Andrew Crawley
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Andrew Crawley has a total of 14 co-authors. Here are the top co-authors by number of shared publications:
Max Munday
Cardiff Business School, Cardiff University, Cardiff, UK
3 shared publicationsSarah Welch
2 shared publicationsAdam Daigneault
University of Maine
1 shared publication- Angela Hallowell
School of Economics, University of Maine, Orono, ME, USA
1 shared publication Annette Roberts
Cardiff University, UK
1 shared publication- Brieanne Berry
Ursinus College, USA
1 shared publication
Latest Publications
- 3 January 2026
- Published by Springer Nature in AI & SOCIETY
- Vol. 41 (5) , 4515-4527
Tracking the structural evolution of AI research: a longitudinal framework
- 3 January 2026
- Published by Springer Nature in AI & SOCIETY
- Vol. 41 (5) , 4515-4527
Tracking the structural evolution of AI research: a longitudinal framework
- 21 November 2025
- Published by Springer Nature
- p. 49-76
Social Capital in Secondhand Markets
- Open Access
- 20 August 2025
- Published by Cambridge University Press (CUP) in Agricultural and Resource Economics Review
- Vol. 54 (3) , 705-720
Metrics for analyzing regional resilience: a bibliographic and cluster analysis approach
The term resilience has begun to proliferate in regional economic literature over the last decade as more and more authors have sought to connect the term to economic shocks. Resilience as a concept is not new, particularly for ecology and engineering, but its use in regional economic analysis is more recent. Many authors have sought to define and measure the resilience of regions to exogenous shocks, utilizing multifaceted interdisciplinary approaches. This paper uses a bibliometric approach to conduct an in-depth critical review of both the definitions and metrics associated with regional resilience. We found 98 unique studies that were reviewed to collate and analyze methods and indicators used to measure regional economic resilience. Our analysis identified 202 unique metrics (e.g., educational attainment) associated with regional economic resilience that can be aggregated into 15 overarching themes (e.g., demographics), and represented in 3 distinct clusters (e.g., community development).
- 20 August 2025
- Published by Cambridge University Press (CUP) in Agricultural and Resource Economics Review
- Vol. 54 (3) , 705-720
Open AccessMetrics for analyzing regional resilience: a bibliographic and cluster analysis approach
The term resilience has begun to proliferate in regional economic literature over the last decade as more and more authors have sought to connect the term to economic shocks. Resilience as a concept is not new, particularly for ecology and engineering, but its use in regional economic analysis is more recent. Many authors have sought to define and measure the resilience of regions to exogenous shocks, utilizing multifaceted interdisciplinary approaches. This paper uses a bibliometric approach to conduct an in-depth critical review of both the definitions and metrics associated with regional resilience. We found 98 unique studies that were reviewed to collate and analyze methods and indicators used to measure regional economic resilience. Our analysis identified 202 unique metrics (e.g., educational attainment) associated with regional economic resilience that can be aggregated into 15 overarching themes (e.g., demographics), and represented in 3 distinct clusters (e.g., community development).
- Open Access
- 1 September 2021
- Published by Board of Governors of the Federal Reserve System in International Finance Discussion Paper
- Vol. 2021.0 (1329) , 1-25
The Pitfalls of Using Location Quotients to Identify Clusters and Represent Industry Specialization in Small Regions
This paper examines the use of location quotients, a measure of regional business activity relative to the national benchmark, as an indicator of sectoral agglomeration in small cities and towns, and as a measure of industry specialization that might impact the number of new business startups in these places. Using establishment-level data on businesses located in Maine, our findings suggest that the addition of one "hypothetical" establishment in very small towns leads to a dramatic change in the magnitude of the region-industry location quotient. At population sizes of about 4,100 or more people, however, location quotients are reasonably stable. Regression results from an analysis of the relationship between new business activity and regional industry specialization show that the effect of location quotients on business startups switches from "inelastic" to "elastic" at a population size cutoff of about 2,600 residents. Overall, our findings suggest that researchers and practitioners should exercise caution when using location quotients to study small regions.
