{"id":19,"date":"2017-09-28T15:48:26","date_gmt":"2017-09-28T15:48:26","guid":{"rendered":"https:\/\/www.ise.ufl.edu\/alvarado\/?page_id=19"},"modified":"2024-09-25T15:53:06","modified_gmt":"2024-09-25T19:53:06","slug":"publications","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/alvarado\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"

Links to Research Profiles<\/h2>\n

Google Scholar<\/a>
\nResearch Gate<\/a><\/p>\n

Peer-Reviewed Journal Publications<\/h2>\n
    \n
  1. Lopes, J. M., Morales, C. C., Alvarado, M.<\/strong>, Melo, V. A. Z., Paiva, L. B., Dias, E. M., & Pardalos, P. M. (2022). \u201cOptimization Methods for Large-Scale Vaccine Supply Chains: A Rapid Review.\u201d\u00a0Annals of Operations Research<\/em>, 1-23. DOI: 1007\/s10479-022-04720-5<\/a><\/li>\n
  2. Karaca, M., Alvarado, M.,<\/strong> Reisi, M., Pardalos, P., Bihorac, A. (2022) \u201cFrequent Pattern Mining from Multivariate Time Series Data.\u201d Expert Systems with Applications<\/em>, 194(2022):116435. DOI: 1016\/j.eswa.2021.116435<\/a><\/li>\n
  3. Khatami, M., Alvarado, M.,<\/strong> Kong, N., Parikh, P., and Lawley, M. (2022) \u201cInpatient discharge planning under uncertainty.\u201d IISE Transactions<\/em>, 54(4), 332-347. DOI: 1080\/24725854.2021.1943764<\/a><\/li>\n
  4. Yang, S., Shih, Y. C. T., Huo, J., Mehta, H. J., Wu, Y., Salloum, R. G., Alvarado, M<\/strong>., et al. (2022) “Procedural complications associated with invasive diagnostic procedures after lung cancer screening with low-dose computed tomography.”\u00a0Lung Cancer<\/em>, 165, 141-144. DOI: https:\/\/doi.org\/10.1016\/j.lungcan.2021.12.020<\/a><\/li>\n
  5. Theis, R.P., Blackburn, K., Lipori, G., Harle, C.A., Alvarado, M.A.<\/strong>, Care, P.J., Zemon, N., Howard, A., Salloum, R.G., Shenkman, E.A., and the UF CTSI Learning Health System Program. (2021) \u201cImplementation Context for Assessing Social Determinants of Health in a Learning Health System: A Qualitative Study.\u201d Journal of Clinical and Translational Science<\/em>, 5(1), E201, 1-11. DOI: 1017\/cts.2021.842<\/a><\/li>\n
  6. Lahijanian, B. and Alvarado, M.<\/strong> (2021) \u201cCare Strategies for Reducing Hospital Readmissions using Stochastic Programming.\u201d Healthcare, <\/em>9(8), 940. DOI: 3390\/healthcare9080940<\/a><\/li>\n
  7. Giang, W., Alvarado, M.,<\/strong> Bland, E.L., Chen, J., and Colon-Morales, C. (2021) \u201cUser Interactions with Health Insurance Decision Aids: A User Study with Retrospective Think-Aloud.\u201d Journal of Medical Internet Research Human Factors<\/em>, 8(4), e27628. DOI: 2196\/27628<\/a><\/li>\n
