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DAN LIU

DAN LIU

Dr, PhD

Former affiliation
 https://orcid.org/0000-0002-1891-9352

Personal profile

Biography

Dan Liu is a Research Fellow in the Health Policy Team. She joined the team in 2015. She holds a Master Degree in Economics from Shanghai University of Finance and Economics and a PhD in Economics from DEFAP Graduate School in Public Economics, which is jointly founded by Catholic University of Milan and University of Milano-Biccoca. She has experience working at the World Health Organization.

Research interests

Dan’s research interests include health reforms; healthcare system and providers’ quality and competition; impact of public policy on health and behavior; incentives in public health.

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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  • 11 Article
  • 8 Discussion paper
  • 1 Commissioned report
  • 1 Working paper

  • AI-assisted teams outperform AI-led teams but not human-only teams in assessing research reproducibility in quantitative social science

    Brodeur, A., Valenta, D., Marcoci, A., Aparicio, J. P., Mikola, D., Barbarioli, B., Alexander, R., Deer, L., Stafford, T., Vilhuber, L., Bensch, G., Motoki, F., Abdelhady, M., Abdelmoula, Y., Baki, G. A., Aguirre, T., Aiyer, S., Akhtar, S., Akhtar, F. & Albada, M. R. & 252 others, Altman, M., Angenendt, D., Lari, Z. A., Tejada, J. A. D. L., Arana, D. R., Asanov, I., Noha, A.-M., Ashong, R., Auer, T., Bahamonde-Birke, F. J., Baker, B. J., Bartram, S. M., Bao, D., Batinovic, L., Batistoni, T., Beeder, M., Beland, L.-P., Bienz, C. G., Aryanto, C. B., Bolibaugh, C., Bonander, C., Bravo, R., Bronnikov, E., Bruns, S., Buliskeria, N., Caicedo-Silva, S., Calef, A., Arias, J. S. C., Alvarez, G. A. C., Caulker, S., Cepenas, S., Chatton, A., Chen, Z., Ewurum, N. C., Ciocîrlan, A.-B., Clouth, F. J., Collins, J., Cook, N., Cornejo, C., Craveiro, J., Créchet, J., Cui, J., Vayalabron, N. C., Czymara, C., Jaramillo, C. D. B., Datta, H., Denoo, L., Dhaliwal, A., Dhameja, N., Djemai, E., Dujeancourt, E., Dündar, U., Duprey, T., Eissa, Y., Fassi, Y. E., Fassi, I. E., Ellis, K., Elminejad, A., Elsherif, M., Emirmahmutoglu, A., Etingin-Frati, G., Eze, E., Dollbaum, J. F., Feld, J., Jaramillo, A. F. R., Fenig, G., Fernandes, V., Fiala, L., Fink, L., Firouzjaeiangalougah, M., Fish, S., Fitzgerald, J., Forshaw, R., Fortier-Chouinard, A., Fréget, L., Frese, J., Gabani