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Articles 10801 - 10830 of 62465
Full-Text Articles in Public Affairs, Public Policy and Public Administration
Transit Equity: Trends In Commuting Among The Employed Population In New York City, 1990-2019, Beiyi Hu
Transit Equity: Trends In Commuting Among The Employed Population In New York City, 1990-2019, Beiyi Hu
Center for Latin American, Caribbean, and Latino Studies
Introduction:
This report examines key trends in commuting among the employed population in New York City between 1990 and 2019.
Methods:
This report uses the American Community Survey PUMS (Public Use Microdata Series) data for all years released by the Census Bureau and reorganized for public use by the Minnesota Population Center, University of Minnesota, IPUMSusa, (https://usa.ipums.org/usa/index.shtml). See Public Use Microdata Series Steven Ruggles, J. Trent Alexander, Katie Genadek, Ronald Goeken, Matthew B. Schroeder, and Matthew Sobek. Integrated Public Use Microdata Series: Version 5.0 [Machine-readable database]. Minneapolis: University of Minnesota, 2021.
Discussion:
Between 1990 and 2019, most of the employed …
Telerehabilitation: Future Of Phase Ii Cardiac Rehabilitation: Review Of Preliminary Outcomes, Mon S Bryant, Savitri E Fedson, Alexander Schutz, Lorraine D Cornwell, Amir Sharafkhaneh, Bandi Venkata
Telerehabilitation: Future Of Phase Ii Cardiac Rehabilitation: Review Of Preliminary Outcomes, Mon S Bryant, Savitri E Fedson, Alexander Schutz, Lorraine D Cornwell, Amir Sharafkhaneh, Bandi Venkata
Center for Medical Ethics and Health Policy Staff Publications
In this brief communication, we reported Telehealth Home-Based Cardiac Rehabilitation (CR) program structure and preliminary outcomes from patients that completed a 12-week program after coronary artery bypass graft surgery (CABG). We aim to advocate the use of Telerehabilitation as a Phase II CR in patients immediately after the CABG. This approach was innovative and encouraging because the patients were still in subacute phase. The program can serve as a continuation of care for the patients after being discharged from a hospital while regaining their functional ability at home. Our preliminary outcomes demonstrated improvements in resting heart rate, activity level, nutrition …
Whistleblowing As An Anti-Corruption Strategy In Health And Pharmaceutical Organizations: A Scoping Review Protocol., Taryn Vian, Brianna Agnew Mph, Keith Mcinnes Jr
Whistleblowing As An Anti-Corruption Strategy In Health And Pharmaceutical Organizations: A Scoping Review Protocol., Taryn Vian, Brianna Agnew Mph, Keith Mcinnes Jr
Nursing and Health Professions Faculty Research and Publications
Background
Whistleblowing can bring suspected wrongdoing to the attention of someone who is in the position to rectify the problem. Whistleblowing research can help improve effectiveness of anti-corruption efforts in the health sector.
Objective
The objective of this scoping review is to understand the extent and type of evidence on whistleblowing as an anti-corruption strategy in health and pharmaceutical organizations in low- and middle-income countries (LMICs).
Methods
This scoping review searched the PubMed, Scopus, and EMBASE databases from 2005 to 2020, limited to English language. We also searched websites of multilateral agencies or international non-governmental organizations for policy documents, guidance …
Mountain West States Most Dependent On The Federal Government, 2022, Saha Salahi, Caitlin J. Saladino, William E. Brown Jr.
Mountain West States Most Dependent On The Federal Government, 2022, Saha Salahi, Caitlin J. Saladino, William E. Brown Jr.
Economic Development & Workforce
This fact sheet synthesizes data from the SmartAsset report, “States Most Dependent on the Federal Government – 2022 Edition.” This fact sheet explores federal government dependency for the following Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah.