  8. Orlovic, A., Alvarado, M.<\/strong>, Nash, S., Lawrence, A., and Escoto E. (2021) \u201cAnalysis of Demand Changes in a University Counseling Center Telehealth System.\u201d UF Journal of Undergraduate Research<\/em>, 23(1):1-17. PDF<\/a><\/li>\n
  9. Colon-Morales, C., Giang, W., Alvarado, M.<\/strong> (2021) \u201cInformed Decision-Making for Health Insurance Enrollment: A Review and Survey Study.\u201d JMIR Formative Research<\/em>, 5(8), e27477. DOI: 2196\/27477<\/a><\/li>\n
  10. Souza, D.L., Korzenowski, A.L. and Alvarado, M.M.<\/strong>, Sperafico, J.H., Ackermann, A.E.F., Mareth, T., and Scavarda, A.J. (2021) \u201cA Systematic Review on Lean Applications\u2019 in Emergency Departments\u201d Healthcare<\/em>,<\/em> 9(6):763. DOI: 3390\/healthcare9060763<\/a><\/li>\n
  11. Burns, P., Alvarado, M.<\/strong> (2020) “Discrete-Event Simulation for Mohs Micrographic Surgery.\u201d Journal of Simulation<\/em>, 1-15. DOI: 1080\/17477778.2020.1750315.<\/a><\/li>\n
  12. Magee, E., Karaca, M., Lawrence, A., Escoto, E., and Alvarado, M<\/strong>. (2019) \u201cMachine Learning Applied to Walk-In Demand Prediction for University Counseling Center.\u201d University of Florida Journal of Undergraduate Research<\/em>, 21(1): 1-11.[PDF]<\/a><\/li>\n
  13. Ejaz, I. , Alvarado, M.<\/strong>, Gautam, N., Gebraeel, N., and Lawley, M. (2019) \u201cAnalysis of a queueing system with a single-degrading server.\u201d IEEE Transactions on Automation Science and Engineering<\/em>, 16(4), 1750-1762. DOI: 1109\/TASE.2019.2893870.<\/a><\/li>\n
  14. Alvarado, M.<\/strong>, Cotton, T. G., Ntaimo, L., P\u00e9rez, E., & Carpentier, W. R. (2018). \u201cModeling and simulation of oncology clinic operations in discrete event system specification.\u201d\u00a0Simulation<\/em>,\u00a094<\/em>(2), 105-121. DOI: 10.1177\/0037549717708246<\/a> ( Editor’s Choice Paper February 2018 <\/strong>)<\/li>\n
  15. Alvarado, M.<\/strong>, & Ntaimo, L. (2018). \u201cChemotherapy appointment scheduling under uncertainty using mean-risk stochastic integer programming.\u201d\u00a0Health care management science<\/em>,\u00a021<\/em>(1), 87-104. DOI: 10.1007\/s10729-016-9380-4.<\/a>\u00a0(\u00a0Awarded 1st Place in 2017 INFORMS MIF Paper Competition\u00a0<\/strong>)<\/li>\n
  16. Alvarado, M., Foster, M., Gonzalez, P., Ortega, P., Kum, H., and Lawley, M. (2017) \u201cBarriers to implementation of remote health technologies for diabetes care: a systematic review.\u201d J Med Internet Res, 19(2):e28. 10.2196\/jmir.6382<\/a><\/li>\n
  17. Alvarado, M.,<\/strong> Ntaimo, L., Banerjee, B., and Kianfar, K. (2012) \u201cReducing pediatric medication errors: A survey and taxonomy.\u201d IIE Transactions on Healthcare Systems Engineering<\/em>, 2(2): 142-155. DOI: 10.1080\/19488300.2012.680799<\/a>.<\/li>\n<\/ol>\n

