College of Business Faculty Research

Comprised of some of the most passionate and innovative minds in business, the world-class faculty at Florida Atlantic University's College of Business is one of the key reasons the college has been recognized by The Financial Times, U.S. News & World Report, The Princeton Review, and many others.

Our faculty members are also recognized scholars who are actively engaged in research (peer-reviewed, public scholarship, and grants) with the support of the college's Centers like the Adams Center for Entrepreneurship, Madden Center for Value Creation, Center for Forensic Accounting, and the Phil Smith Center for Free Enterprise.

FAU Business faculty have published peer-reviewed research on topics such as audit pricing, international trade, information privacy, social media, asset pricing and business clusters in leading publications like American Economic Review, Journal of Finance, Journal of Applied Psychology, and Journal of Marketing.

Faculty actively participate in grants sponsored from public and private sources at the local, regional, and national levels.

Faculty also produce and deliver public scholarship* targeted directly to consumers, business leaders, and policy makers with the goal of creating more informed applied business decision making. *Public Scholarship is the way that public and academic communities create and spread knowledge.

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Database of Research Publications

Below, browse through our database of recent research production from our College of Business faculty.

Use “Search” to filter the table by date, type, source, faculty details, etc. Table data can also be downloaded in different formats (CSV, Excel, PDF, etc.) by clicking the associated button.

Note: Link(s) to available research publications included where available. Public scholarship and grant links, when available, are provided to internal college resources as well. We cannot guarantee links will remain active in perpetuity.