, J., Gallegos, S., Gamill, M. C., Gáspár, A., Gauriot, R., Gavrilova, E., Geraldes, D., Cantone, G. G., Gibson, G., Goldschmitt, D., Gourdon-Kanhukamwe, A., Varda, A. G. D., Grigoryeva, I., Gugushvili, A., Fletcher, A. H. A., Habermann, F., Hablicsek, M., Haddad, J., Hall, J. D., Hammar, O., Hassouneh, M., Hausladen, C. I., Hendrikse, S. C. F., Hepplewhite, M., Ho, A. T. Y., Hogan-Hennessy, S., Howley, E., Huang, G., Hulstaert, H., Ilchovska, Z. G., Santamaria, P. J., Jakobsson, N., Jansson, J., Jarosz, E., Jebeli, H., Jiang, Y., Junaid, H., Kalluraya, R., Karim, S., Kelly, E., Kimel, E., Kingsuwankul, S., Klotzbücher, V., Krähmer, D., Krūminas, P., Kruus, N., Kujansuu, E., Kurz, C. F., Küster, S., Lee-Whiting, B., Lewandowski, F., Li, T., Li, R., Liu, D., Liu, J., Lo, H., Loter, K., Dias, F. M., Madan, C. R., Mäder, N., Mandas, M., Mantilla, C., Marcus, J., Fages, D. M., Martin, X., McWay, R., Medina-Gaspar, D., Meng, S., Meng, L., Merz, S., Miller, A. P., Mirabel, T., Mishra, D. D., Mishra, S., Moges, B. W., Mojarrad, M. M., Mohnen, M., Morin, L.-P., Muehlenbachs, L., Mullin, G., Musulan, A., Muzzì, S., Myers, J. A. C., Neubauer, F., Nguyen, T., Niazi, A., Nordstrom, A., Nowak, B., O’Habib, D., Ölkers, T., Ong, J., Castiblanco, V. O., Özak, Ö., Ozkes, A. I., Paaso, M., Pandey, S., Papazoglou, V., Penheiro, R., Pham, L., Phieler, U., Pütz, P., Qi, Q., Qiu, J., Rein, M. T., Reinstein, D. A., Repo, J., Rudolf, N., Saha, S., Saka, O., Saponaro, C., Sator, G., Schoenmakers, M., Seri, R., Shah, M., Sibille, P., Siemroth, C., Skavysh, V., Slater, B., Song, W., Staubli, S., Steindl, T., Waongo, N. S., Stott, P., Strobel, S., Sudhaharan, R., Sun, P., Swain, S. D., Talavera, O., Tantiangco, H. M., Tarasenko, G., Tarlinton, B., Tarraf, M., Teoh, K., Thériault, R., Thompson, B., Tian, T., Tian, W., Tolani, E., Borgen, N., Borgen, S. T., Torralba, J., Velez-Ospina, C., Mak, M. W., Wallrich, L., Wang, Z., Ward, L., Webb, M. D., Webb, D., Weber, B. S., Weber, C., Weng, W.-C., Westheide, C., Wilkinson, T., Wong, K.-Y., Wroński, M., Wu, Z., Wu, Q., Wu, V. Y., Xiao, B., Xu, F., Xu, C., Yadav, P., Chou, Y. Y., Yap, L., Yazbeck, M., Yao, B., Zagrodzka, Z., Zahra, T., Zaneva, M., Zhang, X., Zhao, Z., Zhong, H., Zirgulis, A., Zou, J., Zoutman, F. & Zozoungbo, C., 28 May 2026, In: Proceedings of the National Academy of Sciences of the United States of America. 123, 22, 11 p., e2524747123.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File