Commuting Times To Work In The United States, 1990 - 2018, Sebastián Villamizar-Santamaría
Commuting Times To Work In The United States, 1990 - 2018, Sebastián Villamizar-Santamaría
Center for Latin American, Caribbean, and Latino Studies
Introduction:
This report documents the evolution of commuting times in the United States between 1990 and 2018, focusing on disparities with respect to race and ethnicity, sex, marital status, income, and poverty status
Methods:
This report uses the American Community Survey PUMS (Public Use Microdata Series) data for all years released by the Census Bureau and reorganized for public use by the Minnesota Population Center, University of Minnesota, IPUMSusa, (https://usa.ipums.org/usa/index.shtml). See Public Use Microdata Series Steven Ruggles, J. Trent Alexander, Katie Genadek, Ronald Goeken, Matthew B. Schroeder, and Matthew Sobek. Integrated Public Use Microdata Series: Version 5.0 [Machine-readable database]. Minneapolis: …
Means Of Transportation To Work In The United States, 1990-2018, Sebastián Villamizar-Santamaría
Means Of Transportation To Work In The United States, 1990-2018, Sebastián Villamizar-Santamaría
Center for Latin American, Caribbean, and Latino Studies
Introduction:
This report examines how people commuted to work in the United States between 1990 and 2018, focusing on disparities with respect to race and ethnicity, sex, marital status, income, and poverty status
Methods:
This report uses the American Community Survey PUMS (Public Use Microdata Series) data for all years released by the Census Bureau and reorganized for public use by the Minnesota Population Center, University of Minnesota, IPUMSusa, (https://usa.ipums.org/usa/index.shtml). See Public Use Microdata Series Steven Ruggles, J. Trent Alexander, Katie Genadek, Ronald Goeken, Matthew B. Schroeder, and Matthew Sobek. Integrated Public Use Microdata Series: Version 5.0 [Machine-readable database]. Minneapolis: …
Implementasi Pemanfaatan Teknologi Informasi Pada Kebijakan Visa Indonesia, Delvina Estheria, Dita Dhikadara, Ita Rahmasari, Nisrina Arumdanie, Yunishella Purwanty
Implementasi Pemanfaatan Teknologi Informasi Pada Kebijakan Visa Indonesia, Delvina Estheria, Dita Dhikadara, Ita Rahmasari, Nisrina Arumdanie, Yunishella Purwanty
Jurnal Kajian Stratejik Ketahanan Nasional
Visa can be used as a migration and population control instrument because visa policy is considered as an efficient way to prevent certain countries from entering the country. Visa policies, especially Indonesian visas, also continue to follow technological developments along with the fulfillment of community needs. This research discusses Indonesian visa policies that are associated with global visas, especially in the field of technology utilization. This research uses a method with a qualitative approach, starting with analyzing visa policies in Indonesia and various countries, then Indonesian Government policies that affect global visa policies and analyzing IT implementation in utilizing visa …
Uthealth Quality Symposium 2022 Abstracts-2
Impact Of A Multifaceted Intervention On Physicians' Knowledge, Attitudes And Practices In Relation To Pharmaceutical Incentivisation: Protocol For A Randomised Control Trial, Muhammad Naveed Noor, Mishal Khan, Afifah Rahman-Shepherd, Amna Rehana Siddiqui, Sabeen Sharif Khan, Iqbal Azam, Sadia Shakoor, Rumina Hasan
Impact Of A Multifaceted Intervention On Physicians' Knowledge, Attitudes And Practices In Relation To Pharmaceutical Incentivisation: Protocol For A Randomised Control Trial, Muhammad Naveed Noor, Mishal Khan, Afifah Rahman-Shepherd, Amna Rehana Siddiqui, Sabeen Sharif Khan, Iqbal Azam, Sadia Shakoor, Rumina Hasan
Department of Pathology and Laboratory Medicine
Introduction: In settings where the private sector constitutes a larger part of the health system, profit-gathering can take primacy over patients' well-being. In their interactions with pharmaceutical companies, private general practitioners (GPs) can experience the conflict of interest (COI), a situation whereby the impartiality of GPs' professional decision making may be influenced by secondary interests such as financial gains from prescribing specific pharmaceutical brands.
Methods and analysis: This study is a randomised controlled trial to assess the impact of a multifaceted intervention on GPs' medical practice. The study sample consists of 419 registered GPs who own/work in private clinics and …
Growth In High-Paying Jobs: Mountain West Metros, Joshua Padilla, Caitlin J. Saladino, William E. Brown Jr.
Growth In High-Paying Jobs: Mountain West Metros, Joshua Padilla, Caitlin J. Saladino, William E. Brown Jr.
