Handbook of augmented reality training design principles

L.G. Militello, C. Sushereba, & S. Ramachandran
Cambridge: Cambridge University Press, 2023

Perspectives on Cognitive Task Analysis: Historical Origins and Modern Communities of Practice

R.R. Hoffman & L.G. Militello
New York: Taylor and Francis, 2008

Naturalistic Decision Making and Macrocognition

J.M Schraagen, L.G. Militello, T. Ormerod, & R. Lipshitz (Eds.)
Hampshire: Ashgate, 2008

The Oxford Handbook of Expertise

Ward, P., Schraagen, J. M., Gore, J., & Roth, E. M. (Eds.).
Chapter 19: Incident-Based Methods for Studying Expertise. By: L.G. Militello, & S. Anders
Oxford University Press: Oxford, 2020

Cognitive Engineering Applications in Health Care

A.M. Bisantz, C.M. Burns, & R.J. Fairbanks (Eds.)
Chapter 2: The role of cognitive engineering in improving clinical decision support. By: A. Miller & L.G. Militello
New York: CRC Press, 2015

The Oxford Handbook of Cognitive Engineering

J.D. Lee & A. Kirlik (Eds.)
Chapter 15: Decision-Centered Design. By: L.G. Militello & G. Klein
Oxford: Oxford University Press, 2013

Advances in Design for Cross-Cultural Activities Part I

D. Schmorrow & D. Nicholson (Eds.)
Chapter 2: Methodology for developing the expert model: The case of the combat hunter. By: W.A. Ross, & L.G. Militello
New York: CRC Press, 2011

Expertise Out of Context

R. Hoffman (Ed.)
Chapter 7: Expert Apprentice Strategies. By: L.G Militello & L. Quill
New York: Lawrence Erlbaum, 2007

How Professionals Make Decisions

B. Brehemer, R. Lipshitz, & H. Montgomery (Eds.)
Chapter 23: The knowledge audit as an approach for cognitive task analysis. By: G. Klein & L.G. Militello
New Jersey: Lawrence Erlbaum, 2005

Advances in Human Performance and Cognitive Engineering Research

E. Salas (Ed.)
Chapter 4: Some guidelines for conducting cognitive task analysis. By: G. Klein & L.G. Militello
Bingley, UK: Emerald Group, 2002

Linking Expertise and Naturalistic Decision Making

E. Salas & G. Klein (Eds.)
Chapter 14: Representing Expertise. By: L.G. Militello
New Jersey: Lawrence Erlbaum, 2001

Task Analysis for Instructional Design

D.H. Jonassen, M. Tessmer, & WH. Hannum (Eds.)
Chapter 18: Critical Incident/Critical Decision Method. By: D. Jonassen, L.G. Militello, & B. Crandall
New Jersey: Lawrence Erlbaum, 1998

Peer-Reviewed Journal Articles

Alarcon, G. M., Militello, L. G., Ryan, P., Jessup, S. A., Calhoun, C. S., & Lyons, J. B. (2017). A descriptive model of computer code trustworthiness. Journal of Cognitive Engineering and Decision Making11(2), 107-121.

Allen, K. S., Danielson, E. C., Downs, S. M., Mazurenko, O., DiIulio, J., Salloum, R. G., Mamlin, B. W., & Harle, C. A. (2022). Evaluating a prototype clinical decision support tool for chronic pain treatment in primary care. Applied Clinical Informatics13(3), 602-611.

Bennett, K. B., Bryant, A., & Sushereba, C. (2018). Ecological interface design for computer network defense. The Journal of the Human Factors and Ergonomics Society, 60(5), 610-625.

DiIulio, J., Militello, L. G., Andraka-Christou, B. T., Cook, R. L., Hurley, R. W., Downs, S. M., Anders S., Mamlin, B. W., Danielson, E. C., & Harle, C. A. (2020). Factors that influence changes to existing chronic pain management plans. Journal of the American Board of Family Medicine. 33, 42-50. 

DiIulio, J., Militello, L. G., Klein, D. E. (2020). UAS integration in congested terminal airspace: Challenges posed to pilots. Journal of Unmanned Vehicle Systems. 8(2), 79-88.