BETA Version

Date	Title	Source	Faculty Name	Type
2023-11-21	Punter Index - Week 12	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-11-21	Kicker Index - Week 12	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-11-21	Punter Index - Week 12	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-11-21	Kicker Index - Week 12	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-11-16	Waller, Weeks And Johnson Rental Index - October Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-11-14	Punter Index - Week 11	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-11-14	Kicker Index - Week 11	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-11-14	Punter Index - Week 11	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-11-14	Kicker Index - Week 11	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-11-13	Information Transfer of CEO Turnover: Evidence from Firm-CEO Mismatch	Journal of Corporate Finance	Rosemond Desir	Peer Reviewed
2023-11-13	Information Transfer of CEO Turnover: Evidence from Firm-CEO Mismatch	Journal of Corporate Finance	Maya Thevenot	Peer Reviewed
2023-11-13	Information Transfer of CEO Turnover: Evidence from Firm-CEO Mismatch	Journal of Corporate Finance	Scott Seavey	Peer Reviewed
2023-11-10	Labor Protection and Stock Price Crash Risk: Evidence from International Equity Markets	British Accounting Review	David Fang	Peer Reviewed
2023-11-07	Punter Index - Week 10	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-11-07	Kicker Index - Week 10	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-11-07	Punter Index - Week 10	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-11-07	Kicker Index - Week 10	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-11-07	October 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-10-30	Punter Index - Week 9	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-30	Kicker Index - Week 9	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-30	Punter Index - Week 9	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-30	Kicker Index - Week 9	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-30	Advanced Practice Nurse Case Managers Improve Efforts by U.S Hospitals to Address Patient Social Needs	Journal of Advanced Nursing	Scott Feyereisen	Peer Reviewed
2023-10-30	Advanced Practice Nurse Case Managers Improve Efforts by U.S Hospitals to Address Patient Social Needs	Journal of Advanced Nursing	Neeraj Puro	Peer Reviewed
2023-10-27	Inflation Expectations - October Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-10-26	Bitcoin Blocksize, Custodial Security, and Price	Social Science Research Network	Douglas Cumming	Peer Reviewed
2023-10-26	Bitcoin Blocksize, Custodial Security, and Price	Social Science Research Network	William J. Luther	Peer Reviewed
2023-10-25	Punter Index - Week 8	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-25	Kicker Index - Week 8	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-25	Punter Index - Week 8	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-25	Kicker Index - Week 8	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-18	Price-To-Rent Report - September Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-10-18	Top 100 U.S. Housing Markets - September Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-10-17	Punter Index - Week 7	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-17	Kicker Index - Week 7	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-17	Punter Index - Week 7	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-17	Kicker Index - Week 7	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-16	Waller, Weeks And Johnson Rental Index - September Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-10-16	Hispanic Index of Consumer Sentiment	Business & Economics Polling Initiative at Florida Atlantic University	Monica Escaleras	Public Scholarship
2023-10-12	Punter Index - Week 6	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-12	Kicker Index - Week 6	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-12	Punter Index - Week 6	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-12	Kicker Index - Week 6	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-05	Punter Index - Week 5	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-05	Kicker Index - Week 5	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-10-05	Punter Index - Week 5	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-05	Kicker Index - Week 5	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-10-03	September 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-09-29	Inflation Expectations - September Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-09-27	Punter Index - Week 4	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-27	Kicker Index - Week 4	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-27	Punter Index - Week 4	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-27	Kicker Index - Week 4	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-21	Risk Taking, Performance, and Resilience to the COVID-19 Pandemic: Evidence from Public Property-Casualty Insurers	International Review of Financial Analysis	Charles Yang	Peer Reviewed
2023-09-20	Price-To-Rent Report - August Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-09-20	Top 100 U.S. Housing Markets - August Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-09-19	Punter Index - week 3	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-19	Kicker Index - Week 3	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-19	Punter Index - week 3	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-19	Kicker Index - week 3	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-18	Waller, Weeks And Johnson Rental Index - August Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-09-17	Toward an Attitude-Based Path to Co-creation: Exploring Customer Engagement in New Product Development	Journal of Global Marketing	Melanie Lorenz	Peer Reviewed
