Peer-Reviewed Journal Articles 

__ if supervising/mentoring student.

1. Das, S., Kutela, B., and Menon, N. (2023). Unlocking the Narrative: Using Text Mining to Reveal the Hidden Factors behind Suicide Related Traffic Crashes. Archives of Suicide Research doi: 10.1080/13811118.2023.2247026 

2. Barbour, N., Menon, N., and Mannering, F. (2021). A statistical assessment of work-from-home participation during different stages of the COVID–19 pandemic. Transportation Research Interdisciplinary Perspectives doi:10.1016/j.trip.2021.100441

3. Palaio, L., Vo, T., Maness, M., Bertini, R.L., and Menon, N. (2021). A Multi-City Investigation of the Effect of Holidays on Bikeshare System Ridership. Transportation Research Record doi:10.1177/03611981211019739

4. Staes, B., Menon, N., and Bertini, R.L (2021). Evaluating Transportation Network Performance During Emergency Evacuations: A Case Study of Hurricane Irma. Transportation Research Part D: Transport and Environment 95, 102841

5. Staes, B., Bertini, R.L., Menon, N., and Yuksel, E. (2021). Examining Freeway Bottleneck Features During a Mass Evacuation. Transportation Research Record 03611981211003588

6. Menon, N., Zhang, Y., Pinjari, A., and Mannering, F. (2020). A statistical analysis of consumers’ perceptions towards automated vehicles and their intended adoption. Transportation Planning and Technology, 43(3), 253-278

7. Barbour N., Menon, N., Zhang Y., and Mannering, F. (2019). Shared automated vehicles: A statistical analysis of consumer use likelihoods and concerns. Transport Policy, 80, 86-93

8. Menon, N., Barbour, N., Zhang, Y., Pinjari, A., and Mannering, F. (2018). Shared autonomous vehicles and their potential impacts on household vehicle ownership: An exploratory empirical assessment. International Journal of Sustainable Transportation, 13(2), 111-122

Peer-Reviewed Research Reports and Scholarly Publications 

__ if supervising/mentoring student.

1. Lin, P-S., Kourtellis, A., Islam, M., Menon, N., Godfrey, J., and Keita, Y. (2022). FTA Standards Development Program: Mitigations for Trespasser and Suicide Fatalities and Injuries. Report prepared for Federal Transit Administration (FTA) Report No. 0227

2. Menon, N., Kourtellis, A., Keita, Y., and Huang, Y. CIA 2020 Brief: Understanding Geographic and Demographic Variation in Mode Choice and Travel Behavior. Report prepared for American Association of State Highway and Transportation Officials (AASHTO) Census Transportation Planning Products Program (CTPP)

3. Menon, N., Keita, Y., & Bertini, R.L. (2020). Impact of COVID-19 on Travel Behavior and Shared Mobility Systems. Report prepared for National Center for Transit Research (NCTR)

4. Kocak, T., Menon, N., Gurram, S., Bertini, R.L., and Stuart, A.L. (2020). Air pollution and equity impacts of the proposed Tampa Bay Next program from a Health in all Policies perspective. Report prepared for Center for Transportation, Environment, and Community Health (CTECH)

5. Marshall, J., Scott, B., Smith, B., Montoya, M., Farzan, A., Cruz, M., Dunn, E., Jaskela, M., Hernandez, S., Menon, N., Staes, B., and Bertini, R.L. (2020). Hurricane-related Protection of Moms & Babies from Emerging Threats – A Florida Systems Evaluation. Report prepared for Centers for Disease Control & Prevention (CDC), National Center on Birth Defects and Developmental Disabilities (NCBDDD), Florida Birth Defects Registry subcontract

6. Menon, N., Staes, B., and Bertini, R.L. (2020). Measuring Transportation Network Performance During Emergency Evacuations: A Case Study of Hurricane Irma and Woolsey Fire. Report prepared for Center for Transportation, Equity, Decisions and Dollars (CTEDD) 19-04 SG