Elkhadragy, N., Ifeachor, A. P., DiIulio, J. B., Arthur, K. J., Weiner, M., Militello, L. G., Glassman, P. A., Zillich, A. J., & Russ, A. L. (2019). Medication decision-making for patients with renal insufficiency in inpatient and outpatient care at a US Veterans Affairs Medical Centre: A qualitative, cognitive task analysis. BMJ Open, 9(5), 1-10 Best Paper Award for 2019, chosen from among the faculty of the Department of Pharmacy Practice, Purdue University.

Ernst, K. M., McComb, S. A., & Ley, C. (2018). Nurse‐to‐nurse shift handoffs on medical–surgical units: A process within the flow of nursing care. Journal of Clinical Nursing27(5-6), 1189-1201.

Ernst, K., McComb, S., & Ley, C. (2019). Examining medical-surgical nurse shift-to-shift handoffs to identify process, failures, and effects. IISE Transactions on Healthcare Systems Engineering9(2), 120-130.

Flanagan, M. E., Saleem, J. J., Militello, L. G., Russ, A. L., & Doebbeling, B. N. (2019). Paper-and computer-based workarounds to electronic health record use at three benchmark institutions. Journal of the American Medical Informatics Association. 20(e1), e59-66. 

Geis, G. L., Wheeler, D. S., Bunger, A., Militello, L. G., Taylor, R. G., Bauer, J. P., Byczkowski, T. L., Kerrey, B. T., & Patterson, M.D. (2018). A validation argument for a simulation-based training course centered on assessment, recognition and early management of pediatric sepsis. Simulation in Healthcare, 13, 16-26. 

Harle, C., Anders, S., Militello, L. G., Downs, S., Danielson, E., Mamlin, B., Robert, C., & Hurley, R. (2017). Developing clinical decision support for chronic pain by understanding clinician information needs during primary care visits. The Journal of Pain, 18(4, Suppl.), S50.

Klein, H. A., Lin, M. H., Miller, N. L., Militello, L. G., Lyons, J. B., & Finkeldey, J. G. (2019). Trust across culture and context. Journal of Cognitive Engineering and Decision Making13, 10-29. 

Klein, G., Borders, J., Newsome, E., Militello, L. G., & Klein, H. A. (2018). Cognitive skills training: lessons learned. Cognition, Technology and Work20(4), 681-687.


Lopez, C. E., Militello, L. G., Arbuckle, N. B., & Wolf, S. P. (2011). Improving the usability of electronic health records through decision-centered design. Journal of Cognitive Technology, 16(2), 45-52.

Militello, L. G., Hurley, R. W., Cook, R. L., Danielson, E., DiIulio, J., Downs, S. M., Anders, S., & Harle, C. A. (2020). Primary care clinicians’ beliefs and strategies for managing chronic pain in an era of a national opioid epidemic. Journal of General Internal Medicine, 35(12), 3542-3548.

Militello, L. G., Anders, S., Downs, S. M., DiIulio, J., Danielson, E. C., Hurley, R. W., & Harle, C. A. (2018). Understanding how primary care clinicians make sense of chronic pain. Cognition, Technology and Work, 20(4), 575-584. 

Militello, L. G., & Weiner, M. (2018). Preface to the special Issue on “The role of best practices in health care decision making”. Journal of Cognitive Engineering and Decision Making12(3), 175-177. 

Militello, L. G., Rattray, N. A., Flanagan, M. E., Franks, Z., Rehman, S., Gordon, H. S., Barach, P., & Frankel, R. M. (2018). “Workin’on our night moves”: How residents prepare for shift handoffs. The Joint Commission Journal on Quality and Patient Safety44(8), 485-493. 

Militello, L. G., Savoy, A., Porter, B., Flanagan, M., Wu, J., Adams, J., Rehman, S., Abbaszadegan, H., & Weiner, M. (2018). Hidden complexities in information flow between primary and specialty care clinics. Cognition, Technology and Work20(4), 565-574. 

Militello, L. G., DiIulio, J. B., Borders, M. R., Sushereba, C. E., Saleem, J. J., Haverkamp D, & Imperiale, T. F. (2017). Evaluating a modular decision support application for colorectal cancer screening. Applied Clinical Informatics, 8, 162-179. 

Militello, L. G., Saleem. J. J., Borders, M. R., Sushereba, C. E., Haverkamp, D., Wolf, S. P., & Doebbeling, B.N. (2016). Designing colorectal cancer screening decision support: A cognitive engineering enterprise. Journal of Cognitive Engineering and Decision Making, 10, 74-90.