Economic Development & Workforce
This fact sheet examines data from a Stessa report titled, “U.S. Cities with the Largest Growth in High-Paying Jobs.” Data are presented for 25 metros in the Mountain West (Arizona, Colorado, Nevada, New Mexico, and Utah).
We Need More Fellowships In Public Affairs Academic Programs, Laila El Baradei
We Need More Fellowships In Public Affairs Academic Programs, Laila El Baradei
Faculty Journal Articles
No abstract provided.
System-Level Risk Management Of Transportation Structures And Networks, David Y. Yang
System-Level Risk Management Of Transportation Structures And Networks, David Y. Yang
PSU Transportation Seminars
Conventional risk assessment approaches in infrastructure management do not fully capture the system-level impact of structural failure or service disruption. As a result, the priorities of preservation projects may be misidentified, leading to suboptimal maintenance schedules and waste of resources. In this presentation, we will first illustrate why conventional risk assessment is not suitable for transportation structures and networks due to interdependency between assets, and then demonstrate how system-level preservation policies can be devised using novel algorithms adapted from the field of deep reinforcement learning. Results from a series of case studies showcase that the system-level risk management is essential …
Organizational Citizenship Behavior, Sarah Stepanek, Megan Paul
Organizational Citizenship Behavior, Sarah Stepanek, Megan Paul
Umbrella Summaries
What is organizational citizenship behavior?
Organizational citizenship behavior (OCB) is defined as “individual behavior that is discretionary, not directly or explicitly recognized by the formal reward system, and in the aggregate promotes the efficient and effective functioning of the organization” (Organ, 1988, p. 4). This definition has been further refined to specify that OCB supports task performance in organizations by enhancing the work environment where task performance takes place (Organ, 1997). OCB is one of the three main domains comprising workplace performance, along with task performance and counterproductive work behavior (CWB; Dalal, 2005). OCB is thought to be conceptually opposite …
Counterproductive Work Behavior, Sarah Stepanek, Megan Paul
Counterproductive Work Behavior, Sarah Stepanek, Megan Paul
Umbrella Summaries
What is counterproductive work behavior?
Counterproductive work behavior (CWB), also sometimes referred to as workplace deviance, is defined as “voluntary behavior that violates significant organizational norms and in so doing threatens the well-being of an organization, its members, or both” (Robinson & Bennett, 1995, p. 556). CWB is one of the three main domains of workplace performance, along with task performance and organizational citizenship behavior (OCB; Dalal, 2005). CWB and OCB are thought to be conceptually opposite constructs; CWB is behavior that harms an organization, whereas OCB is behavior that helps an organization. Indeed, CWB and OCB are modestly and …
Proteogenomic Markers Of Chemotherapy Resistance And Response In Triple-Negative Breast Cancer, Meenakshi Anurag, Eric J Jaehnig, Karsten Krug, Jonathan T Lei, Erik J Bergstrom, Beom-Jun Kim, Tanmayi D Vashist, Anh Minh Tran Huynh, Yongchao Dou, Xuxu Gou, Chen Huang, Zhiao Shi, Bo Wen, Viktoriya Korchina, Richard A Gibbs, Donna M Muzny, Harshavardhan Doddapaneni, Lacey E Dobrolecki, Henry Rodriguez, Ana I Robles, Tara Hiltke, Michael T Lewis, Julie R Nangia, Maryam Nemati Shafaee, Shunqiang Li, Ian S Hagemann, Jeremy Hoog, Bora Lim, C Kent Osborne, D R Mani, Michael A Gillette, Bing Zhang, Gloria V Echeverria, George Miles, Mothaffar F Rimawi, Steven A Carr, Foluso O Ademuyiwa, Shankha Satpathy, Matthew J Ellis
Proteogenomic Markers Of Chemotherapy Resistance And Response In Triple-Negative Breast Cancer, Meenakshi Anurag, Eric J Jaehnig, Karsten Krug, Jonathan T Lei, Erik J Bergstrom, Beom-Jun Kim, Tanmayi D Vashist, Anh Minh Tran Huynh, Yongchao Dou, Xuxu Gou, Chen Huang, Zhiao Shi, Bo Wen, Viktoriya Korchina, Richard A Gibbs, Donna M Muzny, Harshavardhan Doddapaneni, Lacey E Dobrolecki, Henry Rodriguez, Ana I Robles, Tara Hiltke, Michael T Lewis, Julie R Nangia, Maryam Nemati Shafaee, Shunqiang Li, Ian S Hagemann, Jeremy Hoog, Bora Lim, C Kent Osborne, D R Mani, Michael A Gillette, Bing Zhang, Gloria V Echeverria, George Miles, Mothaffar F Rimawi, Steven A Carr, Foluso O Ademuyiwa, Shankha Satpathy, Matthew J Ellis
Center for Medical Ethics and Health Policy Staff Publications