7. Concas, S., Menon, N., and Asamoah, P. (2020). Measuring the Impact of Florida Scenic Highway Designation. Report prepared for Florida Department of Transportation Project BDV-25-977-61

8. Lin, P-S, Kourtellis, A., Menon, N., Chen, C., and Rangaswamy, R. (2020). Campus Automated Shuttle Service Deployment Initiative. Report prepared for National Center for Transit Research (NCTR) Livability PPPR #9

9. Mannering, F., Maness, M., Pinjari, A., Zhang, Y., Balusu, S., Barbour, N., Menon, N., Sheela, P., and Tahlyan, D. (2018). Investigation of the Role of Attitudinal Factors on the Adoption of Emerging Automated Vehicle and Safety Technologies. Report prepared for Center for Teaching Old Models New Tricks (TOMNET)

10. Zhang, Y., Wu, Z., and Menon, N. (2018). Florida Aviation Activity Forecast Methodologies and Tools Development. Report prepared for Florida Department of Transportation Project BDV-25-977-36

11. Ozkul, S., Pinjari, A.R., Davis, D., Seggerman, K., Menon, N., and Chen, Q.S. (2016). Evaluation of Logistics Led Economic Development. Report prepared for Florida Department of Transportation Project BDV25 977-04

12. Menon, N., Ozkul, S., Pinjari A.R. (2015). Freight Mobility: Success Factors for Logistics Activity Center (LAC) Growth. Technical Article on Florida Institute of Transportation Engineers (FLITE) 56 (2), 13-15

13. Pinjari, A.R., Augustin, B., and Menon, N. (2013). Highway capacity impacts of autonomous vehicles: An Assessment. White paper prepared for Tampa Hillsborough Expressway Authority (THEA)

Peer-Reviewed Conference Products 

Presenting author italicized, if other; __ if supervising/mentoring student.

1. Menon, N., and Gawade, M. Household Family Dynamics and Telecommuting: Analysis of the 2017 National Household Travel Survey. Accepted for Presentation at the 102nd Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2023

2. Menon, N., and Ozkul, S. Exploring Pickup vs. Delivery Options for Groceries in the Aftermath of COVID: Analysis of a Nationwide Survey. Accepted for Presentation at the 102nd Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2023

3. Varghese, A.M., Menon, N., and Ermagun, A. Equity of Access to Electric Vehicles Charging Infrastructure in America: A Systematic Review of Demand-Supply Dilemma. Accepted for Presentation at the 102nd Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2023

4. Staes, B., Bertini, R.L., and Menon, N. Improving Mapping and Selection of Low-Speed Autonomous Vehicle Shuttle Routes: A Data-Driven Framework. Proceedings of the 18th International Conference on Automated People Movers and Automated Transit Systems, Seattle, WA. May 31-Jun 3 [Talk] 

5. Staes, B., Bertini, R.L., and Menon, N. Improving Mapping and Selection of Low-Speed Autonomous Vehicle Shuttle Routes: A Data-Driven Framework. Presented at the 101st Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2022

6. Barbour, N., Menon, N., and Mannering, F. A statistical assessment of work-from-home participation during different stages of the COVID–19 pandemic. Presented at the 3rd Annual Bridging Transportation Researchers (BTR) Conference (held virtually due to COVID-19), Aug 2021

7. Keita, Y.M., Menon, N., and Bertini, R.L. Innovative COVID-19 Response Strategies for Shared Mobility Systems: A Comprehensive Review. Accepted for Presentation at the 100th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2021

8. Staes, B., Bertini, R.L., Menon, N., and Yuksel, E. Examining Freeway Bottleneck Features During A Mass Evacuation. Accepted for Presentation at the 100th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2021

9. Palaio, L., Vo, T., Maness, M., Bertini, R.L., and Menon, N. A Multi-City Investigation of the Effect of Holidays on Bikeshare System Ridership. Accepted for Presentation at the 100th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2021

10. Yuksel, E., Bertini, R.L., Staes, B. and Menon, N. Insights Gained by Incorporating Continuous Vehicle Length Data into Empirical Freeway Bottleneck Diagnosis. Accepted for Presentation at the 100th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2021