Militello, L. G., Sushereba, C. E., Branlat, M., Bean, R., & Finomore, V. (2015). Designing for military pararescue: Naturalistic decision-making perspective, methods, and frameworks. Journal of Occupational and Organizational Psychology. 88(2), 251-272. 

Militello, L. G., Arbuckle, N. B., Saleem J. J., Patterson, E. S., Flanagan, M. E., Haggstrom, D. A., & Doebbeling, B. N. (2014). Sources of variation in primary care clinical workflow: Implications for the design of cognitive support. Health Informatics Journal, 20, 35-49. 

Militello, L. G., Dominguez, C. O., Lintern, G., & Klein, G. (2010). The role of cognitive systems engineering in the systems engineering design process. Systems Engineering, 13(3), 261-273. 

Militello, L. G., Patterson, E. S., Bowman, L., Wears, R. (2007). Information flow during crisis management: Challenges to coordination in the emergency operations Center. Cognition, Technology, and Work, 9, 25-31. 

Militello, L. G., Kyne, M. M., Klein, G., Getchell, K., & Thordsen, M. L. (1999). A synthesized model of team performance. International Journal of Cognitive Ergonomics, 3(2),131-158. 

Militello, L. G., & Hutton, R. J. B. (1998). Applied Cognitive Task Analysis (ACTA): A practitioner’s toolkit for understanding cognitive task demands. Ergonomics, 41 (11), 1618 -1641. 

Militello, L. G., & Lim, L. (1995). Patient assessment skills: Assessing early cues of necrotizing enterocolitis. The Journal of Perinatal & Neonatal Nursing, 9(2), 42-52. 

Nguyen, K. A., Militello, L. G., Ifeachor, A., Arthur, K. J., Glassman, P. A., Zillich, A. J., Weiner, M., & Russ-Jara, A. L. (2022). Strategies prescribers and pharmacists use to identify and mitigate adverse drug reactions in inpatient and outpatient care: A cognitive task analysis at a US Veterans Affairs Medical Center. BMJ Open, 12(2). 

Patterson, M. D., Militello, L. G., Bunger, A., Taylor, R. G., Wheeler, D. S., Klein, G., & Geis, G. L. (2016). Leveraging the critical decision method to develop simulation-based training for early recognition of sepsis. Journal of Cognitive Engineering and Decision Making, 10, 36-56. 

Patterson, E. S., Militello, L. G., Su, G., & Sarkar, U. (2016). Characterizing a naturalistic decision-making phenomenon: Loss of system resilience associated with implementation of new technology. Journal of Cognitive Engineering and Decision Making10(3), 229-243. 

Patterson, E. S., Doebbeling, B. N., Fung, C. H., Militello, L. G., Anders, S., & Asch, S. A. (2005). Identifying barriers to the effective use of clinical reminders:  Bootstrapping multiple methods. Journal of Biomedical Informatics, 38(3), 189-199. 

Rattray, N. A., Flanagan, M. E., Militello, L. G., Barach, P., & Frankel, R. M. (2021). The art of effective handoff communication among medical and surgery residents. Journal of Cognitive Engineering and Decision Making15(2-3), 66-82.

Rattray, N. A., Flanagan, M. E., Militello, L. G., Barach, P., Franks, Z., Ebright, P., Rehman, S. U., Gordon, H. S., & Frankel, R. M. (2019). “Do you know what I know?”: How communication norms and recipient design shape the content and effectiveness of patient handoffs. Journal of General Internal Medicine34(2), 264-271. 

Rattray, N. A., Ebright, P., Flanagan, M. E., Militello, L. G., Barach, P., Franks, Z., Rehman, S. U., Gordon, H. S., & Frankel, R. M. (2018). Content counts, but context makes the difference in developing expertise: a qualitative study of how residents learn end of shift handoffs. BMC Medical Education18, 249. 

Roth, E. M., Sushereba, C., Militello, L. G., DiIulio, J., & Ernst, K. (2019). Function allocation considerations in the era of human autonomy teaming. Journal of Cognitive Engineering and Decision Making, 13(4), 199-220. 