2023-09-12	Diversification Measures: Mutual Fund Family Case	International Review of Financial Analysis	Anna Agapova	Peer Reviewed
2023-09-11	Punter Index - week 2	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-11	Kicker Index - Week 2	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-11	Punter Index - week 2	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-11	Kicker Index - week 2	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-08	Sustainable Regional Real Options Value Chains: An Ounce of Prevention is Worth a Pound of Cure	Management Research: The Journal of the Iberoamerican Academy of Management	Len Trevino	Peer Reviewed
2023-09-06	Variance of US Hospital Characteristics by Safety-Net Definition	JAMA Network Open	Neeraj Puro	Peer Reviewed
2023-09-06	Punter Index - week 1	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-06	Kicker Index - Week 1	FAU Sport Management Kicker & Punter Indexes	Evan Jaffe	Public Scholarship
2023-09-06	Punter Index - week 1	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-06	Kicker Index - week 1	FAU Sport Management Kicker & Punter Indexes	Marc Rhorer	Public Scholarship
2023-09-01	August 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-09-01	Differential Impact of Hospital and Community Factors on Scope of Hospital and Community Factors on Breadth and Depth of Hospital Population Health Partnerships	Health Services Research	Neeraj Puro	Peer Reviewed
2023-09-01	Differential Impact of Hospital and Community Factors on Scope of Hospital and Community Factors on Breadth and Depth of Hospital Population Health Partnerships	Health Services Research	Scott Feyereisen	Peer Reviewed
2023-08-31	Inflation Expectations - August Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-08-29	The market price to embedded value gap: An analysis of European life insurers	Review of Quantitative Finance and Accounting	Charles Yang	Peer Reviewed
2023-08-23	Price-To-Rent Report - July Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-08-23	Top 100 U.S. Housing Markets - July Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-08-21	Waller, Weeks And Johnson Rental Index - July Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-08-13	The innovation paradox of global work: Does cultural tightness shape or constrain innovative behaviour?	Journal of Occupational and Organizational Psychology	Melanie Lorenz	Peer Reviewed
2023-08-01	July 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-08-01	Earnings announcement content as a signal of reliability	Journal of Accounting, Auditing, and Finance	Scott Seavey	Peer Reviewed
2023-08-01	Analysts’ Institutional Client Catering and Reputation Tradeoff: Strategic Timing of Recommendations	Journal of Accounting, Auditing, and Finance	Anna Agapova	Peer Reviewed
2023-07-31	Inflation Expectations - July Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-07-24	The US health insurance market: Performance and efficiency analyses	Handbook of Insurance	Charles Yang	Peer Reviewed
2023-07-20	Are foreign-born CEOs held to a higher performance standard? The role of national origin in CEO dismissals	Global Strategy Journal	Yannick Thams	Peer Reviewed
2023-07-20	Waller, Weeks And Johnson Rental Index - June Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-07-17	Price-To-Rent Report - June Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-07-17	Top 100 U.S. Housing Markets - June Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-07-07	Inflation Expectations - June Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-07-05	June 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-06-30	Tourism Myths and the Dunning Kruger Effect Annals of Tourism Research	Annals of Tourism Research	Soyoung Park	Peer Reviewed
2023-06-30	Short-term Rentals, Resilience, and Gentrification	Annals of Tourism Research	Soyoung Park	Peer Reviewed
2023-06-29	Equity Crowdfunding Tracker Update	Equity Crowdfunding Tracker at Florida Atlantic University	Douglas Cumming	Public Scholarship
2023-06-29	Equity Crowdfunding Tracker Update	Equity Crowdfunding Tracker at Florida Atlantic University	Sofia Johan	Public Scholarship
2023-06-23	Do liberal and conservative-leaning CEOs approach de-internationalization differently? Zooming in on the onset of the 2022 Russia/Ukraine crisis	Journal of World Business (AJG 4)	Yannick Thams	Peer Reviewed
2023-06-23	Price-to-rent Report - May Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-06-23	Top 100 U.S. Housing Markets - May Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-06-13	Waller, Weeks And Johnson Rental Index - May Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-06-08	Publicness, Organizational Strategies, and Public Value Outcomes: An Empirical Analysis of U.S Acute Care Hospitals	Public Management Review	Neeraj Puro	Peer Reviewed
2023-06-06	May 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-05-30	Inflation Expectations - May Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-05-24	Price-to-rent Report - April Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-05-24	Top 100 U.S. Housing Markets - April Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-05-23	Waller, Weeks And Johnson Rental Index - April Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-05-23	Understanding Employee Work-Life Conflict Experiences: Self-Leadership Responses Involving Resource Management for Balancing Work, Family, and Professional Development	Journal of Occupational and Organizational Psychology	Ethlyn Williams	Peer Reviewed
2023-05-18	Social networks and managerial rent-seeking: Evidence from executive trading profitability	European Financial Management	David Fang	Peer Reviewed
2023-05-14	Stock Market Manipulation and Corporate Venture Capital Investments	Social Science Research Network	Douglas Cumming	Peer Reviewed