- 1 September 2021
- Published by Board of Governors of the Federal Reserve System in International Finance Discussion Paper
- Vol. 2021.0 (1329) , 1-25
Open AccessThe Pitfalls of Using Location Quotients to Identify Clusters and Represent Industry Specialization in Small Regions
This paper examines the use of location quotients, a measure of regional business activity relative to the national benchmark, as an indicator of sectoral agglomeration in small cities and towns, and as a measure of industry specialization that might impact the number of new business startups in these places. Using establishment-level data on businesses located in Maine, our findings suggest that the addition of one "hypothetical" establishment in very small towns leads to a dramatic change in the magnitude of the region-industry location quotient. At population sizes of about 4,100 or more people, however, location quotients are reasonably stable. Regression results from an analysis of the relationship between new business activity and regional industry specialization show that the effect of location quotients on business startups switches from "inelastic" to "elastic" at a population size cutoff of about 2,600 residents. Overall, our findings suggest that researchers and practitioners should exercise caution when using location quotients to study small regions.
- 1 March 2021
- Published by Elsevier in Journal of Macroeconomics
- Vol. 67
Improving estimates of job matching efficiency with different measures of unemployment
- 1 March 2021
- Published by Elsevier in Journal of Macroeconomics
- Vol. 67
Improving estimates of job matching efficiency with different measures of unemployment
- 11 February 2020
- Published by Taylor & Francis in Regional Studies
- Vol. 55 (3) , 427-440
Smart Specialisation: insights from the North American periphery
Smart Specialisation (S3) has been the driving force behind the European Union's regional innovation strategy for the last seven years. However, criticism has been levelled at the policy as lacking an evidence base. This paper tackles this gap in the literature by providing an empirical assessment of a strategy remarkably similar to S3: the Maine Economic Improvement Fund (MEIF). The paper finds that the MEIF has succeeded in increasing employment, but is less successful in increasing productivity. Given the similarity between the MEIF and S3, the paper provides important lessons for European practitioners and policy-makers implementing the strategy.
- 11 February 2020
- Published by Taylor & Francis in Regional Studies
- Vol. 55 (3) , 427-440
Smart Specialisation: insights from the North American periphery
Smart Specialisation (S3) has been the driving force behind the European Union's regional innovation strategy for the last seven years. However, criticism has been levelled at the policy as lacking an evidence base. This paper tackles this gap in the literature by providing an empirical assessment of a strategy remarkably similar to S3: the Maine Economic Improvement Fund (MEIF). The paper finds that the MEIF has succeeded in increasing employment, but is less successful in increasing productivity. Given the similarity between the MEIF and S3, the paper provides important lessons for European practitioners and policy-makers implementing the strategy.
- Open Access
- 26 January 2020
- Published by Elsevier in Regional Science Policy & Practice
- Vol. 12 (3) , 397-412
Selling The Region: The Problems of a Multi‐Agency Approach in Promoting Regional Economies
- 26 January 2020
- Published by Elsevier in Regional Science Policy & Practice
- Vol. 12 (3) , 397-412
Open AccessSelling The Region: The Problems of a Multi‐Agency Approach in Promoting Regional Economies
- 28 April 2019
- Published by Taylor & Francis in Applied Economics Letters
- Vol. 27 (2) , 77-81
Do high levels of US employment reduce labour matching efficiency?
The US has witnessed an unprecedented period of employment expansion following the 2008/09 recession. This article uses a Beveridge curve approach to estimate US labour matching efficiency over the course of the last decade. It then analyses the effect of increasing employment on this efficiency. The results show that employment and labour market efficiency are co-integrated and as employment rises the efficiency of the matching process decreases.
- 28 April 2019
- Published by Taylor & Francis in Applied Economics Letters
- Vol. 27 (2) , 77-81
Do high levels of US employment reduce labour matching efficiency?