Microscaled proteogenomics was deployed to probe the molecular basis for differential response to neoadjuvant carboplatin and docetaxel combination chemotherapy for triple-negative breast cancer (TNBC). Proteomic analyses of pretreatment patient biopsies uniquely revealed metabolic pathways, including oxidative phosphorylation, adipogenesis, and fatty acid metabolism, that were associated with resistance. Both proteomics and transcriptomics revealed that sensitivity was marked by elevation of DNA repair, E2F targets, G2-M checkpoint, interferon-gamma signaling, and immune-checkpoint components. Proteogenomic analyses of somatic copy-number aberrations identified a resistance-associated 19q13.31-33 deletion where LIG1, POLD1, and XRCC1 are located. In orthogonal datasets, LIG1 (DNA ligase I) gene deletion and/or low mRNA …
Exploring The Impact Of The Habitat For Humanity Home-Building Process On Partner Families' Holistic Well-Being, Hawkley Pusey, Nikhil Mathur, Kathryn Figliomeni, Nanditha Srinivasan, Keely R. Dehn, Jason A. Ware
Exploring The Impact Of The Habitat For Humanity Home-Building Process On Partner Families' Holistic Well-Being, Hawkley Pusey, Nikhil Mathur, Kathryn Figliomeni, Nanditha Srinivasan, Keely R. Dehn, Jason A. Ware
Purdue Journal of Service-Learning and International Engagement
The purpose of this study was to evaluate how participating in the Habitat for Humanity house-building process influenced participants’ purpose well-being, social well-being, community well-being, physical and mental well-being, and financial well-being, and how effective Habitat for Humanity is in aiding neighborhood revitalization within the Greater Lafayette area. The research project resulted in a presentation of quantitative data and a testimonial video that highlighted the stories of families that had worked with Habitat for Humanity. Quantitative data was gathered through a survey that addressed respondents’ levels of satisfaction within the various categories of well-being mentioned above. Testimonial information was gathered …
Dr. Kim Scipes: Building A Network Of Compassion In A World Waiting To Be United, Kayla Vasilko
Dr. Kim Scipes: Building A Network Of Compassion In A World Waiting To Be United, Kayla Vasilko
Purdue Journal of Service-Learning and International Engagement
In his career, Dr. Kim Scipes has been globally active in the labor movement for almost 40 years and has published over 240 articles and book reviews. Additionally, Dr. Scipes has authored four books, three of which were completed while Dr. Scipes taught at PNW (the first two while he was teaching four courses a semester); his publication list is accessible via: https://www.pnw.edu/faculty/kim-scipes-ph-d/publications/, a listing that strongly illustrates his impressive range of work and dedication to advancing knowledge not just for the university, but for the world. Dr. Scipes’ Sociology 404 course (Environment and Social Justice) gives students a …
Criminal Justice Update - November 2022, Patrick Mahoney
Criminal Justice Update - November 2022, Patrick Mahoney
Criminal Justice Updates
The Criminal Justice Update is a monthly newsletter created by the Adams County Bar Foundation Fellow providing updates in criminal justice policy coming from Pennsylvania's courts and legislature as well as the US Supreme Court.
Contents:
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Updates from PA Governor's Office (no updates this month)
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Updates from the PA Legislature (no updates this month)
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Updates from the Courts
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U.S. Supreme Court: Criminal Law & Procedure (no updates this month)
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PA Supreme Court: Criminal Law & Procedure
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PA Superior Court: Criminal Law & Procedure
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Characteristics Of Bias Homicides Against The Lgbtqia+ Community, Jeff Gruenewald, Katie Ratcliff
Characteristics Of Bias Homicides Against The Lgbtqia+ Community, Jeff Gruenewald, Katie Ratcliff
Research Projects
Background: Five people were killed and at least 17 injured on November 19, 2022 just before midnight at Club Q, an LGBTQIA+ club in Colorado Springs, CO. The shooting ended after a 22-year-old gunman wielding an AR-15 style rifle was disarmed by club patrons. Federal, state, and local law enforcement officials continue to investigate the mass shooting. The alleged shooter has been charged with murder and hate crimes.