  • Comparing Human-Only, AI-Assisted, and AI-Led Teams on Assessing Research Reproducibility in Quantitative Social Science

    Brodeur, A., Valenta, D., Marcoci, A., Aparicio, J. P., Mikola, D., Barbarioli, B., Alexander, R., Deer, L., Stafford, T., Vilhuber, L., Bensch, G., Goldschmitt, D., Gourdon-Kanhukamwe, A., Varda, A. G. D., Grigoryeva, I., Gugushvili, A., Fletcher, A. H. A., Habermann, F., Hablicsek, M. & Haddad, J. & 243 others, Hall, J. D., Abdelhady, M., Hammar, O., Hassouneh, M., Hausladen, C. I., Hendrikse, S. C. F., Hepplewhite, M., Ho, A. T. Y., Hogan-Hennessy, S., Howley, E., Huang, G., Hulstaert, H., Abdelmoula, Y., Ilchovska, Z. G., Jakobsson, N., Jansson, J., Jarosz, E., Jebeli, H., Jiang, Y., Junaid, H., Kalluraya, R., Kelly, E., Kimel, E., Baki, G. A., Kingsuwankul, S., Klotzbücher, V., Krähmer, D., Krminas, P., Kruus, N., Kujansuu, E., Kurz, C. F., Küster, S., Lee-Whiting, B., Lewandowski, F., Aguirre, T., Li, T., Li, R., Liu, D., Liu, J., Lo, H., Loter, K., Dias, F. M., Madan, C. R., Mäder, N., Mandas, M., Aiyer, S., Marcus, J., Fages, D. M., Martin, X., McWay, R., Medina-Gaspar, D., Meng, S., Meng, L., Miller, A. P., Mirabel, T., Mishra, D. D., Akhtar, S., Mishra, S., Moges, B. W., Mojarrad, M. M., Mohnen, M., Morin, L.-P., Motoki, F., Muehlenbachs, L., Mullin, G., Musulan, A., Muzzì, S., Akhtar, F., Myers, J. A. C., Neubauer, F., Nguyen, T., Niazi, A., Nordstrom, A., Nowak, B., O'Habib, D., Ölkers, T., Ong, J., Castiblanco, V. O., Albada, M. R., Özak, Ö., Ozkes, A. I., Paaso, M., Pandey, S., Papazoglou, V., Penheiro, R., Pham, L., Phieler, U., Pütz, P., Qi, Q., Altman, M., Qiu, J., Reinstein, D. A., Repo, J., Rudolf, N., Saha, S., Saka, O., Saponaro, C., Sator, G., Schoenmakers, M., Seri, R., Angenendt, D., Shah, M., Sibille, P., Siemroth, C., Skavysh, V., Slater, B., Song, W., Staubli, S., Steindl, T., Waongo, N. S., Stott, P., Lari, Z. A., Strobel, S., Sudhaharan, R., Sun, P., Swain, S. D., Talavera, O., Tantiangco, H. M., Tarasenko, G., Tarlinton, B., Tarraf, M., Teoh, K., Tejada, J. A. D. L., Thériault, R., Thompson, B., Tian, T., Tian, W., Rein, M. T., Tolani, E., Borgen, N. T., Borgen, S. T., Torralba, J., Velez-Ospina, C., Asanov, I., Mak, M. W., Wallrich, L., Wang, Z., Ward, L., Webb, M. D., Webb, D., Weber, B. S., Weber, C., Weng, W.-C., Westheide, C., Noha, A.-M. A., Wilkinson, T., Wong, K.-Y., Wroński, M., Wu, Z., Wu, Q., Wu, V. Y., Xiao, B., Xu, F., Xu, C., Yadav, P., Ashong, R., Chou, Y. Y., Yap, L., Yazbeck, M., Zagrodzka, Z., Zahra, T., Zaneva, M., Zhang, X., Zhao, Z., Zhong, H., Zirgulis, A., Auer, T., Zou, J., Zoutman, F., Zozoungbo, C., Bahamonde-Birke, F. J., Baker, B. J., Bartram, S. M., Bao, D., Batinovic, L., Batistoni, T., Beeder, M., Beland, L.-P., Bienz, C., Aryanto, C. B., Bolibaugh, C., Bonander, C., Bravo, R., Brennan, K., Bronnikov, E., Bruns, S., Buliskeria, N., Caicedo-Silva, S., Calef, A., Caulker, S., Cepenas, S., Chatton, A., Chen, Z., Ewurum, N. C., Ciocîrlan, A.-B., Clouth, F. J., Collins, J., Cook, N., Cornejo, C., Craveiro, J., Cui, J., Vayalabron, N. C., Czymara, C., Jaramillo, C. D. B., Datta, H., Denoo, L., Dhaliwal, A., Dhameja, N., Djemai, E., Dujeancourt, E., Dündar, U., Duprey, T., Eissa, Y., Fassi, Y. E., Fassi, I. E., Ellis, K., Elminejad, A., Elsherif, M., Emirmahmutoglu, A., Etingin-Frati, G., Eze, E., Dollbaum, J. F., Victoria, J. F., Jaramillo, A. F. R., Fenig, G., Fernandes, V., Fiala, L., Fink, L., Fish, S., Fitzgerald, J., Forshaw, R., Fortier-Chouinard, A., Fréget, L., Frese, J., Gabani, J., Gallegos, S., Gamill, M. C., Gáspár, A., Gauriot, R., Gavrilova, E., Geraldes, D., Cantone, G. G. & Gibson, G., Jan 2025, s.l.: Institute for Replication (I4R).

    Research output: Working paper

  • Does the presence of general practitioners in emergency departments affect quality and safety in English NHS hospitals? A retrospective observational study

    Gaughan, J., Liu, D., Gutacker, N., Bloor, K., Doran, T. & Benger, J. R., 23 Feb 2022, In: BMJ Open. 12, 2, 7 p., e055976.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
View all 21 research outputs