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Walk Portland: A Downtown Pedestrian Wayfinding Strategy And Pilot, Gena Gastaldi, Gwen Sullivan, Ryan Sullivan 2025 Portland Bureau of Transportation

Walk Portland: A Downtown Pedestrian Wayfinding Strategy And Pilot, Gena Gastaldi, Gwen Sullivan, Ryan Sullivan

PSU Transportation Seminars

Walk Portland, a partnership between the Portland Bureau of Transportation (PBOT) and Travel Portland, seeks to make it easier than ever for pedestrians to explore the city. In 2024, PBOT and Travel Portland, in partnership with sparks+sullivan, teamed up to develop a wayfinding strategic plan. In 2025, with grant funding from Travel Oregon, the team launched a short-term pilot wayfinding system to help people explore Portland as a pedestrian: the Downtown Portland Walking Route. The pilot, up from August-October 2025, is designed to see what works and what doesn’t in helping people navigate downtown. The long-term goal of this project …


Fight, Flight, Freeze 2: An Update On Tenants’ Responses To Eviction Across Urban And Rural Oregon, Natalie J. Cholula, Lisa K. Bates, Alex Farrington, Marisa Zapata, Jacen Greene, Colleen Carroll 2025 Portland State University

Fight, Flight, Freeze 2: An Update On Tenants’ Responses To Eviction Across Urban And Rural Oregon, Natalie J. Cholula, Lisa K. Bates, Alex Farrington, Marisa Zapata, Jacen Greene, Colleen Carroll

Urban Studies and Planning Faculty Publications and Presentations

In the original "Fight, Flight, Freeze" (FFF) report, the Evicted in Oregon researchers reported on the experiences of tenants who faced eviction during the COVID-19 pandemic and their access to resources. This brief provides updated analysis, now including 121 tenants with eviction experiences in Oregon. The analysis includes 13 new focus groups with tenants in both rural and urban Oregon, focusing on the type of support they received while navigating eviction. These groups represent tenants from diverse backgrounds.

Using the fight-flight-freeze framework, we analyzed tenants' reactions to eviction. We also report the resources they accessed after being threatened with eviction …


Addressing Climate Vulnerability And Policy Gaps Of Heat Waves In Upper Egypt: The Case Study Of Al-A’Qaab Village In Aswan, Eman Abdullah 2025 The American University in Cairo AUC

Addressing Climate Vulnerability And Policy Gaps Of Heat Waves In Upper Egypt: The Case Study Of Al-A’Qaab Village In Aswan, Eman Abdullah

Theses and Dissertations

Heatwaves are currently one of the most dangerous climate hazards globally. Egypt is experiencing an increase in the intensity and frequency of heatwaves, which affects health, economy, infrastructure, and the ecological system. Upper Egypt is one of the most vulnerable regions in Egypt to rising temperatures, particularly in Aswan Governorate. The risks of heat waves are increasing vulnerability among vulnerable groups, such as women and low-income individuals. However, there is a clear gap in protection policies against heat waves, along with a lack of studies examining the effects of heat waves on individuals in Aswan. Accordingly, this thesis aims to …


Public K-12 School Start Times In The Mountain West, 2020-2021, Olivia K. Cheche, William E. Brown Jr. 2025 University of Nevada, Las Vegas

Public K-12 School Start Times In The Mountain West, 2020-2021, Olivia K. Cheche, William E. Brown Jr.

K-12 Education

This fact sheet presents data on public K-12 school start times in the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah as of the 2020-2021 school year. The data are derived from the “School start time: Average public K–12 school start time and percentage distribution of public school start time, by state: 2020–21” report originally published by the National Center for Education Statistics (NCES). This fact sheet highlights the average public K-12 school start times and distribution of public K-12 school start times for each Mountain West state.


Police Killings In The Mountain West, 2013-2023, Isabelle G. Graham, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. 2025 University of Nevada, Las Vegas

Police Killings In The Mountain West, 2013-2023, Isabelle G. Graham, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Criminal Justice

This fact sheet presents data on police killings between 2013 and 2023 for the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Brookings Institution report, “The state of police reform: measuring progress in each state,” tracks the total number of killings by police and the number of killings by police per one million residents in all 50 U.S. states and the District of Columbia. This fact sheet reports data on the total number of people killed by police and the rate of police killings per capita for each Mountain West state.


