Publications

2022

Reducing Opioid Use Disorder and Overdose in the United States: A Dynamic Modeling Analysis

Stringfellow, Erin J; Lim, Tse Yang; Humphreys, Keith; DiGennaro, Catherine; Stafford, Celia; Beaulieu, Elizabeth; Homer, Jack; Wakeland, Wayne; Bearnot, Benjamin; McHugh, Kathryn R; Kelly, John; Glos, Lukas; Eggers, Sara; Kazemi, Reza; Jalali, Mohammad S

Reducing Opioid Use Disorder and Overdose in the United States: A Dynamic Modeling Analysis Journal Article

Science Advances, 8 (25), 2022.

Abstract | BibTeX

Identifying Key Risk Factors for Premature Discontinuation of Opioid Use Disorder Treatment in the United States: a Predictive Modeling Study

Stafford, Celia; Marrero, Wesley; Naumann, Rebecca B; Lich, Kristen Hassmiller; Wakeman, Sarah; Jalali, Mohammad S

Identifying Key Risk Factors for Premature Discontinuation of Opioid Use Disorder Treatment in the United States: a Predictive Modeling Study Journal Article

2022.

Abstract | Links | BibTeX

Modeling the Evolution of the U.S. Opioid Crisis for National Policy Development

Lim, Tse Yang; Stringfellow, Erin J; Stafford, Celia A; DiGennaro, Catherine; Homer, Jack B; Wakeland, Wayne; Eggers, Sara L; Kazemi, Reza; Glos, Lukas; Ewing, Emily G; Bannister, Calvin B; Humphreys, Keith; Throckmorton, Douglas C; Jalali, Mohammad S

Modeling the Evolution of the U.S. Opioid Crisis for National Policy Development Journal Article

PNAS, 119 (23), 2022.

Abstract | BibTeX

Identifying and Characterizing Medical Advice-Seekers on a Social Media Forum for Buprenorphine Use

Garcia, Gian-Gabriel P; Dehghanpoor, Ramin; Stringfellow, Erin J; Gupta, Marichi; Rochelle, Jillian; Mason, Elizabeth; Pujol, Toyya A; Jalali, Mohammad S

Identifying and Characterizing Medical Advice-Seekers on a Social Media Forum for Buprenorphine Use Journal Article

Int. J. Environ. Res. Public Health, 19 (10), pp. 6281, 2022.

Abstract | Links | BibTeX

Racial Disparities in Opioid Overdose Deaths in Massachusetts

Liao, Che-Yi; Garcia, Gian-Gabriel P; DiGennaro, Catherine; Jalali, Mohammad S

Racial Disparities in Opioid Overdose Deaths in Massachusetts Journal Article

JAMA Network Open, 2022.

BibTeX

Health-Related Quality of Life in Cancer Immunotherapy: A Systematic Perspective, Using Causal Loop Diagrams

Beaulieu, Elizabeth; Spanjaart, Anne; Roes, Ashley; Rachet, Bernard; Dalle, Stéphane; Kersten, Marie José; Maucort-Boulch, Delphine; Jalali, Mohammad S

Health-Related Quality of Life in Cancer Immunotherapy: A Systematic Perspective, Using Causal Loop Diagrams Journal Article

Quality of Life Research, 2022.

Abstract | BibTeX

The impacts of biosecurity measures on Campylobacter contamination in broiler houses and slaughterhouses in the Netherlands: A simulation modelling approach

Horvat, Andrijana ; Luning, Pieternel A; DiGennaro, Catherine ; Rommens, Edien ; van Daalen, Els ; Koene, Miriam ; Jalali, Mohammad S

The impacts of biosecurity measures on Campylobacter contamination in broiler houses and slaughterhouses in the Netherlands: A simulation modelling approach Journal Article

Food Control, 114 , 2022.

