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Amanda Stathopoulos

Northwestern University

2001 Sheridan Road

Evanston, IL Ilocos Norte 60208

United States

SCHOLARLY PAPERS

14

DOWNLOADS

882

TOTAL CITATIONS

1

Scholarly Papers (14)

1.

Device Tracking Privacy Policies Lead to Unexpected Data Bias in Smartphone Trace Data for Human Mobility Analysis in Chicago

Number of pages: 26 Posted: 25 Jun 2024 Last Revised: 22 Aug 2025
Northwestern University, Northwestern University, affiliation not provided to SSRN, Northwestern University and Northwestern University
Downloads 142 (537,489)

Abstract:

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smartphone traces, location-tracking, privacy, representation-bias, urban science

2.

What Mobile Phone Data Reveal About Mobility Patterns of Teleworkers

Number of pages: 23 Posted: 19 Nov 2024
Northwestern University, Northwestern University, affiliation not provided to SSRN, Northwestern University, Northwestern University and Northwestern University
Downloads 117 (613,149)

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telework, mobile phone data, clustering, mobility transformation

3.

“I’m Pissed Off With the Whole System”: A Qualitative Analysis of Barriers to Healthcare Access Faced by Low-income Older Adults in Chicago

Number of pages: 36 Posted: 05 Oct 2023
Gretchen Bella, Elisa Borowski and Amanda Stathopoulos
Northwestern University, University of California, Irvine and Northwestern University
Downloads 114 (626,371)

Abstract:

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Older Adults, Healthcare Access, Qualitative Research, Socially Vulnerable Populations, telehealth

4.

Trade-Offs in Transit Public Safety Interventions: Balancing Enforcement and Service Quality Improvements

Number of pages: 30 Posted: 16 Oct 2024
Spencer Aeschliman and Amanda Stathopoulos
Northwestern University and Northwestern University
Downloads 102 (679,608)

Abstract:

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rider adaptation, transit policy innovation, controversial policy, public safety perception, enforcement reactions

5.

Requiem for Transit Ridership? An Examination of Who Abandoned, Who Will Return, and Who Will Ride More With Mobility as a Service

Number of pages: 29 Posted: 13 Sep 2022
Jason Soria, Deirdre Edward and Amanda Stathopoulos
Northwestern University, Northwestern University and Northwestern University
Downloads 89 (747,755)
Citation 1

Abstract:

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public transportation, COVID-19, ridership, Mobility-as-a-Service, Ordered logit

6.

Disentangling Social Capital – Understanding the Effect of Bonding and Bridging on Urban Activity Participation

Number of pages: 32 Posted: 05 Mar 2022
Divyakant Tahlyan, Michael Maness and Amanda Stathopoulos
Northwestern University, University of South Florida and Northwestern University
Downloads 73 (883,195)

Abstract:

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Network Capital, Structural Equation Modeling, Bonding Capital, Bridging Capital, Urban Activity Participation

7.

Resource-Sharing Behavior While Sheltering-in-Place: A Latent Class Analysis to Guide Community-Based Relief Distribution

Number of pages: 27 Posted: 14 Nov 2024
Chi-Ya Chou, Elisa Borowski and Amanda Stathopoulos
Northwestern University, University of California, Irvine and Northwestern University
Downloads 55 (1,031,043)

Abstract:

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Community Resilience, Resource Sharing, Latent Class Analysis, Social Resources, Shelter-in-Place, Disaster Response

8.

Examining Riders' Subjective Equity Standards for Transit Service: How will they shape future transit planning and operations?

Number of pages: 26 Posted: 06 May 2025
Amanda Stathopoulos, Spencer Aeschliman and Erik Huang
Northwestern University, Northwestern University and Northwestern University
Downloads 44 (1,133,231)

Abstract:

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transportation equity, justice, norms, subjective ideals, transit, latent class

9.

Microtransit Adoption in the Wake of the COVID-19 Pandemic: Evidence from a Choice Experiment with Transit and Car Commuters

Number of pages: 33 Posted: 14 Dec 2022
Georgia Institute of Technology, Ayalon Highways Co., Technion-Israel Institute of Technology, Ben-Gurion University of the Negev - Department of Geography and Environmental Development and Northwestern University
Downloads 40 (1,183,237)

Abstract:

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on-demand mobility, microtransit, stated choice experiment, Integrated Choice and Latent Variable modeling, COVID-19

10.

Balancing Convenience and Care: What Role does Transportation Play in the Tradeoff Between in-Person and Virtual Healthcare Choices for Caregivers?

Number of pages: 26 Posted: 23 Jul 2025
Amanda Stathopoulos and Gretchen Bella
Northwestern University and Northwestern University
Downloads 37 (1,222,651)

Abstract:

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Telehealth, Pediatric healthcare, Parental Preferences, Stated Choice Experiment

11.

Stakeholder Dynamics and Barriers in Freight Decarbonization: A Computational Analysis of EPA's Heavy-Duty Vehicle Standards

Number of pages: 50 Posted: 12 Jan 2026
Deirdre Edward, Amanda Stathopoulos and Janody Pougala
Northwestern University, Northwestern University and Northwestern University
Downloads 28 (1,345,526)

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Transportation Decarbonization, Heavy-duty vehicles, Computational Text Analysis, Notice-and-Comment Rulemaking, Sentiment analysis, Transport regulations, Topic modeling

12.

Quantifying Privacy-Driven Shifts in the Spatial Representativeness of Smartphone Mobility Data: Evidence from Chicago

Number of pages: 34 Posted: 12 Feb 2026
Amanda Stathopoulos
Northwestern University
Downloads 15 (1,509,872)

Abstract:

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Location-Based Services (LBS), Big Data, Cell Phone Data, Bias, Privacy

13.

Computational Text Analysis of Rulemaking for Heavy-Duty Vehicle standards: Stakeholder Dynamics and Barriers to Freight Decarbonization

Number of pages: 51 Posted: 20 Jan 2026
Deirdre Edward, Janody Pougala and Amanda Stathopoulos
Northwestern University, Northwestern University and Northwestern University
Downloads 15 (1,509,872)

Abstract:

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Transportation Decarbonization, Heavy-duty vehicles, Computational Text Analysis, Notice-and-Comment Rulemaking, Sentiment analysis, Transport regulations

14.

Fully-Bayesian Imputation of Incomplete Transit Panel Data Using Temporal Gaussian Processes: Simulations and Real-World Evidence

Number of pages: 29 Posted: 01 Apr 2026
Spencer Aeschliman, Janody Pougala and Amanda Stathopoulos
Northwestern University, Northwestern University and Northwestern University
Downloads 11 (1,534,404)

Abstract:

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Panel data, nonresponse, Bayesian imputation, Gaussian Process, transit planning, satisfaction