What Are The Limits To Smart Innovation? The Digital Underground Initiative And New Frontiers Of “Smartness” In Singapore, Prerona DAS, Orlando WOODS, Lily KONG 2025 Singapore Management University

What Are The Limits To Smart Innovation? The Digital Underground Initiative And New Frontiers Of “Smartness” In Singapore, Prerona Das, Orlando Woods, Lily Kong

Research Collection College of Integrative Studies

This paper argues that the emergence of new frontiers of smart transformation, such as underground spaces, can pose significant challenges to the implementation of “smart” technological solutions. Exploring the case of Singapore’s Digital Underground initiative, we show that elements such as material complexity, co-ordination between stakeholders, and the availability of appropriate regulatory and administrative frameworks can problematize the implementation of subterranean smart initiatives. By considering multistake-holder perspectives on these “more-than-technological” factors, this paper offers lessons for urban planners, policymakers, and developers in cities around the world that are keen to leverage technology to unlock the potential of underground space.


The State Of The Unions 2025: A Profile Of Organized Labor In New York City, New York State, And The United States, Ruth Milkman, Joseph van der Naald 2025 CUNY Graduate Center

The State Of The Unions 2025: A Profile Of Organized Labor In New York City, New York State, And The United States, Ruth Milkman, Joseph Van Der Naald

Publications and Research

Organized labor has taken center stage in the 2020s, with workers leading successful organizing drives at Amazon, Starbucks, Apple, and across a range of industries from health care to higher education. Public approval of unions has reached its highest level in decades, and a new generation of workers is stepping forward as leaders in the movement. The State of the Unions 2025 provides the most comprehensive profile of organized labor in New York City, New York State, and the United States, highlighting where unions are growing, who is leading the charge, and how labor is shaping the future of work …


Housing Crisis Outlook In Mountain West Metros, 2023, Kian Parikh, Yiselle Olivas Ruiz, Ivan Sun, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. 2025 University of Nevada, Las Vegas

Housing Crisis Outlook In Mountain West Metros, 2023, Kian Parikh, Yiselle Olivas Ruiz, Ivan Sun, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Housing & Real Estate

This fact sheet presents 2023 data on housing market conditions in seven large metros across the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Lending Tree report, “Portland, Ore., Has Worst Housing Crisis Outlook – Here’s Why,” includes data on the 100 largest metros in the U.S. This fact sheet focuses on housing crisis outlook data for Mountain West metros appearing among the largest 100 metros in the nation: Phoenix, AZ; Tucson, AZ; Colorado Springs, CO; Denver, CO; Las Vegas, NV; Albuquerque, NM; and Salt Lake City, UT.


Identifying Latent Workforce Capacities For Extreme Heat Resilience: An Artificial Intelligence Assisted Approach, Jieshu Wang, Patricia Solís 2025 SUNY Stony Brook

Identifying Latent Workforce Capacities For Extreme Heat Resilience: An Artificial Intelligence Assisted Approach, Jieshu Wang, Patricia Solís

Technology & Society Faculty Publications

Extreme heat events, intensified by climate change, pose critical challenges to public health, infrastructure, and workforce resilience. Despite the urgency of these challenges, there is no systematic framework to identify workforce adaptive capacities that can help build regional heat resilience. This study introduces a novel large language model assisted approach, using task-level data from the O*NET dataset, to identify workforce capacities that enhance heat resilience. By defining heat-solution tasks as activities mitigating heat impacts, protecting public health, or improving infrastructure, we classify heat-solution occupations and dual-impact occupations, which are both vulnerable to heat and critical to heat resilience. A case …


Coolness, Leisure, And Power : The Development Of Mokanshan Summer Resort In Modern China, 1890–1937, Xuyan PAN 2025 Lingnan University

Coolness, Leisure, And Power : The Development Of Mokanshan Summer Resort In Modern China, 1890–1937, Xuyan Pan

Lingnan Theses (MPhil & PhD)