Abstract | Links | BibTeX

Alcohol and Opioid Use Impacts on Road Safety-related Outcomes: Systematic Review

Beaulieu, Elizabeth; Naumann, Rebecca B; Deveaux, Genevieve; Wang, Lindsay; Stringfellow, Erin; Lich, Kristen Hassmiller; Jalali, Mohammad S

Alcohol and Opioid Use Impacts on Road Safety-related Outcomes: Systematic Review Journal Article

Accident Analysis & Prevention, 2022.

Abstract | BibTeX

Social Vulnerability Increases Drug Poisoning Mortality in the United States: 2014-2018

Social Vulnerability Increases Drug Poisoning Mortality in the United States: 2014-2018 Unpublished

2022.

BibTeX

Readiness of Healthcare Providers for e-Hospitals: Cross-sectional Analysis in China

Li, Peiyi; Luo, Yunmei; Yu, Xuexin; Zeng, Zhi; Wen, Jin; Mason, Elizabeth; Li, Weimin; Jalali, Mohammad S

Readiness of Healthcare Providers for e-Hospitals: Cross-sectional Analysis in China Journal Article

BMJ Open, 2022.

Links | BibTeX

Opioid Overdose Decedent Characteristics during COVID-19

Garcia, Gian-Gabriel P; Stringfellow, Erin J; DiGennaro, Catherine; Poellinger, Nicole; Wood, Jaden; Wakeman, Sarah; Jalali, Mohammad S

Opioid Overdose Decedent Characteristics during COVID-19 Journal Article

2022.

Abstract | BibTeX

2021

Insights into vaccine hesitancy from systems thinking, Rwanda

Decouttere, Catherine; Banzimana, Stany; r a, P; Riet, Carla Van; Vandermeulen, Corinne; Mason, Elizabeth; Jalali, Mohammed S; Vandaele, Nico

Insights into vaccine hesitancy from systems thinking, Rwanda Journal Article

2021.

BibTeX

How Systems Respond to Policies: Unintended Consequences of COVID-19 Lockdown Policies in Thailand

Leerapan, Borwornsom; Kaewkamjornchai, Phanuwich S; Atun, Rifat A; Jalali, Mohammad S

How Systems Respond to Policies: Unintended Consequences of COVID-19 Lockdown Policies in Thailand Journal Article

2021.

BibTeX

A Systematic Review of Simulation Models to Track and Address the Opioid Crisis

Cerdá, M; Jalali, MS; Hamilton, A; Digennaro, C; Hyder, A; Santaella-Tenorio, J; Kaur, N; Wang, C; Keyes, KM

A Systematic Review of Simulation Models to Track and Address the Opioid Crisis Journal Article

2021.

Abstract | BibTeX

Evolution and Reproducibility of Simulation Modeling in Epidemiology and Health Policy over Half a Century

Jalali, Mohammad S; DiGennaro, Catherine; Guitar, Abby; Lew, Karen; Rahmandad, Hazhir

Evolution and Reproducibility of Simulation Modeling in Epidemiology and Health Policy over Half a Century Journal Article

Epidemiologic Reviews, 2021.

Abstract | Links | BibTeX

Weather, air pollution, and SARS-CoV-2 transmission: a global analysis

Xu, Ran; Rahmandad, Hazhir; Gupta, Marichi; DiGennaro, Catherine; Ghaffarzadegan, Navid; Jalali, Mohammad S

Weather, air pollution, and SARS-CoV-2 transmission: a global analysis Journal Article

Lancet Planetary Health, 2021.

Abstract | BibTeX

Economic Evaluation in Opioids Modeling: Systematic Review

Beaulieu, Elizabeth; DiGennaro, Catherine; Stringfellow, Erin; Connolly, Ava; Hamilton, Ava; Hyder, Ayaz; á, Magdalena Cerd; Keyes, Katherine M; Jalali, Mohammad S

Economic Evaluation in Opioids Modeling: Systematic Review Journal Article

Value in Health, 24 (2), pp. 158-173, 2021.