2023-05-09	Too real? The conflicting roles of adaptation and authenticity in intercultural service encounters	Journal of Services Marketing	Melanie Lorenz	Peer Reviewed
2023-05-02	April 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-05-01	Optimal investment for defined-contribution pension plans under money illusion	Review of Quantitative Finance and Accounting	Charles Yang	Peer Reviewed
2023-04-30	Use of electronic health records in underserved communities in Florida	National Institutes of Health	Pierre Alexandre	Grant
2023-04-30	Use of electronic health records in underserved communities in Florida	National Institutes of Health	Judith Monestime	Grant
2023-04-30	Algorithmic trading and market quality: International evidence of the impact of errors in colocation dates	Journal of Banking & Finance	Douglas Cumming	Peer Reviewed
2023-04-30	Firm-Level Pay Disparity and Breach Risk	Journal of Information Systems	Robert Pinsker	Peer Reviewed
2023-04-30	The ChatGPT Artificial Intelligence Chatbot: How Well Does It Answer Accounting Assessment Questions?	Accounting Education	Robert Pinsker	Peer Reviewed
2023-04-28	Inflation Expectations - April Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-04-27	Corporate Culture and IPOs	Social Science Research Network	Douglas Cumming	Peer Reviewed
2023-04-27	Work-from-Home and the Risk of Securities Misconduct	Social Science Research Network	Douglas Cumming	Peer Reviewed
2023-04-19	Hispanic Index of Consumer Sentiment	Business & Economics Polling Initiative at Florida Atlantic University	Monica Escaleras	Public Scholarship
2023-04-19	Price-to-rent Report - March Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-04-19	Top 100 U.S. Housing Markets - March Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-04-17	Waller, Weeks and Johnson Rental Index - march Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-04-04	March 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-03-31	Inflation Expectations - March Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-03-31	Not My Circus, Not my Monkeys? Frontline Employee Perceptions of Customer Deviant Behaviors and Service Firms’ Guardianship Policies	Journal of Service Research	Melanie Lorenz	Peer Reviewed
2023-03-27	Price-to-rent Report - February Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-03-27	Top 100 U.S. Housing Markets - February Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-03-27	Waller, Weeks and Johnson Rental Index - February Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-03-21	Walls to tear down	Journal of Business Venturing	Mark Packard	Peer Reviewed
2023-03-12	The effect of gender inequities in the classroom and beyond in US business schools	Journal of Management Education	Len Trevino	Peer Reviewed
2023-03-07	February 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-03-01	Navigating political risk: Protectionism and ownership strategy in Cross-border M&As	Journal of Business Research	Kimberly Ellis	Peer Reviewed
2023-02-28	Inflation Expectations - February Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-02-24	Price-to-rent Report - January Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-02-24	Top 100 U.S. Housing Markets - January Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-02-14	Waller, Weeks and Johnson Rental Index - January Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-02-13	When the chickens come home to roost: The short- versus long-term performance implications of government contracting and supplier network structure	Journal of Business Logistics	Steven Carnovale	Peer Reviewed
2023-02-07	January 2023 Logistics Manager’s Index Report	Logistics Managers' Index	Steven Carnovale	Public Scholarship
2023-01-31	Inflation Expectations - January Report	Monthly Inflation Report at Florida Atlantic University	William J. Luther	Public Scholarship
2023-01-23	Hispanic Index of Consumer Sentiment	Business & Economics Polling Initiative at Florida Atlantic University	Monica Escaleras	Public Scholarship
2023-01-16	Price-to-rent Report - December Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-01-16	Top 100 U.S. Housing Markets - December Data	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-01-16	Waller, Weeks and Johnson Rental Index - December Index	The Real Estate Initiative at Florida Atlantic University	Ken Johnson	Public Scholarship
2023-01-01	Gender Diversity in Ownership and Firm Innovativeness in Emerging Markets. The Mediating Roles of R&D Investments and External Capital	Research Policy	Christopher Boudreaux	Peer Reviewed
2023-01-01	Taking Mental Models Seriously: Institutions, Entrepreneurship, and the Mediating Role of Socio-Cognitive Traits	Small Business Economics	Christopher Boudreaux	Peer Reviewed
2023-01-01	Self-Employment and Eudaimonic Well-being: The Mediating Role of Problem- and Emotion-Focused Coping	Entrepreneurship Theory and Practice	Christopher Boudreaux	Peer Reviewed
2023-01-01	Managerial Ability, CEO Age and the Moderating Effect of Firm Characteristics	Journal of Business Finance and Accounting	Rosemond Desir	Peer Reviewed
2023-01-01	Managerial Ability, CEO Age and the Moderating Effect of Firm Characteristics	Journal of Business Finance and Accounting	Joseph Rakestraw	Peer Reviewed
2023-01-01	Managerial Ability, CEO Age and the Moderating Effect of Firm Characteristics	Journal of Business Finance and Accounting	Scott Seavey	Peer Reviewed
2023-01-01	Managerial Ability, CEO Age and the Moderating Effect of Firm Characteristics	Journal of Business Finance and Accounting	James Wainberg	Peer Reviewed
2023-01-01	Managerial Ability, CEO Age and the Moderating Effect of Firm Characteristics	Journal of Business Finance and Accounting	George Young	Peer Reviewed
2022-10-20	Healing the Digital Divide with Digital Inclusion: Enabling Human Capabilities	Journal of Service Research	Andrew Gallan	Peer Reviewed