    Submitted To Refereed Journals<\/h2>\n
      \n
    1. Feng, H., Alvarado, M.<\/strong>, and Lawley, M. \u201cSequential Clinical Scheduling with Stochastic Patient Re-entrant: Case of Mohs Micrographic Surgery.\u201d (2021) Submitted to European Journal of Operations Research<\/em>, under 2nd review.<\/sup><\/li>\n
    2. Alvarado, M.<\/strong>, Basinger, K., Lahijanian, B., Karaca, M., and Alvarado, D. \u201cVideo Length Preference for Engineering Students: Case Study of a Flipped Software Course.” (2021) Submitted to Advances in Engineering Education<\/em>, under 2nd review.<\/sup><\/li>\n
    3. Alvarado, M.,<\/strong> Lahijanian, B., Zhang, Y., and Lawley, M. \u201cRational Penalty and Incentive Mechanisms for Hospital Readmissions.\u201d (2022) Submitted to Operations Research for Health Care<\/em>, under 1st review.<\/sup><\/li>\n<\/ol>\n

      Manuscripts In Preparation<\/h2>\n
        \n
      1. Karaca, M., Ranjan, C., Reisi, M., Alvarado, M.<\/strong>, and Pardalos, P. \u201cA SGT-based Method for Monitoring Discrete Sequence Processes.\u201d<\/li>\n
      2. Lahijanian, B. and Alvarado, M. <\/strong>\u201cMean-Risk Fenchel Decomposition for Two-Stage Stochastic Mixed-Integer Programming.\u201d<\/li>\n
      3. Trevena, W., Alvarado, M., <\/strong>and Zhong, X. \u201cA Survey of Neoteric Natural Language Processing Systems and Applications to Extracting Drug Discontinuation Events.\u201d<\/li>\n
      4. Alvarado, M.<\/strong> and Ntaimo, L. \u201cIntegrated simulation and optimization for oncology clinic operations.\u201d<\/li>\n
      5. Alvarado, M.<\/strong>, Basinger, K., Lahijanian, B., and Alvarado, D. \u201cActive-Learning in an Asynchronous Classroom: A Pilot Study among Engineering Students.”<\/li>\n
      6. Ejaz, I., Alvarado, M.<\/strong>, Gautam, N., Gebraeel, N., and Lawley, M. \u201cCondition-Based Maintenance of Queues with Stochastic Service Times and Degrading Servers.\u201d<\/li>\n
      7. Ntaimo, L., Alvarado, M.,<\/strong> and Lulli, G. \u201cFenchel disjunctive decomposition for mean-risk stochastic mixed-integer programs.\u201d<\/li>\n<\/ol>\n