Abstract | Links | BibTeX

Community-based System Dynamics Modeling of Sensitive Public Health Issues: Maximizing Diverse Representation of Individuals with Personal Experiences

Deutsch, Arielle R; Lustfield, Rebecca; Jalali, Mohammad S

Community-based System Dynamics Modeling of Sensitive Public Health Issues: Maximizing Diverse Representation of Individuals with Personal Experiences Journal Article

2021.

Abstract | Links | BibTeX

Whether the Weather Will Help Us Weather the COVID-19 Pandemic: Using Machine Learning to Measure Twitter Users’ Perceptions

Gupta, Marichi; Bansal, Aditya; Jain, Bhav; Rochelle, Jillian; Oak, Atharv; Jalali, Mohammad S

Whether the Weather Will Help Us Weather the COVID-19 Pandemic: Using Machine Learning to Measure Twitter Users’ Perceptions Journal Article

International Journal of Medical Informatics, 145 , pp. 104340, 2021.

Abstract | Links | BibTeX

Data Needs in Opioid Systems Modeling: Challenges and Future Directions

Jalali, Mohammad S; Ewing, Emily; Bannister, Calvin B; Glos, Lukas; Eggers, Sara; Lim, Tse Yang; Stringfellow, Erin; Stafford, Celia; Pacula, Rosalie Liccardo; Jalal, Hawre; Kazemi-Tabriz, Reza

Data Needs in Opioid Systems Modeling: Challenges and Future Directions Journal Article

American Journal of Preventive Medicine, 60 (2), pp. e95-e105, 2021.

Abstract | Links | BibTeX

Changes in Characteristics of Drug Overdose Death Trends during the COVID-19 Pandemic

DiGennaro, Catherine; Garcia, Gian-Gabriel P; Stringfellow, Erin J; Wakeman, Sarah; Jalali, Mohammad S

Changes in Characteristics of Drug Overdose Death Trends during the COVID-19 Pandemic Journal Article

International Journal of Drug Policy, 2021.

Abstract | Links | BibTeX

Impact of Florida's Prescription Drug Monitoring Program on Fatal Vehicle Crashes: A Difference-in-Differences Approach

Tatar, Moosa; Jalali, Mohammad S; Tak, Hyo Jung; Chen, Li-Wu; Araz, Ozgur M; Wilson, Fernando A

Impact of Florida's Prescription Drug Monitoring Program on Fatal Vehicle Crashes: A Difference-in-Differences Approach Journal Article

Injury Prevention, 2021.

Abstract | BibTeX

2020

The opioid crisis: a contextual, social-ecological framework

Jalali, Mohammad S; Botticelli, Michael; Hwang, Rachael; Koh, Howard K; McHugh, Kathryn R

The opioid crisis: a contextual, social-ecological framework Journal Article

Health Research Policy and Systems, 18 (87), 2020.

Abstract | Links | BibTeX

Adoption of new medical technologies: The effects of insurance coverage vs continuing medical education

Namin, Amir T; Vahdat, Vahab; DiGennaro, Catherine; Amid, Roham; Jalali, Mohammad S

Adoption of new medical technologies: The effects of insurance coverage vs continuing medical education Journal Article

Health Policy and Technology, 9 (1), pp. 31-41, 2020.

Abstract | Links | BibTeX

Why Employees (Still) Click on Phishing Links: Investigation in Hospitals

Jalali, Mohammad S; Bruckes, Maike; Westmattelmann, Daniel; Schewe, Gerhard

Why Employees (Still) Click on Phishing Links: Investigation in Hospitals Journal Article

Journal of Medical Internet Research, 22 (1), pp. e16775, 2020.

Abstract | Links | BibTeX

Patients’ Perceptions of Barriers and Facilitators to the Adoption of e-Hospitals: Cross-sectional Study in Western China

Li, Peiyi; Luo, Yunmei; Yu, Xuexin; Wen, Jin; Mason, Elizabeth; Li, Weimin; Jalali, Mohammad S

Patients’ Perceptions of Barriers and Facilitators to the Adoption of e-Hospitals: Cross-sectional Study in Western China Journal Article

Journal of Medical Internet Research, 22 (6), pp. e17221, 2020.