The concept of "coolness" (清涼) embodied fundamentally different bodily and cultural experiences in Chinese and Western traditions. With the introduction of Western-style summer resorts by foreign missionaries in the 1890s, these divergent understandings converged and clashed in new spatial forms. This study examines Mokanshan (莫干山), located in Zhejiang province and recognized as one of the Republican era’s “Four Great Summer Retreats” (民國四大避暑地), as a paradigmatic case of transnational leisure. Initially developed by missionaries as a health-oriented retreat, a transnationally managed enclave, and a nostalgic “overseas home” for expatriates, Mokanshan reflected a hybrid model of modern leisure shaped by foreign institutions. …


Understanding Residential Development In A High-Quality Transit Area (Hqta): An Application Of Deep Learning, Dohyung Kim 2025 California State Polytechnic University - Pomona

Understanding Residential Development In A High-Quality Transit Area (Hqta): An Application Of Deep Learning, Dohyung Kim

Mineta Transportation Institute

Considerable research addresses the dynamics between land use and public transportation, including the impacts of transit systems on urban development and vice versa. However, this research has underestimated the heterogeneity of contributing factors to urban developments near transit by property type: vacant lot and occupied property. That is, what drives development in vacant lots differs from what drives development in already-occupied property. A lack of comprehensive data that differentiates development records based on the type of property is one explanation for this research gap. This project fills this research gap by employing a deep learning algorithm and separately examining the …


Empowerment Through The Sisters Lifting As We Climb Network: Examining The Organization’S Impact On Black Women, Sharnay Hearn Davis 2025 Duquesne University

Empowerment Through The Sisters Lifting As We Climb Network: Examining The Organization’S Impact On Black Women, Sharnay Hearn Davis

Electronic Theses and Dissertations

This phenomenological case study examines the role of empowerment within the “Sisters Lifting as We Climb Network” through the experiences of Black women participants in Pittsburgh, Pennsylvania. Utilizing in-depth semi-structured interviews, the research investigates the organization's origins, evolution, and social support mechanisms that foster empowerment, as well as participants' experiences with programs and activities over the past nine years. Additionally, the study identifies areas for organizational improvement to further enhance participant empowerment.

The findings of this research support the empowerment theory framework by clarifying the preconditions, processes, and outcomes of empowerment within the Network, which fosters sisterhood and enhances participants' …


Constructing A State: Canals And The Transformation Of The Economy, Politics, And Finance In Nineteenth-Century New York, Youwei Xing 2025 Clemson University

Constructing A State: Canals And The Transformation Of The Economy, Politics, And Finance In Nineteenth-Century New York, Youwei Xing

All Dissertations

This dissertation consists of three essays in economic history, unified by a focus on one of America's earliest transportation infrastructures, the canal system, in nineteenth-century New York. Each chapter explores a different aspect of the state's transformation: its economy, politics, and finance, each of which helped construct New York as the Empire State.

The first chapter studies the economic impact of canals on economic modernization from three aspects: sectoral transition, urbanization, and banking development. Contrary to much of the modern literature finds transportation infrastructure leads to decentralization, I find the opposite-evidence of centralization. Specially: (1) canal towns experienced a transition …


Study Of Public Space Development Based On Preservation Of Cultural Heritage Areas: Case Study Of Muara Jambi Area, Farhan Rachmanda Graha Cahyadi 2025 Universitas Indonesia

Study Of Public Space Development Based On Preservation Of Cultural Heritage Areas: Case Study Of Muara Jambi Area, Farhan Rachmanda Graha Cahyadi

Cities and Urban Development Journal

Background: The development of public spaces in cultural heritage areas has an important role in supporting the preservation of historical and cultural values, while improving the quality of life of the community around the cultural heritage.

Aims: This study aims to examine the potential for developing public spaces that are in line with efforts to preserve the Muara Jambi Cultural Heritage area.

Methods: The method used is qualitative-descriptive with conceptual-contextual orientation. Data collection techniques are carried out through systematic literature studies, document analysis, and triangulation through stakeholder statements. Data are analyzed using thematic analysis to identify relevant key elements.