        Conference Proceedings<\/h2>\n
          \n
        1. Basinger, K., Alvarado, D., Ortega, A. , and Alvarado, M.<\/strong> \u201cThe effect on perceived and performance learning outcomes from active online learning\u201d To appear in Proceedings of the 2022 ASEE Annual Conference<\/em>.<\/li>\n
        2. Basinger, K., Alvarado, D., Ortega, A. , Buzard, B., Hartless, D., Lahijanian, B., and Alvarado, M.<\/strong> \u201cCreating ACTIVE Learning in an Online Environment\u201d In Proceedings of the 2021 ASEE Annual Conference<\/em>, Virtual Conference, July 26-29, 2021. Pages 1-11. [PDF<\/a>].<\/li>\n
        3. Feng, H., Alvarado, M.<\/strong> \u201cA Simulation Study of Outpatient Surgery Clinic with Patient Re-entrance.\u201d Proceedings of the 2020 Winter Simulation Conference<\/em>, Orlando, FL, December 13-16, 2020. [PDF<\/a>].<\/li>\n
        4. Alvarado, M.<\/strong>, Basinger, K., Lahijanian, B., Alvarado, D. \u201cTeaching Simulation to Generation Z Engineering Students: Lessons Learned from Flipped Classroom Pilot Study.\u201d In Proceedings of the 2020 Winter Simulation Conference<\/em>, Orlando, FL, December 13-16, 2020. [PDF<\/a>].<\/li>\n
        5. Lahijanian, B., Basinger, K., Karaca, M., Alvarado, D., Buzard, B., and Alvarado, M.<\/strong> \u201cFlipped Classroom Video Engagement for Generation Z Engineering Students.\u201d In Proceedings of the 2020 IISE Annual Conference and Expo<\/em>, New Orleans, LA, Oct. 31-Nov. 3, 2020, accepted. [PDF<\/a>].<\/li>\n
        6. Colon, C., Giang, W., and Alvarado, M.<\/strong> \u201cEffectiveness of Health Enrollment Decision Aids\u201d. In Proceedings of the 2020 IISE Annual Conference and Expo<\/em>, New Orleans, LA, Oct. 31-Nov. 3, 2020, accepted. [PDF<\/a>].<\/li>\n
        7. Alvarado, M.<\/strong>, Basinger, K., Alvarado, D., Lahijanian, B., Buzard, B., Karaca, M. \u201cStrategies for Flipped Classroom Video Development: Educating Generation Z Engineering Students.\u201d In\u00a0Proceedings of the 2020 ASEE Annual Conference<\/em>, Virtual Conference, June 21-25, 2020. [PDF<\/a>].<\/li>\n
        8. Lahijanian, B., and Alvarado, M.<\/strong> \u201cHospital Readmissions Reduction Program: A Statistical Analysis\u201d. In Proceedings of the 2019 IISE Annual Conference and Expo<\/em>, Orlando, FL, May 18-21, 2019. Pages 1-6. [PDF<\/a>].<\/li>\n
        9. Alvarado, M.<\/strong>, Li, Y., and Lawley, M. \u201cHealthcare simulation tutorial: methods, challenges, and opportunities.\u201d In Proceedings of the Winter Simulation Conference (WSC), 2016 <\/em>(pp. 236-247). IEEE. [PDF<\/a>].<\/li>\n
        10. Alvarado, M.<\/strong>, Zhang, Y., and Lawley, M. \u201cHospital readmission reduction strategies using a penalty-incentive model.\u201d In Proceedings of the 2016 IIE Annual Conference and Expo, Anaheim, CA. <\/em>May 21-24, 2016. Paper no. 1596: 1-6. [PDF<\/a>].<\/li>\n
        11. Igbinoba, O., Ly, M., Alvarado, M.,<\/strong> Avnet, M., and Lawley, M. \u201cEnablers and barriers to remote health technologies: a stakeholder analysis.\u201d In Proceedings of the 2016 IIE Annual Conference and Expo, Anaheim, CA. <\/em>May 21-24, 2016. Paper no. 1425: 1-6. [PDF<\/a>].<\/li>\n
        12. Ly, M., Igbinoba, O., Alvarado, M.<\/strong>, Avnet, M., and Lawley, M. \u201cSocio-technical challenges to the adoptions of remote technologies in healthcare.\u201d In Proceedings of the 2016 Conference on Systems Engineering Research, Huntsville, AL. <\/em> 22-24, 2016. Pages 1-9. [PDF<\/a>].<\/li>\n
        13. Alvarado, M.<\/strong>, Cotton, T., and Ntaimo, L. \u201cA simulation and optimization approach to scheduling chemotherapy appointments.\u201d In Proceedings of the 2013 Interservice\/Industry Training, Simulation, and Education Conference, Orlando, FL. Dec. 1-5, 2013.<\/em> Paper no. 13029: 1-11. [PDF<\/a>].<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

          Links to Research Profiles Google Scholar Research Gate Peer-Reviewed Journal Publications Lopes, J. M., Morales, C. C., Alvarado, M., Melo, V. A. Z., Paiva, L. B., Dias, E. M., & Pardalos, P. M. (2022). \u201cOptimization Methods for Large-Scale Vaccine Supply Chains: A Rapid Review.\u201d\u00a0Annals of Operations Research, 1-23. DOI: 1007\/s10479-022-04720-5 Karaca, M., Alvarado, M., Reisi, […]<\/p>\n","protected":false},"author":1114,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-sidebar-none.php","meta":{"_acf_changed":false,"inline_featured_image":false,"_cbd_carousel_blocks":"[]","featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-19","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/pages\/19","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/users\/1114"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/comments?post=19"}],"version-history":[{"count":1,"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/pages\/19\/revisions"}],"predecessor-version":[{"id":680,"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/pages\/19\/revisions\/680"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/alvarado\/wp-json\/wp\/v2\/media?parent=19"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}