Abstract | Links | BibTeX

Trends in Hospitalization Expenditures for Acute Exacerbations of COPD in Beijing from 2009 to 2017

Liang, L; Shang, Y; Xie, W; Shi, J; Tong, Z; Jalali, MS

Trends in Hospitalization Expenditures for Acute Exacerbations of COPD in Beijing from 2009 to 2017 Journal Article

International Journal of Chronic Obstructive Pulmonary Disease, (15), pp. 1165-1175, 2020.

Abstract | Links | BibTeX

How Telemedicine Integrated into China’s Anti-COVID-19 Strategies: Case from a National Referral Center

Li, Peiyi; Liu, Xiaoyu; Mason, Elizabeth; Hu, Guangyu; Zhou, Yongzhao; Li, Weimin; Jalali, Mohammad S

How Telemedicine Integrated into China’s Anti-COVID-19 Strategies: Case from a National Referral Center Journal Article

BMJ Health & Care Informatics, (27), pp. e100164, 2020.

Abstract | Links | BibTeX

Transparency Assessment of COVID-19 Models

Jalali, Mohammad S; DiGennaro, Catherine; Sridhar, Devi

Transparency Assessment of COVID-19 Models Journal Article

The Lancet Global Health, 8 (12), pp. E1459-E1460, 2020.

Abstract | Links | BibTeX

Telemedicine, Privacy, and Information Security in the Age of COVID-19

Jalali, Mohammad S; Landman, Adam; Gordon, William J

Telemedicine, Privacy, and Information Security in the Age of COVID-19 Journal Article

Journal of the American Medical Informatics Association, 2020.

Links | BibTeX

The opioid crisis: need for systems science research

Jalali, Mohammad S; Botticelli, Michael; Hwang, Rachael; Koh, Howard K; McHugh, Kathryn R

The opioid crisis: need for systems science research Journal Article

Health Research Policy and Systems, 18 (88), 2020.

Abstract | Links | BibTeX

Trends in Thyroid Surgery and Guideline-Concordant Care in the United States, 2007-2018

Toumi, Asmae; DiGennaro, Catherine; Vahdat, Vahab; Jalali, Mohammad S; Gazelle, Scott G; Chhatwal, Jagpreet; Kelz, Rachel R; Lubitz, Carrie C

Trends in Thyroid Surgery and Guideline-Concordant Care in the United States, 2007-2018 Journal Article

Thyroid, 2020.

Abstract | BibTeX

2019

The Internet of Things Promises New Benefits and Risks: A Systematic Analysis of Adoption Dynamics of IoT Products

Jalali, Mohammad S; Kaiser, Jessica P; Siegel, Michael; Madnick, Stuart

The Internet of Things Promises New Benefits and Risks: A Systematic Analysis of Adoption Dynamics of IoT Products Journal Article

IEEE Security and privacy, 17 (2), pp. 39-48, 2019.

Links | BibTeX

Health Care and Cybersecurity: Bibliometric Analysis of the Literature

Jalali, Mohammad S; Razak, Sabina; Gordon, William; Perakslis, Eric; Madnick, Stuart

Health Care and Cybersecurity: Bibliometric Analysis of the Literature Journal Article

Journal of Medical Internet Research, 21 (2), pp. e12644, 2019.

Abstract | Links | BibTeX

Dynamics of intervention adoption, implementation, and maintenance inside organizations: The case of an obesity prevention initiative

Jalali, Mohammad S; Rahmandad, Hazhir; Bullock, Sally Lawrence; Lee-Kwan, Seung Hee; Gittelsohn, Joel; Ammerman, Alice

Dynamics of intervention adoption, implementation, and maintenance inside organizations: The case of an obesity prevention initiative Journal Article

Social Science & Medicine, 224 , pp. 67-76, 2019.

