Research
Peer-Reviewed Journal Articles
- Lester C, Rowell B, Zheng Y, Co Z, et al. Effect of uncertainty-aware artificial intelligence models on human reaction time and decision-making: A randomized controlled trial. JMIR Preprints. 30/07/2024:64902. DOI: 2196/preprints.64902. URL: https://preprints.jmir.org/preprint/64902
- Wasserman RL, Seger DL, Amato MG, Co Z, et al. Straight to the point: evaluation of a Point of Care Information (POCI) resource in answering disease-related questions. J Med Libr Assoc. 2024;112(1):13-21. doi:10.5195/JMLA.2024.1770
- Co Z, Classen DC, Cole JM, et al. How Safe are Outpatient Electronic Health Records? An Evaluation of Medication-Related Decision Support using the Ambulatory Electronic Health Record Evaluation Tool. Appl Clin Inform. 2023;14(5):981-991. doi:10.1055/s-0043-1777107
- Nuckols TK, Berdahl CT, Henreid A, Schnipper JL, Rauf A, Ko E, Nguyen A, Co Z, Fanikos J, Kim JH, Leang D, Matta L, Mulligan K, Ray A, Shane R, Wassef K, Pevnick JM, and the PHARM-DC Group. (In Press). Comprehensive Pharmacist-led Transitions-of-care Medication Management around Hospital Discharge Adds Modest Cost Relative to Usual Care: Time-and-Motion Cost Analysis. Inquiry. 2023;60:469580231218625. doi:10.1177/00469580231218625
- Co Z, Classen DC (2023) Pilot Results from the Ambulatory Electronic Health Record (EHR) Evaluation Tool: Lessons Learned. J Clin Res Med Volume 6(3): 1–2. DOI: 10.31038/JCRM.2023633
- Syrowatka A, Song W, Amato MG, Foer D, Edrees H, Co Z, Kuznetsova M, Dulgarian S, Seger DL, Simona A, Bain PA, Purcell Jackson G, Rhee K, Bates DW. Key use cases for artificial intelligence to reduce the frequency of adverse drug events: a scoping review. Lancet Digit Health. 2022;4(2):e137-e148. doi:10.1016/S2589-7500(21)00229-6
- Co Z, Holmgren AJ, Classen DC, et al. The Development and Piloting of the Ambulatory Electronic Health Record Evaluation Tool: Lessons Learned. Appl Clin Inform. 2021;12(1):153-163. doi:10.1055/s-0041-1722917
- Semanik, MG, Kleinschmidt, PC, Wright, A, Willett, DL, Dean, SM, Saleh, SN, Co, Z, Sampene, E, Buchanan, JR. Impact of a problem-oriented view on clinical data retrieval, J Am Med Inform Assoc., 2021;, ocaa332, https://doi.org/10.1093/jamia/ocaa332
- Levine, D.M., Lipsitz, S.R., Co, Z. et al. Derivation of a Clinical Risk Score to Predict 14-Day Occurrence of Hypoxia, ICU Admission, and Death Among Patients with Coronavirus Disease 2019. J GEN INTERN MED (2020). https://doi.org/10.1007/s11606-020-06353-5
- Co Z, Holmgren AJ, Classen DC, Newmark L, Seger DL, Danforth M, Bates DW. The tradeoffs between safety and alert fatigue: Data from a national evaluation of hospital medication-related clinical decision support. J Am Med Inform Assoc. 2020 Aug 1;27(8):1252-1258. doi: 10.1093/jamia/ocaa098. PMID: 32620948.
- Levine DM, Co Z, Newmark LP, Groisser AR, Holmgren AJ, Haas JS, Bates DW. Design and testing of a mobile health application rating tool. NPJ Digit Med. 2020 May 21;3:74. doi: 10.1038/s41746-020-0268-9. PMID: 32509971; PMCID: PMC7242452.
- Classen DC, Holmgren AJ, Co Z, Newmark LP, Seger D, Danforth M, Bates DW. National Trends in the Safety Performance of Electronic Health Record Systems From 2009 to 2018. JAMA Netw Open. 2020 May 1;3(5):e205547. doi: 10.1001/jamanetworkopen.2020.5547. PMID: 32469412; PMCID: PMC7260621.
- Holmgren AJ, Co Z, Newmark L, Danforth M, Classen D, Bates D. Assessing the safety of electronic health records: a national longitudinal study of medication-related decision support. BMJ Qual Saf. 2020 Jan;29(1):52-59. doi: 10.1136/bmjqs-2019-009609. Epub 2019 Jul 18. PMID: 31320497.
Poster and Oral Presentations
- Co Z, Classen DC, Danforth M, Bates DW. “Hospital Performance on Advanced Clinical Decision Support Areas in the Leapfrog Group’s 2022 CPOE Evaluation Tool”. Accepted at: AMIA 2024 Annual Symposium; November 2024; San Francisco, CA. Poster.
- Co Z, Classen DC, Cole JM, Bates DW. Characteristics of High Performance Hospitals in the Leapfrog Group’s 2022 CPOE Evaluation Tool. Presented at: Academy Health – Annual Research Meeting 2024; June 2024; Baltimore, MD
- Co Z, Newmark LP, Classen DC, Cole JM, Bates DW. Development and Piloting of a Human Factors Survey Based on I-MeDeSA through the Ambulatory EHR Evaluation Tool. Oral presentation presented at: AMIA 2022 Annual Symposium; November 2022; Washington, D.C.
- Co Z, Newmark LP, Classen DC, Seger DL, Danforth M, Bates DW. Healthcare System Performance on Unsafe Medication Orders in the 2019 CPOE Evaluation Tool. Poster presented at: AMIA 2021 Annual Symposium; November 2021; San Diego, CA
- Co Z, Classen DC, Pon B, Zimmer K, Seger DS, Cole JM, Bates DW. Pilot Results from the Ambulatory Flight Simulator Tool: Lessons Learned. Poster presented at: AMIA 2020 Virtual Annual Symposium; November 2020
- Co Z, Holmgren AJ, Newmark L, Seger D, Classen DC, Danforth M, Bates DW. Hospital Performance on Unsafe Medication Orders in the 2017-2018 CPOE Evaluation Tool. Poster presented at: AMIA 2019 Annual Symposium; November 2019; Washington D.C.
- Holmgren AJ, Co Z, Newmark L, Danforth M, Classen D, Bates D. Building Safer EHRs: Hospital Medication Order Safety Performance. Oral presentation at: AMIA 2019 Annual Symposium; November 2019; Washington D.C.
- Co Z, Holmgren AJ, Newmark L, Seger D, Classen DC, Danforth M, Bates DW. Variable Performance in the Computerized Physician Order Entry (CPOE) Tool: Areas for Improvement. Oral presentation at: The 7th International Jerusalem Conference on Health Policy; September 2019; Jerusalem, Israel
- Co Z, Seger D, Newmark L, Classen DC, Danforth M, De Silva L, Bates DW. Results from the 2017 CPOE Evaluation Tool: Areas for Improvement. Poster presented at: AMIA 2018 Annual Symposium; November 2018; San Francisco, CA.