Results: …


Homelessness Increases In The Mountain West, 2015-2024, Krish Sharma, Sydney Mitchell, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr. 2025 University of Nevada, Las Vegas

Homelessness Increases In The Mountain West, 2015-2024, Krish Sharma, Sydney Mitchell, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Demography

This fact sheet presents data on homelessness increases in the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah from 2015 to 2024. The data are derived from “Male homelessness in the United States,” a report by the American Institute for Boys and Men (AIBM). The original report includes data on the overall increase in homelessness in the United States from 2015 to 2024, as well as data on the increase in homelessness by gender.


Strategic Development Plan – San Pedro Dr. Main Street Corridor, Adrian N. Carver 2025 University of New Mexico

Strategic Development Plan – San Pedro Dr. Main Street Corridor, Adrian N. Carver

Student Publications

The San Pedro MainStreet Strategic Development Plan is a place-based, community-driven roadmap for revitalizing the San Pedro Drive corridor in Albuquerque, New Mexico. The corridor sits at the intersection of historical significance and present-day opportunity—bridging the old and new alignments of Route 66 while serving a diverse, working-class population. Drawing from urban planning theory, spatial analysis, and community input, this plan identifies challenges and assets related to land use, infrastructure, business development, housing, and cultural identity. Special attention is given to past and ongoing patterns of racialized disinvestment and displacement, with strategies proposed to ensure equitable reinvestment and climate resilience. …


Du Undergraduate Showcase Abstracts: Research, Scholarship, And Creative Works, Kabe Aberle, Nadia Kako, Kateri McRae, Brooke Agulnek, Sky Palmon, Yasmine Ramirez, Francisca Aguirre Beltran, Ashley Juarez, Bridget Kim, Tessa Appel, Sterling Kerr, Spencer Ingley, Gabe Meyer, Robin Tinghitella, Dale Broder, Lily Baeza, Chloe Beers, Julia Coakley, Whitney Kelsey, Sydney Gainforth, Gabi Wing, Audrey Martin, Aaliyah Amore Berry, Brooke Watley, Kiruthika Venkatesan, Rachel Bienstock, Annabella Brotherston, Madison Bryant, Mia Burgener, Emma P. Lieb, Rachel A. Johnson, Jennifer L. Hoffman, Kania Campbell, Kiena Campbell, Courtney Cassidy, Sage Krzyzkowski, Maddox Jones, Skylar Abookire, Luke Hawkins, Sunnah Yoon, Andrea Chu, Yan Qin, Nyah Cubbison, Brian Gearity, Daniel McIntosh, Mariely Cruz, Edward Garrido, Grady Dionne, Nicole Doris, Lyndsie Salvagio, Ann-Charlotte Granholm-Bentley, Anna Dymov, Hannah Eckert, Gabrielle Welsh, Erica Larson, Charlie Ernst, Anna Zhou, Sarah Watamura, Larissa Fedorovich-Klein, Georgie Fields, Kimberly A. Guevara, Aven McCall, Ben Peltier, Feruz Yahia, Patrick Flores, Jadyn Floyd, Sophia Forcier, J. Von R. Monteza, Peter Sokol-Hessner, Gwendolyn Geiger, Scott Nichols, Camryn Gunter, Kendal Hengst, Charlie Bednarz, Issy Garside, Addison Baker, Rachel Mina, Brooke Hermanson, Amanda Klingler, William Highfill, Sydney Jaques, Kerstin Lewey, Allison Grossery, Daniel Linseman, Ethan Lim, Jagger Livengood, Owen Mantelli, Gabby Pappas, Abby McDonald, Madeleine Dierking, Eve Miller, Emma Loeber, Anna Marlow, Michael Kerwin, Ella Mathews, Hillary Hamann, Khadija Mohamed, Vivian Nguyen, Gabri Notov, Ifunayachi Ogbonna-Ukuku, Sunil Kumar, Charles Baysah, Sarah Olson, Don Sullivan, Anna Paradiso, Jay Parrish, Mira Pronobis, Alisha Pravasi, Kerstin Haring, Diego Ramirez, Christopher Reardon, Juliana Ramirez, Casey Doherty, Ella Kestner, Teagan Weindel, Cate Billings, Pablo Torre-Walter, Lucy Rand, Samantha Reynolds, Mark Siemens, Khadeeja Rashid, Laine Satterlee, Piper Heilbronner, Lily Pound, Ben Whitehurst, Anna Respet, Lizzie Lesoing, Sydney Hertel, Aya Saad-Masri, Brooke Ballenger, Max Proske, Hannah Rosenberg, Ellia Nakahara, Sophia Espinoza, Ivan Woolhouse, Simon Ruland, Gorkem Er, Timothy Sweeny, Melaku Saketa, Michela Schenk, Maren Lynch, Madi Hamm, Grace Schroeder, Michelle Rozenman, Rana Seif, Jackson Hall, Marisela Simental, Daniel Paredes, Aaron Mena, Preston Spaan, Evelyn Stovin, David Andrew Swartz, Anh Tran, Daniel Pittman, Luke Farchione, Emily Boyer, Ukari Verner, Lacey Conrad, Jonathan Velotta, James Weiner, Jagger Gossett, Noah Sherry, Sam Proud, Ben Block, Avi Narayana, Zoey Weiss, Alyssa Wilson, Gabrielle Walsh, David Zonana, Keely Wright, Kena Riveria, LillyBelle Deer, Jena Doom, Elysia Davis, Isabelle Yaremenko, Caitlyn Young 2025 University of Denver

