Technology Transitions, Artificial Intelligence and Impact on Work


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My research theme centers on how information tools and technologies shape real work—especially in safety-critical settings—and how we can design better systems that support cognitive work, coordination, and decision making.Beginning with field studies of emergency departments transitioning from manual whiteboards to electronic patient tracking systems, I showed that digitization often reproduces the form of familiar tools while unintentionally stripping away key functions—such as shared sensemaking, team communication, and “workflow visibility.” Building on this foundation, I developed and evaluated redesigned health IT using simulation-based methods to study workload and situation awareness under realistic interruptions and high-traffic conditions. This line of work expanded into a broader information-oriented model of cognitive work: tracing how information is created, transformed, shared, and consumed across complex systems (e.g., discharge processes and EHR documentation), and revealing persistent gaps between what documentation creators record and what downstream clinicians need. Across projects, the goal is consistent: generate evidence and design principles for information systems that make work safer, more coordinated, and more resilient—by supporting the work process, not just the end products. I highlight some of the recent and relevant projects in this research theme.

Relevant Projects

Assuring Medication Safety in K-12 Schools: Implementing and Evaluating the Electronic School Medication Administration Record (eSMAR) System, In collaboration with Dr. Amany Farag, University of Iowa. Role: Co-investigator. Students: Prajina Edayath.

Goals: The main goal of this project is to iteratively develop, evaluate, and implement a technology assisted medication administration system to help school nurses and unlicensed assistive personnel to administer medications in schools safely and effectively.

FW-HTF-P: Office Work in the AI Age, National Science Foundation, Role: PI. Students: Valerie Boksa (Janni).

Goals: The major goals of this project are to understand how AI will change the content and nature of office work.

Usability and Accessibility of COVID-19 Public Health Webpages, In collaboration with Dr. Arunkumar Pennathur, Dr. Momenipour, Dr. Murillo and Mr. Brandon Murphy. Students: Brandon Murphy

Goals: In this project, our goal was to understand whether state public health agencies were usable and accessible for seeking information about COVID-19.

Development of electronic referral templates to improve communication during transfers to pediatric ICU, In collaboration with Dr. Christina Cifra Role: Collaborator

Goals: This project focuses on communication during interfacility transfers.

Usability of Smart Infusion Pumps, In collaboration with Laura Cullen. Students: Amelia Klarich, Chris Reichlen, Thomas Noonan and Barbara St. Marie.

Goals: In the human factors in healthcare course I taught multiple times at the University of Iowa and once at UTEP was designed for students to work on real-world healthcare problems in safety and quality improvement. As part of my human factors in healthcare course in Spring 2018, students evaluated a smart pump for usability issues and collected observational and usability data.

Technology, Cognitive Work and Patient Safety: An Information-Oriented Model, Role: PI

Goals: My project focuses on understanding how, why and what information people create, use and share in a system to facilitate goal achievement and work performance, and how designers can effectively use that knowledge about people’s interaction with information for designing information systems.

Transition from Manual Artifacts to Electronic Systems and Design of Information Systems to Support Worker Needs

In my early work during my doctoral studies, I attempted to understand the changes in transitioning from simple manual tools such as whiteboards to electronic technologies like patient tracking systems. In addition to contributing to knowledge on how technology transitions impact healthcare work systems, when I was at the University at Buffalo, we endeavored to develop usable technology systems for healthcare and tested the systems with feedback from health care providers. 

Publications


Heuristic evaluations of back-support, shoulder-support, handgrip-strength support, and sit-stand-support exoskeletons using universal design principles


Alejandra Martinez, Laura Tovar, Carla Irigoyen Amparan, Karen Gonzalez, Prajina Edayath, Priyadarshini Pennathur, Arunkumar Pennathur

IISE transactions on occupational ergonomics and human factors, vol. 13, Taylor \& Francis, 2025, pp. 18--31


Accessibility evaluation of state public health department dashboards during the COVID-19 pandemic


Karen Gonzalez, Amir Momenipour, Arunkumar Pennathur, Priyadarshini Pennathur

2024 IISE Annual Conference and Expo, IISE, 2024


Development and evaluation of I-PASS-to-PICU: A standard electronic template to improve referral communication for interfacility transfers to the pediatric ICU


Nehal R Parikh, Leticia S Francisco, Shilpa C Balikai, Mitchell A Luangrath, Heather R Elmore, Jennifer Erdahl, Aditya Badheka, Madhuradhar Chegondi, Christopher P Landrigan, Priyadarshini Pennathur, others

The Joint Commission Journal on Quality and Patient Safety, vol. 50, Elsevier, 2024, pp. 338--347


Evaluating accessibility conformance of state public health agencies' websites during the COVID-19 pandemic


Arunkumar Pennathur, Amirmasoud Momenipour, Brandon Murphy, Priyadarshini Pennathur

International Journal of Human Factors and Ergonomics, vol. 11, Inderscience Publishers (IEL), 2024, pp. 223--244


The future of office and administrative support occupations in the era of artificial intelligence: A state of the art review and future research directions


Priyadarshini R Pennathur, Valerie Boksa, Arunkumar Pennathur, Andrew Kusiak, Beth A Livingston

International Journal of Industrial Ergonomics, vol. 104, Elsevier, 2024, p. 103665


Future of Office Work: Thematic Indicators from a Bibliometric Analysis


Valerie Boksa, Andrew Kusiak, Beth Livingston, Arunkumar Pennathur, Priyadarshini Pennathur

IISE Annual Conference and Expo, IISE, 2023


Patient- and Family-Centered Outcomes During Inter-facility Transfer of Critically Ill Children to the Pediatric Intensive Care Unit.