Pedestrian Wayfinding Under Consideration Of Visual Impairment, Blindness, And Deafblindness: A Mixed-Method Investigation Into Individual Experiences And Supporting Elements, Martin Swobodzinski, Amy T. Parker, Elizabeth Schaller, Denise Snow
Pedestrian Wayfinding Under Consideration Of Visual Impairment, Blindness, And Deafblindness: A Mixed-Method Investigation Into Individual Experiences And Supporting Elements, Martin Swobodzinski, Amy T. Parker, Elizabeth Schaller, Denise Snow
TREC Final Reports
In this report we discuss to-date findings of a project that aimed at assessing individual and environmental affordances in the context of human pedestrian wayfinding of visually impaired, blind, and deafblind travelers in public spaces. Our project afforded collaboration, co-design, and co-creation of knowledge between the investigators, partners at the American Printing House of the Blind and GoodMaps, the Portland State University Digital City Testbed Center, and members of the disability community. The objective of the project was to better understand how different wayfinding aids, that is, wayfinding apps, tactile maps, and verbal route descriptions, are employed by visually impaired, …
More Roads Or Public Transit? Insights From Measuring City-Center Accessibility, Lucas Conwell, Fabian Eckert, Ahmed Mushfiq Mobarak
More Roads Or Public Transit? Insights From Measuring City-Center Accessibility, Lucas Conwell, Fabian Eckert, Ahmed Mushfiq Mobarak
Discussion Papers
We propose a theory-inspired measure of the accessibility of a city’s center: the size of the surrounding area from which it can be reached within a specific time. Using publicly-available optimal routing software, we compute these ”accessibility zones” for the 109 largest American and European cities, separately for cars and public transit commutes. Compared to European cities, US cities are half as accessible via public transit and twice as accessible via cars. Car accessibility zones are always larger than public transit zones, making US cities more accessible overall. However, US cities’ car orientation comes at the cost of less green …
Infrastructure Planning For Equitable Coastal Resilience, Wie Yusuf
Infrastructure Planning For Equitable Coastal Resilience, Wie Yusuf
School of Public Service Faculty Publications
Summary: The infrastructure planning and implementation process is lengthy in terms of time and resources. In response to an articulated need, proposed solutions are considered and studied, stakeholder support gathered, funding and financing identified, and eventually adopted. There are different equity touchpoints: in the planning and implementation process; in terms of awareness of and ability to pursue projects; and in terms of who pays and who benefits.
Coalition For Prisoners' Rights Newsletter, Vol. 47-D, No. 11, Coalition For Prisoners' Rights
Coalition For Prisoners' Rights Newsletter, Vol. 47-D, No. 11, Coalition For Prisoners' Rights
Coalition for Prisoners' Rights Newsletters
Times are for [sic] Hard for So Many
Solo Cinco Semanas Para El Titulo 42
The Least Read Part Of The Newsletter
Send Us Holiday/Calendar Designs
The Big Three
Does Transit Service Reliability Influence Ridership?, Srinivas S. Pulugurtha, Raunak Mishra, Sravya L. Jayanthi
Does Transit Service Reliability Influence Ridership?, Srinivas S. Pulugurtha, Raunak Mishra, Sravya L. Jayanthi
Mineta Transportation Institute
This research focused on analyzing the association between transit service reliability indicators and ridership. Further, the effect of road network, demographic, socioeconomic, and land use characteristics on transit service reliability was analyzed. The analysis was conducted at a bus stop level. Bus arrival/departure and ridership data from the Charlotte Area Transit System (CATS) was obtained. The road network, demographic, socioeconomic, and land use characteristics were captured within 0.25-mile and 0.50-mile buffers. Pearson correlation analysis was conducted to understand the association between road network, demographic, socioeconomic, and land use characteristics and bus transit service reliability measures. The results show that bus …
Ai-Based Pedestrian Detection And Avoidance At Night Using An Ir Camera, Radar, And A Video Camera, Hovannes Kulhandjian
Ai-Based Pedestrian Detection And Avoidance At Night Using An Ir Camera, Radar, And A Video Camera, Hovannes Kulhandjian
Mineta Transportation Institute