Du Undergraduate Showcase Abstracts: Research, Scholarship, And Creative Works, Kabe Aberle, Nadia Kako, Kateri Mcrae, Brooke Agulnek, Sky Palmon, Yasmine Ramirez, Francisca Aguirre Beltran, Ashley Juarez, Bridget Kim, Tessa Appel, Sterling Kerr, Spencer Ingley, Gabe Meyer, Robin Tinghitella, Dale Broder, Lily Baeza, Chloe Beers, Julia Coakley, Whitney Kelsey, Sydney Gainforth, Gabi Wing, Audrey Martin, Aaliyah Amore Berry, Brooke Watley, Kiruthika Venkatesan, Rachel Bienstock, Annabella Brotherston, Madison Bryant, Mia Burgener, Emma P. Lieb, Rachel A. Johnson, Jennifer L. Hoffman, Kania Campbell, Kiena Campbell, Courtney Cassidy, Sage Krzyzkowski, Maddox Jones, Skylar Abookire, Luke Hawkins, Sunnah Yoon, Andrea Chu, Yan Qin, Nyah Cubbison, Brian Gearity, Daniel Mcintosh, Mariely Cruz, Edward Garrido, Grady Dionne, Nicole Doris, Lyndsie Salvagio, Ann-Charlotte Granholm-Bentley, Anna Dymov, Hannah Eckert, Gabrielle Welsh, Erica Larson, Charlie Ernst, Anna Zhou, Sarah Watamura, Larissa Fedorovich-Klein, Georgie Fields, Kimberly A. Guevara, Aven Mccall, Ben Peltier, Feruz Yahia, Patrick Flores, Jadyn Floyd, Sophia Forcier, J. Von R. Monteza, Peter Sokol-Hessner, Gwendolyn Geiger, Scott Nichols, Camryn Gunter, Kendal Hengst, Charlie Bednarz, Issy Garside, Addison Baker, Rachel Mina, Brooke Hermanson, Amanda Klingler, William Highfill, Sydney Jaques, Kerstin Lewey, Allison Grossery, Daniel Linseman, Ethan Lim, Jagger Livengood, Owen Mantelli, Gabby Pappas, Abby Mcdonald, Madeleine Dierking, Eve Miller, Emma Loeber, Anna Marlow, Michael Kerwin, Ella Mathews, Hillary Hamann, Khadija Mohamed, Vivian Nguyen, Gabri Notov, Ifunayachi Ogbonna-Ukuku, Sunil Kumar, Charles Baysah, Sarah Olson, Don Sullivan, Anna Paradiso, Jay Parrish, Mira Pronobis, Alisha Pravasi, Kerstin Haring, Diego Ramirez, Christopher Reardon, Juliana Ramirez, Casey Doherty, Ella Kestner, Teagan Weindel, Cate Billings, Pablo Torre-Walter, Lucy Rand, Samantha Reynolds, Mark Siemens, Khadeeja Rashid, Laine Satterlee, Piper Heilbronner, Lily Pound, Ben Whitehurst, Anna Respet, Lizzie Lesoing, Sydney Hertel, Aya Saad-Masri, Brooke Ballenger, Max Proske, Hannah Rosenberg, Ellia Nakahara, Sophia Espinoza, Ivan Woolhouse, Simon Ruland, Gorkem Er, Timothy Sweeny, Melaku Saketa, Michela Schenk, Maren Lynch, Madi Hamm, Grace Schroeder, Michelle Rozenman, Rana Seif, Jackson Hall, Marisela Simental, Daniel Paredes, Aaron Mena, Preston Spaan, Evelyn Stovin, David Andrew Swartz, Anh Tran, Daniel Pittman, Luke Farchione, Emily Boyer, Ukari Verner, Lacey Conrad, Jonathan Velotta, James Weiner, Jagger Gossett, Noah Sherry, Sam Proud, Ben Block, Avi Narayana, Zoey Weiss, Alyssa Wilson, Gabrielle Walsh, David Zonana, Keely Wright, Kena Riveria, Lillybelle Deer, Jena Doom, Elysia Davis, Isabelle Yaremenko, Caitlyn Young