Abstract | Links | BibTeX

The Adoption of New Medical Technologies: The Case of Customized Individually Made Knee Implants

Namin, Amir T; Jalali, Mohammad S; Vahdat, Vahab; Bedair, Hany S; O'Connor, Mary I; Kamarthi, Sagar; Isaacs, Jacqueline A

The Adoption of New Medical Technologies: The Case of Customized Individually Made Knee Implants Journal Article

Value in Health, 22 (4), pp. 423-430, 2019.

Abstract | Links | BibTeX

2018

Modeling and Estimating the Feedback Mechanisms among Depression, Rumination, and Stressors in Adolescents

Hosseinichimeh, Niyousha; Wittenborn, Andrea K; Rick, Jennifer; Jalali, Mohammad S; Rahmandad, Hazhir

Modeling and Estimating the Feedback Mechanisms among Depression, Rumination, and Stressors in Adolescents Journal Article

PLOS ONE, 13 (9), pp. e0204389, 2018.

Abstract | Links | BibTeX

Model-Based Policy Analysis to Mitigate Post-Traumatic Stress Disorder

Ghaffarzadegan, Navid; Larson, Richard C; Fingerhut, Henry; Jalali, Mohammad S; Ebrahimvandi, Alireza; Quaadgras, Anne; Kochan, Thomas

Model-Based Policy Analysis to Mitigate Post-Traumatic Stress Disorder Book Chapter

Policy Analytics, Modelling, and Informatics, 24 , pp. 387-406, Springer, 2018.

Abstract | Links | BibTeX

Minimization of Drug Shortages in Pharmaceutical Supply Chains: A Simulation-Based Analysis of Drug Recall Patterns and Inventory Policies

Azghandi, Rana; Griffin, Jacqueline; Jalali, Mohammad S

Minimization of Drug Shortages in Pharmaceutical Supply Chains: A Simulation-Based Analysis of Drug Recall Patterns and Inventory Policies Journal Article

Complexity, pp. 1-14, 2018.

Abstract | Links | BibTeX

EARS to Cyber Incidents in Health Care

Jalali, Mohammad; Russell, Bethany; Razak, Sabina; Gordon, William

EARS to Cyber Incidents in Health Care Journal Article

Journal of the American Medical Informatics Association, pp. 1-10, 2018.

Abstract | Links | BibTeX

Decision-Making and Biases in Cybersecurity Capability Development: Evidence from a Simulation Game Experiment

Jalali, Mohammad S; Siegel, Michael; Madnick, Stuart

Decision-Making and Biases in Cybersecurity Capability Development: Evidence from a Simulation Game Experiment Journal Article

Journal of Strategic Information Systems, 2018.

Abstract | Links | BibTeX

Cybersecurity in Hospitals: a Systematic, Organizational Perspective

Jalali, Mohammad S; Kaiser, Jessica P

Cybersecurity in Hospitals: a Systematic, Organizational Perspective Journal Article

Journal of Medical Internet Research, 20 (5), pp. e10059, 2018.

Abstract | Links | BibTeX

2017

Measuring Stakeholders' Perceptions of Cybersecurity for Renewable Energy Systems

Madnick, Stuart; Jalali, Mohammad S; Siegel, Michael; Lee, Yang; Strong, Diane; Wang, Richard; Ang, Wee Horng; Deng, Vicki; Mistree, Dinsha

Measuring Stakeholders' Perceptions of Cybersecurity for Renewable Energy Systems Proceeding

Springer Springer, 2017.

BibTeX

How Exposure to Different Opinions Impacts the Life Cycle of Social Media

Rad, Armin A; Jalali, Mohammad S; Rahmandad, Hazhir

How Exposure to Different Opinions Impacts the Life Cycle of Social Media Journal Article

Annals of Operations Research, 268 , pp. 63–91, 2017.

Abstract | Links | BibTeX

A Flexible Method for Aggregation of Prior Statistical Findings

Rahmandad, Hazhir; Jalali, Mohammad S; Paynabar, Kamran

A Flexible Method for Aggregation of Prior Statistical Findings Journal Article

PLOS ONE, 12 , pp. e0175111, 2017, (More info about GMA).