11. Sipiora, A., M., Jackman, J., Huang, Y., Menon, N., and Bertini, R.L. A Roadmap Towards a Florida Automated, Connected, Electric, and Shared (ACES) Transportation Ecosystem. Accepted for Presentation at the 100th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2021

12. Yuksel, E., Bertini, R.L., Menon, N., Ozkul, S., and Staes, B. A Contemporary Approach to Visualize Urban Freight Movement by Leveraging Mobility Data Portals. In 2020 Forum on Integrated and Sustainable Transportation Systems (FISTS) (pp. 272-279). IEEE. Nov 2020.

13. Menon, N., Lin, P-S., Rangaswamy, R., Kourtellis, A., Chen, C., and Bertini, R.L. A Statistical Analysis of Public Perceptions and Opinions from a Low-Speed Automated Shuttle Demonstration. Presented at the 99th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2020

14. Yuksel, E., Bertini, R.L., Ozkul, S., Menon, N., Unnikrishnan, A., and Garg, R. Leveraging a Permanent Freight Data Collection Infrastructure and Archive System: Visualizing Urban Truck Temporal and Spatial Dynamic. Presented at the 98th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2019

15. Menon, N., Zhang, Y., Pinjari, A., and Mannering, F. A statistical analysis of consumers’ perceptions towards automated vehicles and their intended adoption. Presented at the 98th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2019

16. Menon, N., Pinjari A.R., Zhang Y., and Zou, L. Consumer Perception, and Intended Adoption of Autonomous Vehicle Technology: Findings from a University Population Survey. Presented at the 95th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2016

17. Ozkul, S., Menon, N., Pinjari, A.R., Davis, D., and Seggerman, K. Determination of Success and Deterrence Factors for Logistics Activity Center (LAC) Development. Presented at the 95th Annual Meeting of the Transportation Research Board, Washington D.C., Jan 2016

Abstract Peer-Reviewed Conference Products

 __ if supervising/mentoring student.

1. Losada-Rojas, L.L., Pyrialakou, D., and Menon, N. (2023). Exploring the Interplay of Perceived and Objective Access to Healthy Opportunities: A Multifaceted Analysis across Diverse Geographies. Accepted for Presentation at the 70th Annual North American Meetings of the Regional Science Association International, San Diego, CA. Nov 15-18 [Talk]

2. Mathew, J., Menon, N., and Guler, S. (2023). An analysis of sidewalk infrastructure in and around Middletown, Pennsylvania. Accepted for Presentation at the 2023 Institute of Transportation Engineers Mid-Atlantic Section Annual Conference, Hershey, PA. Sep 10-11 [Poster]

3. Menon, N, and Chandran, V. (2023). Assessing Mobility Gaps for People with Travel-Restrictive Medical Conditions: Findings from the National Household Travel Survey (NHTS). Presented at the ASCE International Conference on Transportation and Development (ICTD) 2023, Austin, TX. Jun 14-17 [Poster]

4. Humagain, P., and Menon, N. (2023). Effect of the Pandemic-Induced Near-Term Effects on Future Vehicle Transactions and Residential Relocation: Early Insights from a Nationwide Survey. Presented at the ASCE International Conference on Transportation and Development (ICTD) 2023, Austin, TX. Jun 14-17 [Poster]

5. Suria, C., and Menon, N. Assessing the impact of micromobility improvements on accessibility to essential services: Findings from a low-income community. Presented at the 2022 Institute of Transportation Engineers Mid-Atlantic Section Annual Conference, Dewey Beach, DE. Oct 2022 [Talk]

6. Staes, B., Yuksel, E., Menon, N., and Bertini, R.L. Visualizing Transit Network Performance by Leveraging Big Data. Presented at the 9th International Visualization in Transportation Symposium: Visualization in Action, Washington D.C. Nov 5-6 [Talk]

7. Yuksel, E., Staes, B., Menon, N., and Bertini, R.L. Visualizing Urban Freight Movement by Leveraging Mobility Data Portals. Presented at the 9th International Visualization in Transportation Symposium: Visualization in Action, Washington D.C. Nov 5-6 [Talk]

