Archive for Economic Development, Resilience, and Innovation
Economic shocks, food insufficiency and mental health: Evidence from the COVID-19 pandemic
Millions of Americans experienced a sudden loss of income along with hunger early in the COVID-19 outbreak. Using Household Pulse Survey data from April 23, 2020 to March 29, 2021, the authors found that the pandemic significantly impacted both food sufficiency and mental health, with food insufficiency having a larger negative impact on mental health than income loss.
Authors: Yuxuan Pan, Linlin Fan, Stephan Goetz
Publication: Plos ONE Date Published: March 12, 2026
Tags: COVID-19, food security, mental health
Rural innovative firms and credit: Findings from the annual business survey
Credit access remains a critical constraint for rural firms. This study examines how the innovation orientation of businesses affects credit access in urban and rural areas using the 2021 Annual Business Survey.
Authors: Luyi Han, Timothy R. Wojan, Anil Rupasingha, Stephan J. Goetz
Publication: Elsevier Finance Research Open Date Published: September 17, 2025
Tags: rural innovation
Small Business Loans in Different U.S. County Types
This working paper describes how the number of financial loans and loan amounts per capita vary across different U.S. county types over the period 2000-2022, using Community Reinvestment Act small business loan data.
Authors: Yuxuan Pan, Stephan J. Goetz, and Yuan (Timothy) Zhuang
Publication: NERCRD Rural Development Working Paper Series Date Published: August 20, 2025
Tags: Community Reinvestment Act, RDP
Design: A critical input to rural innovative entrepreneurship
Abstract: Described as a mediation between people and technology, design is critical to innovative entrepreneurship but has been ignored in innovation research. The rigorous study of design has suffered from an inability to differentiate firms that approach design as ad hoc from those approaching design as a structured, creative process. This research uses newly available data from the 2022 Annual Business Survey Design Module categorizing 4 different approaches to design. These data allow us to examine the link between design and innovation with a focus on businesses in nonmetropolitan counties that challenges conventional wisdom that design is overwhelmingly an urban phenomenon.
A news release describing the key findings and their implications is available here.
Authors: Timothy Wojan, Luyi Han, Zheng Tian, Stephan J. Goetz
Publication: Journal of Innovation and Entrepreneurship Date Published: June 18, 2025
Tags: rural innovation