The US has witnessed an unprecedented period of employment expansion following the 2008/09 recession. This article uses a Beveridge curve approach to estimate US labour matching efficiency over the course of the last decade. It then analyses the effect of increasing employment on this efficiency. The results show that employment and labour market efficiency are co-integrated and as employment rises the efficiency of the matching process decreases.
- 1 December 2018
- Published by SAGE Publications in Local Economy: The Journal of the Local Economy Policy Unit
- Vol. 33 (8) , 862-876
How serious is a devolved data deficit? A Welsh perspective
Over the last decade the UK has seen greater fiscal devolution with both Wales and Scotland gaining additional powers. However, to date, such devolution has not been sufficiently accompanied by an increase in the production of more local economic data to assist policymaking choices. The paper considers this issue by first exploring, in general, the availability of local economic data with a focus on Input–Output tables and trade statistics. The case of Wales is then used to explore the problems associated with the lack of local economic data. The paper suggests that not providing the means to assess how fiscal policy might impact economic performance could present a particularly serious challenge for devolved governments. The conclusions discuss how a devolved data deficit might be overcome in a cost-effective manner.
- 1 December 2018
- Published by SAGE Publications in Local Economy: The Journal of the Local Economy Policy Unit
- Vol. 33 (8) , 862-876
How serious is a devolved data deficit? A Welsh perspective
Over the last decade the UK has seen greater fiscal devolution with both Wales and Scotland gaining additional powers. However, to date, such devolution has not been sufficiently accompanied by an increase in the production of more local economic data to assist policymaking choices. The paper considers this issue by first exploring, in general, the availability of local economic data with a focus on Input–Output tables and trade statistics. The case of Wales is then used to explore the problems associated with the lack of local economic data. The paper suggests that not providing the means to assess how fiscal policy might impact economic performance could present a particularly serious challenge for devolved governments. The conclusions discuss how a devolved data deficit might be overcome in a cost-effective manner.
- 18 September 2017
- Published by SAGE Publications in Local Economy: The Journal of the Local Economy Policy Unit
- Vol. 32 (6) , 576-589
Priority sectors in city regions? Some issues from a study of the Cardiff Capital Region
The City Region is becoming the spatial focus for economic development policy across many parts of the European continent. But these functional regions have taken on a new impetus in the UK with the introduction of ‘city deals’ aimed at improving network and coordination of actors in local authorities. One of the goals of city regions is to improve industrial policy particularly lacking since the abolition of many of the Regional Development Agencies across the UK. However, city regions in developing policy appear to be following in an unquestioning manner the industrial priorities of earlier institutions, and nowhere is this more obvious than in the case of the identification of priority industry development sectors. Too often the selection of industries and clusters for special support has been undertaken in an unquestioning manner. In this paper we focus on the case of the Cardiff Capital Region. We review approaches to identify priority sectors in this case and the problems associated with this policy approach.
- 18 September 2017
- Published by SAGE Publications in Local Economy: The Journal of the Local Economy Policy Unit
- Vol. 32 (6) , 576-589
Priority sectors in city regions? Some issues from a study of the Cardiff Capital Region
The City Region is becoming the spatial focus for economic development policy across many parts of the European continent. But these functional regions have taken on a new impetus in the UK with the introduction of ‘city deals’ aimed at improving network and coordination of actors in local authorities. One of the goals of city regions is to improve industrial policy particularly lacking since the abolition of many of the Regional Development Agencies across the UK. However, city regions in developing policy appear to be following in an unquestioning manner the industrial priorities of earlier institutions, and nowhere is this more obvious than in the case of the identification of priority industry development sectors. Too often the selection of industries and clusters for special support has been undertaken in an unquestioning manner. In this paper we focus on the case of the Cardiff Capital Region. We review approaches to identify priority sectors in this case and the problems associated with this policy approach.