Stucky C, Scherer A, Badheka A, Balikai SC, Chegondi M, Luangrath MA, Parikh NR, Pennathur PR, Reisinger HS, Cifra CL

Poster presentation at the American Academy of Pediatrics National Conference and Exhibition, Washington, DC, 2023


Reporting Outcomes of Pediatric Intensive Care Unit Patients to Referring Physicians via an Electronic Health Record-Based Feedback System


Christina L Cifra, Cody R Tigges, Sarah L Miller, Nathaniel Curl, Christopher D Monson, Kimberly C Dukes, Heather S Reisinger, Priyadarshini R Pennathur, Dean F Sittig, Hardeep Singh

Applied clinical informatics, vol. 13, Georg Thieme Verlag KG, 2022, pp. 495--503


Usability of smart infusion pumps: A heuristic evaluation


Amelia Klarich, Thomas Z Noonan, Chris Reichlen, St Marie J Barbara, Laura Cullen, Priyadarshini R Pennathur

Applied ergonomics, vol. 98, Elsevier, 2022, p. 103584


Electronic Health Record Re-access by Emergency Department Clinicians after Critically Ill Children are Admitted to the Pediatric Intensive Care Unit


Cifra C.L., Westlund E., Tigges C.R., Miller S.L., Gomez R.E., Pauley A.R., TenEyck P., Pennathur P.R., Sittig D.F., H. Singh

Society to Improve Diagnosis in Medicine Conference, 2021


Usability of state public health department websites for communication during a pandemic: A heuristic evaluation


Amirmasoud Momenipour, Salvador Rojas-Murillo, Brandon Murphy, Priyadarshini Pennathur, Arunkumar Pennathur

International journal of industrial ergonomics, vol. 86, Elsevier, 2021, p. 103216


Whiteboards that work.


Pennathur P.R., Bisantz A.M., L. Schleelain

Deutsch E., Perry S., H. Gurnaney, Comprehensive Healthcare Simulation: Improving Healthcare Systems, Springer Nature, Switzerland AG, 2021, pp: 85-90


Balancing documentation and direct patient care activities: A study of a mature electronic health record system


Amirmasoud Momenipour, Priyadarshini R Pennathur

International journal of industrial ergonomics, vol. 72, Elsevier, 2019, pp. 338--346


A qualitative investigation of healthcare workers’ strategies in response to readmissions


Priyadarshini R Pennathur, Brennan S Ayres

BMC health services research, vol. 18, BioMed Central, 2018, p. 138


Usability evaluation and implementation of a health information technology dashboard of evidence-based quality indicators


Mark Christopher Schall Jr, Laura Cullen, Priyadarshini Pennathur, Howard Chen, Keith Burrell, Grace Matthews

CIN: Computers, Informatics, Nursing, vol. 35, LWW, 2017, pp. 281--288


Adapting telemonitoring technology use for older adults: a pilot study


Kristine Williams, Priya Pennathur, Ann Bossen, Alexander Gloeckner

Research in gerontological nursing, vol. 9, SLACK Incorporated Thorofare, NJ, 2016, pp. 17--23


Aligning complex processes and electronic health record templates: a quality improvement intervention on inpatient interdisciplinary rounds


Hilary J Mosher, Daniel T Lose, Russell Leslie, Priyadarshini Pennathur, Peter J Kaboli

BMC health services research, vol. 15, BioMed Central London, 2015, p. 265


Information Modeling for Cognitive Work in a Health Care System


Pennathur P. R.

Bisantz A., Burns C., Fairbanks R., Cognitive Systems Engineering in Health Care, CRC Press, Taylor and Francis Group, Boca Raton, FL, 2014, pp. 97-127


Following the trail: understanding information flow in the emergency department


Priyadarshini R Pennathur, Ann M Bisantz, Rollin J Fairbanks, Colin G Drury, Li Lin

Cognition, technology \& work, vol. 16, Springer London London, 2014, pp. 565--584


An information trail model for capturing human behaviour in artefact creation and use in complex work systems


Priyadarshini R Pennathur

Theoretical Issues in Ergonomics Science, vol. 14, Taylor \& Francis Group, 2013, pp. 311--329


Emergency department patient-tracking system evaluation


Priyadarshini R Pennathur, Dapeng Cao, Ann M Bisantz, Li Lin, Rollin J Fairbanks, Robert L Wears, Shawna J Perry, Theresa K Guarrera, Jennifer L Brown, Zheng Sui

International Journal of Industrial Ergonomics, vol. 41, Elsevier, 2011, pp. 360--369


Emergency department status boards: A case study in information systems transition


Ann M Bisantz, Priyadarshini R Pennathur, Theresa K Guarrera, Rollin J Fairbanks, Shawna J Perry, Frank Zwemer, Robert L Wears

Journal of Cognitive Engineering and Decision Making, vol. 4, SAGE Publications Sage CA: Los Angeles, CA, 2010, pp. 39--68


Development of a simulation environment to study emergency department information technology


Priyadarshini R Pennathur, Dapeng Cao, Zheng Sui, Li Lin, Ann M Bisantz, Rollin J Fairbanks, Theresa K Guarrera, Jennifer L Brown, Shawna J Perry, Robert L Wears

Simulation in Healthcare, vol. 5, LWW, 2010, pp. 103--111


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