8. Menon, N., Lin, P-S., Kourtellis, A., Chen, C., Rangaswamy, R., and Bertini, R.L. An Empirical Analysis of Consumers’ Perceptions and Opinions from an Automated Vehicle Demonstration in Low-Speed Environments. Presented at the AUVSI Automated Vehicles Symposium, Orlando, FL. Jul 11-15 [Poster]

9. Menon, N., Lin, P-S., Kourtellis, A., Chen, C., Rangaswamy, R., and Bertini, R.L. An Empirical Assessment of a Week-Long Automated Vehicle Demonstration in a Low-Speed Environment. Presented at Florida’s I-3 Transportation Showcase, Orlando, FL. Jun 23-26 [Talk]

10. Kocak, T.K., Gurram, S., Doyle, S., Menon, N., Bertini, R.L., and Stuart, A.L. Air Pollution and Equity Impacts of the Tampa Bay Next Transportation Program for Tampa. Presented at the Association of Environmental Engineering & Science Professors Conference, Tempe AZ. May 14-16 [Poster]

11. Menon, N., Pinjari, A.R., Zhang, Y., and Mannering, F. Understanding the Influence of Consumers’ Perceptions towards Automated Vehicles on their Intended Adoption: A Cluster Analysis Approach. Presented at the AUVSI Automated Vehicles Symposium, San Francisco, CA. Jul 9-12 [Talk]

12. Pessaro, B., and Menon, N. University of South Florida Campus Autonomous Transit Feasibility Study. Presented at the AUVSI Automated Vehicles Symposium, San Francisco, CA. Jul 9-12 [Poster]

13. Menon, N., Pinjari, A.R., Zhang, Y., and Mannering, F. Autonomous Vehicles: An Empirical Assessment of Intended Adoption from Consumers’ Perceptions. Presented at the 5th Annual UTC Conference for the Southeastern Region 2017, Gainesville, FL. Nov 16-17 [Talk]

14. Menon, N., Pinjari, A.R., Zhang, Y., and Mannering, F. Autonomous Vehicles: An Empirical Assessment of Intended Adoption from Consumers’ Perceptions. Presented at the 2017 Florida Automated Vehicle Summit, Tampa, FL. Nov 14-15 [Poster]

15. Menon, N., Barbour, N., Pinjari, A.R., Zhang, Y., and Mannering, F. Understanding Consumer Trends in Vehicle Ownership with the Introduction of Shared Autonomous Vehicles (SAVs). Presented at the 2016 Florida Automated Vehicle Summit, Tampa, FL. Nov 29-30 [Poster]

16. Menon, N., Pinjari, A.R., Zhang, Y., Mannering, F., Srinivasan, S., and Jin, X. Understanding Consumer Trends in Vehicle Ownership with the Introduction of Shared Autonomous Vehicles (SAVs): Findings from Multi-Population Surveys in Florida. Presented at TRANSPO 2016, West Palm Beach, FL. Nov 13-16 [Talk]

17. Menon, N., Pinjari, A.R., and Zhang, Y. Consumers' Perception, and Intended Adoption of Autonomous Vehicle Technology: Results from Multi-Population Surveys. Presented at the 9th UTC Spotlight Conference: Connected and Automated Vehicles, Washington D.C. Nov 4-5 [Poster]

Theses and Dissertation

1. Menon, N. (2017). Autonomous Vehicles: An Empirical Assessment of Consumers’ Perceptions, Intended Adoption, and Impacts on Household Vehicle Ownership. [Doctoral dissertation, University of South Florida]. Scholar Commons.

2. Menon, N. (2015). Consumer perception and anticipated adoption of autonomous vehicle technology: Results from multi-population surveys. [Master’s thesis, University of South Florida]. Scholar Commons.

3. Menon, N. (2013). Exploring the prospect of operating low-cost carriers and legacy carriers from the same airport terminal – a service quality approach. [Unpublished Master’s thesis]. Instituto Superior Tecnico.