Abstract | Links | BibTeX

The Effects of Teams' Initial Characterizations of Interactions on Product Development Performance

Songhori, Mohsen Jafari; Jalali, Mohammad S; Terano, Takao

The Effects of Teams' Initial Characterizations of Interactions on Product Development Performance Proceeding

IEEE, 2017.

BibTeX

Dynamics of Implementation and Maintenance of Organizational Health Interventions

Jalali, Mohammad S; Rahmandad, Hazhir; Bullock, Sally Lawrence; Ammerman, Alice

Dynamics of Implementation and Maintenance of Organizational Health Interventions Journal Article

Int. J. Environ. Res. Public Health, 14 , pp. 917, 2017.

Abstract | Links | BibTeX

2016

Social influence in childhood obesity interventions: a systematic review

Jalali, MS; Sharafi-Avarzaman, Z; Rahmandad, H; Ammerman, A S

Social influence in childhood obesity interventions: a systematic review Journal Article

Obesity Reviews, 17 , pp. 820-832, 2016.

Abstract | Links | BibTeX

Preventive behaviors and perceptions of influenza vaccination among a university student population

Hashmi, Sahar; D'Ambrosio, Lisa; Diamond, David V; Jalali, Mohammad S; Finkelstein, Stan N; Larson, Richard C

Preventive behaviors and perceptions of influenza vaccination among a university student population Journal Article

Journal of Public Health, 38 (4), pp. 739–745, 2016.

Abstract | Links | BibTeX

Estimating the parameters of system dynamics models using indirect inference

Hosseinichimeh, Niyousha; Rahmandad, Hazhir; Jalali, Mohammad S; Wittenborn, Andrea K

Estimating the parameters of system dynamics models using indirect inference Journal Article

System Dynamics Review, 32 , pp. 156-180, 2016, ISBN: 0883-7066.

Abstract | Links | BibTeX

A Dynamic Model of Post-Traumatic Stress Disorder for Military Personnel and Veterans

Ghaffarzadegan, Navid; Ebrahimvandi, Alireza; Jalali, Mohammad S

A Dynamic Model of Post-Traumatic Stress Disorder for Military Personnel and Veterans Journal Article

PLOS ONE, 11 , pp. e0161405, 2016.

Abstract | Links | BibTeX

2015

Using the method of simulated moments for system identification

Jalali, Mohammad S; Rahmandad, Hazhir; Ghoddusi, Hamed

Using the method of simulated moments for system identification Book Chapter

pp. 39-69, 2015.

Links | BibTeX

Information diffusion through social networks: The case of an online petition

Jalali, Mohammad S; Ashouri, Armin; Herrera-Restrepo, Oscar; Zhang, Hui

Information diffusion through social networks: The case of an online petition Journal Article

Expert Systems with Applications, 44 , pp. 187–197, 2015.

Abstract | Links | BibTeX

2014

Public and health-professionals' misconceptions about the dynamics of body weight gain/loss

Abdel-Hamid, Tarek; Ankel, Felix; Battle-Fisher, Michele; Gibson, Bryan; Gonzalez-Parra, Gilberto; Jalali, Mohammad; Kaipainen, Kirsikka; Kalupahana, Nishan; Karanfil, Ozge; Marathe, Achla

Public and health-professionals' misconceptions about the dynamics of body weight gain/loss Journal Article

System Dynamics Review, 30 (1-2), pp. 58–74, 2014.

Abstract | Links | BibTeX

How individuals weigh their previous estimates to make a new estimate in the presence or absence of social influence

Jalali, Mohammad S

How individuals weigh their previous estimates to make a new estimate in the presence or absence of social influence Book Chapter

pp. 67-74, Springer, Cham, 2014.

Abstract | Links | BibTeX

Dynamics of Obesity Interventions inside Organizations

Jalali, Mohammad; Rahmandad, Hazhir; Bullock, Sally; Ammerman, Alice

Dynamics of Obesity Interventions inside Organizations Proceeding

System Dynamics Society, 2014.

BibTeX