In 2019, the United States experienced more than 6,500 pedestrian fatalities involving motor vehicles which resulted in a 67% rise in nighttime pedestrian fatalities and only a 10% rise in daytime pedestrian fatalities. In an effort to reduce fatalities, this research developed a pedestrian detection and alert system through the application of a visual camera, infrared camera, and radar sensors combined with machine learning. The research team designed the system concept to achieve a high level of accuracy in pedestrian detection and avoidance during both the day and at night to avoid potentially fatal accidents involving pedestrians crossing a street. …
Understanding The Role Of Transportation In Human Trafficking In California, Kezban Yagci Sokat
Understanding The Role Of Transportation In Human Trafficking In California, Kezban Yagci Sokat
Mineta Transportation Institute
Human trafficking, a form of modern slavery, is the recruitment, transport, and/or transfer of persons using force, fraud, or coercion to exploit them for acts of labor or sex. According to the International Labor Organization, human trafficking is the fastest growing organized crime with approximately $150 billion in annual profits and 40.3 million individuals trapped in slave-like conditions. While it is not compulsory to involve transportation for human trafficking, the transportation industry plays a critical role in combating human trafficking as traffickers often rely on the transportation system to recruit, move, or transfer victims. This multi-method study investigates the role …
Questions To Advance Research On Equitable Coastal Resilience, Wie Yusuf
Questions To Advance Research On Equitable Coastal Resilience, Wie Yusuf
School of Public Service Faculty Publications
No abstract provided.
Coastal Squeeze, Climigration, And Equity Implications, Wie Yusuf
Coastal Squeeze, Climigration, And Equity Implications, Wie Yusuf
School of Public Service Faculty Publications
Summary: Coastal squeeze is impacting communities across the United States. Agricultural lands are affected by groundwater salt intrusion, habitats are lost due to limited space for species to migrate inland, natural capital and flood protection values are impacted by reduction in undeveloped land for natural ecosystems, infrastructure such as transportation are affected by flooding, and insurance companies are withdrawing from covering properties in coastal communities experiencing sea level rise and flooding. Resulting ‘climigration’ is occurring, for example, in Puerto Rico residents moving off the island, and subdivisions in North Carolina and Virginia being turned over to conservation. Lower-income communities are …
Fragmented Or Aligned Climate Action: Assessing Linkages Between Regional And Local Planning Efforts To Meet Transportation Greenhouse Gas Emissions Reduction Targets, Serena E. Alexander, Ahoura Zandiatashbar, Branka Tatarevic
Fragmented Or Aligned Climate Action: Assessing Linkages Between Regional And Local Planning Efforts To Meet Transportation Greenhouse Gas Emissions Reduction Targets, Serena E. Alexander, Ahoura Zandiatashbar, Branka Tatarevic
Mineta Transportation Institute
Amid the rising climate change concerns, California enacted Senate Bill 375 (SB 375) to tackle transportation greenhouse gas (GHG) emissions. SB 375 requires Metropolitan Planning Organizations (MPOs) to develop a Sustainable Communities Strategy (SCS), a regional transportation and land use vision plan, to reduce GHG emissions. Meanwhile, a local government can develop a Climate Action Plan (CAP), a non-binding, voluntary plan to reduce GHG emissions that may align with the regional SCS. Recent progress reports indicate California is not making sufficient progress to meet SB 375 emissions reduction targets, which raises important questions: (1) Are the transportation and land use …
Travel Behavior Change And Economic Transition In Gentrified Neighborhoods, Maryam Izadi
Travel Behavior Change And Economic Transition In Gentrified Neighborhoods, Maryam Izadi
LSU New Orleans Theses and Dissertations
Post-industrial cities in the US have experienced social and economic transitions, mostly in declining downtown neighborhoods. This process, known as gentrification, typically involves revitalization that reverses the decline and disinvestment in inner-city neighborhoods. The industrial shift increased the demand for housing near downtown. The employment of college-educated and high-skill workers has been centralized, while low-skilled jobs continue to decline downtown. While the impacts of gentrification on housing and residential displacement is frequently investigated, little attention has been given to its impact on travel behavior change and economic transition, which is the focus of this research. Change in travel behavior is …