzky-Willer, A. and Dash, A. and Cornelio, M.E. and Karsten, M. and Matte, D.L. and Reichert, F. and Abou-Setta, A. and Aaron, S. and Alberga, A. and Barnett, T. and Barone, S. and Bélanger-Gravel, A. and Bernard, S. and Birch, L.M. and Bondy, S. and Booij, L. and Da Silva, R.B. and Bourbeau, J. and Burns, R. and Campbell, T. and Carlson, L. and Charbonneau, É. and Corace, K. and Drouin, O. and Ducharme, F. and Farhadloo, M. and Falk, C. and Fleet, R. and Fournier, M. and Garber, G. and Gauvin, L. and Gordon, J. and Grad, R. and Gupta, S. and Hellemans, K. and Herba, C. and Hwang, H. and Jedwab, J. and Kakinami, L. and Kim, S. and Liu, J. and Norris, C. and Pelaez, S. and Pilote, L. and Poirier, P. and Presseau, J. and Puterman, E. and Rash, J. and Ribeiro, P.A.B. and Sadatsafavi, M. and Chaudhuri, P.S. and Suarthana, E. and Tse, S. and Vallis, M. and Caceres, N.B. and Ortiz, M. and Repetto, P.B. and Lemos-Hoyos, M. and Kassianos, A. and Rod, N.H. and Beraneck, M. and Ninot, G. and Ditzen, B. and Kubiak, T. and Codjoe, S. and Kpobi, L. and Laar, A. and Skoura, T. and Francis, D.L. and Devi, N.K. and Meitei, S. and Nethan, S.T. and Pinto, L. and Saraswathy, K.N. and Tumu, D. and Lestari, S. and Wangge, G. and Byrne, M. and Durand, H. and McSharry, J. and Meade, O. and Molloy, G. and Noone, C. and Levine, H. and Zaidman-Zait, A. and Boccia, S. and Hoxhaj, I. and Paduano, S. and Raparelli, V. and Zaçe, D. and Aburub, A. and Akunga, D. and Ayah, R. and Barasa, C. and Godia, P.M. and Kimani-Murage, E.W. and Mutuku, N. and Mwoma, T. and Naanyu, V. and Nyamari, J. and Oburu, H. and Olenja, J. and Ongore, D. and Ziraba, A. and Bandawe, C. and Yim, L. and Ajuwon, A. and Shar, N.A. and Usmani, B.A. and Martínez, R.M.B. and Creed-Kanashiro, H. and Simão, P. and Rutayisire, P.C. and Bari, A.Z. and Vojvodic, K. and Nagyova, I. and Bantjes, J. and Barnes, B. and Coetzee, B. and Khagee, A. and Mothiba, T. and Roomaney, R. and Swartz, L. and Cho, J. and Lee, M.g. and Berman, A. and Stattin, N.S. and Fischer, S. and Hu, D. and Kara, Y. and Şimşek, C. and Üzmezoğlu, B. and Isunju, J.B. and Mugisha, J. and Byrne-Davis, L. and Griffiths, P. and Hart, J. and Johnson, W. and Michie, S. and Paine, N. and Petherick, E. and Sherar, L. and Bilder, R.M. and Burg, M. and Czajkowski, S. and Freedland, K. and Gorin, S.S. and Holman, A. and Lee, J. and Lopez, G. and Naar, S. and Okun, M. and Powell, L. and Pressman, S. and Revenson, T. and Ruiz, J. and Sivaram, S. and Thrul, J. and Trudel-Fitzgerald, C. and Yohannes, A. and Navani, R. and Ranakombu, K. and Neto, D.H. and Ben-Porat, T. and Dragomir, A. and Gagnon-Hébert, A. and Gemme, C. and Jamil, M. and Käfer, L.M. and Vieira, A.M. and Tasbih, T. and Woods, R. and Yousefi, R. and Roslyakova, T. and Priesterroth, L. and Edelstein, S. and Snir, R. and Uri, Y. and Alyami, M. and Sanuade, C. and Crescenzi, O. and Warkentin, K. and Grinko, K. and Angne, L. and Jain, J. and Mathur, N. and Mithe, A. and Nethan, S.},
  title = {How well do covariates perform when adjusting for sampling bias in online COVID-19 research? Insights from multiverse analyses},
  journal = {European Journal of Epidemiology},
  year = {2022},
  volume = {37},
  number = {12},
  pages = {1233--1250},
  doi = {10.1007/s10654-022-00932-y}
}

Download BibTeX