DU Undergraduate Research Journal Archive

Abstracts from the DU Undergraduate Research Showcase.


Defending The Golden Fleece: A Study Of Disruption And Resilience In The Movement To Defund Public Libraries In Louisiana, Ciel Lane Quebedeaux 2025 University of New Orleans

Defending The Golden Fleece: A Study Of Disruption And Resilience In The Movement To Defund Public Libraries In Louisiana, Ciel Lane Quebedeaux

LSU New Orleans Theses and Dissertations

In this moment of societal change and institutional capture, public educational institutions have become sites of contention where national ideological and political debates are carried out in local school and library board meetings across the country. In Louisiana, the creation and expansion of a statewide conservative organization has led to the defunding of public libraries sparked by accusations of grooming and inappropriate programming. In response, local library defenders have created another statewide organization to share information and organizing strategies to combat disinformation campaigns propagated by conservative organizers at local and state levels. This qualitative study includes in-depth interviews with library …


A New City For A New Era: Xiong'an As Showcase Of China's Evolving Urban Ideology, Andrew STOKOLS 2025 Singapore Management University

A New City For A New Era: Xiong'an As Showcase Of China's Evolving Urban Ideology, Andrew Stokols

Research Collection College of Integrative Studies

Cities have long been expressions of political ideology in China and elsewhere. During China’s rapid urbanization over the past few decades, “new areas” became popular strategies to promote urban growth, following the success of Shenzhen, widely regarded as China’s first special economic zone. Today under Xi, Xiong’an New Area has become the latest “new area of national significance.” But unlike previous new areas in China, Xiong’an has become wedded to a distinct vision of the urban in Xi Jinping’s China, one in which the excesses of reform-era urbanization are controlled through new forms of affordable housing and finance, new ecological …


Government Information Clarity And Digital Engagement As Driving Forces Behind Digital Resilience On The Jepin Smart City Platform, Winda Chelsea Meisari, Muliawati -, Siti Fatimah 2025 Politeknik Negeri Pontianak

Government Information Clarity And Digital Engagement As Driving Forces Behind Digital Resilience On The Jepin Smart City Platform, Winda Chelsea Meisari, Muliawati -, Siti Fatimah

Jurnal Vokasi Indonesia

This study examines the influence of information clarity and government digital engagement on the digital resilience of urban communities, using the case study of the Jendela Pontianak Integrasi (JEPIN) platform. The research employs a quantitative approach using Partial Least Squares Structural Equation Modeling (PLS-SEM) with WarpPLS 7.0, involving 100 respondents from the city of Pontianak. The results indicate that information clarity (β = 0.49; p < 0.001) and government digital engagement (β = 0.37; p < 0.001) have a positive and significant effect on digital resilience. The model demonstrates strong reliability (Composite Reliability: 0.847–0.914; Cronbach’s Alpha: 0.772–0.882), good validity (factor loading > 0.5; AVE > 0.5), and a high level of model fit (GoF = 0.569). The R² value of 0.517 shows that the model explains 51.7% of the variance in digital resilience, while the Q² value of …


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