Russ-Jara, A. L., Luckhurst, C. L., Dismore, R. A., Arthur, K. L., Ifeachor, A. P., Militello, L. G., Glassman, P. A., Zillich, A. J., & Weiner, M. (2021). Care coordination strategies and barriers during medications safety incidents: A qualitative, cognitive task analysis. Journal of Internal Medicine36(8), 2212-2220.

Russ, A. L., Militello, L. G., Glassman, P. A., Arthur, K. J., Zillich, A. J., & Weiner, M. (2019). Adapting cognitive task analysis to investigate clinical decision making and medication safety incidents. Journal of Patient Safety, 15(3), 191-197. 

Russ, A. L., Fairbanks, R. J., Karsh, B. T., Militello, L. G., Saleem, J. J., & Wears, R. L. (2013). The science of human factors: separating fact from fiction. BMJ Quality & Safety, 22(10), 802-808. 

Russ, A. L., Militello, L. G., Saleem, J. J., Fairbanks, R. J., & Wears, R. L. (2013). Response to separating fact from opinion: A response to ‘the science of human factors: separating fact from fiction’. BMJ Quality & Safety, 22(11), 964-966. 

Saleem, J. J., Militello, L. G., Russ, A. L. & Wilck, N. R.  (2016).  The need for better integration between applied research and operations to advance health information technology. Healthcare: The Journal of Delivery Science and Innovation4(2), 80-83. 

Saleem, J. J., Haggstrom, D. A., Militello, L. G., Flanagan, M., Kiess, C. L., Arbuckle, N., & Doebbeling, B. N. (2011). Redesign of a computerized clinical reminder for colorectal cancer screening: A human-computer interaction evaluation. BMC Medical Information Decision Making, 11, 1-11. 

Saleem, J. J., Patterson, E. S., Militello, L. G., Anders, S., Falciglia, M., Wissman, J. A., Roth, E. M., & Asch, S. M. (2007). Impact of clinical reminder redesign on learnability, efficiency, usability, and workload for ambulatory clinic nurses. Journal of American Medical Information Association, 14(5), 632-640. 

Saleem J. J., Patterson E. S., Militello L. G., Render, M. L., Orshansky, G., & Asch, S. A. (2005). Exploring barriers and facilitators to the use of computerized clinical reminders. Journal of American Medical Information Association, 12(4), 438-447. 

Salloum, R. G., Bilello, L., Bian, J., DiIulio, J., Paz, L. G., Gurka, M. J., Gutierrez, M., Hurley, R. W., Jones, R. E., Martinez-Wittinghan, F., Marcial, L., Masri, L., McDonnell, C., Militello, L. G., Modave, F., Nguyen, K., Rhodes, B., Siler, K., Willis, D., & Harle, C. A. (2022). Study protocol for a type III hybrid effectiveness implementation trial to evaluate scaling interoperable clinical decision support for patient-centered chronic pain management in primary care. Implementation Science17, 1-13. 

Savoy, A., Militello, L. G., Patel, H., Flanagan, M. E., Russ, A. L., Daggy, J. K., Weiner, M., & Saleem, J. J. (2018). A cognitive system engineering design approach to improve the usability of electronic order forms for medical consultation. Journal of Biomedical Informatics85, 138-148. 

Snyder, M. E., Adeoye-Olatunde, O. A., Gernant, S. A., DiIulio, J., Jaynes, H. A., Doucette, W. R., & Russ-Jara, A. L. (2021). A user-centered evaluation of medication therapy management alerts for community pharmacists: Recommendations to improve usability and usefulness. Research in Social and Administrative Pharmacy17(8), 1433-1443.

Sushereba, C. E., Bennett, K. B., & Bryant, A. (2020). Visual displays for cyber network defense. Ergonomics63(2), 191-209.

Sushereba, C. E., Militello, L. G., Wolf, S., & Patterson, E. S. (2021). Use of augmented reality to train sensemaking in high-stakes medical environments. Journal of Cognitive Engineering and Decision Making15(2-3), 55-65.

Waterson. P. E., Robertson, M. M., Cooke, N. J. Militello, L. G., Roth, E. & Stanton, N. A. (2015). Defining the methodological challenges and opportunities for an effective science of sociotechnical systems and safety. Ergonomics, 58(4), 565-599.

Weiler, D. T., Lingg, A. J., Wilkins, D. M., Militello, L. G., & Werner, N. E. (2022). Exploring how caregivers for people living with dementia use strategies to overcome work system constraints. Applied Ergonomics101.