REGIONAL ECONOMIC ASSESSMENT. Identity, Linkages, and Opportunities

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REGIONAL ECONOMIC ASSESSMENT for the North San Joaquin Valley: Identity, Linkages, and Opportunities SUMMARY REPORT APRIL 2015

Prepared by: Jeffrey A. Michael and Thomas E. Pogue This report has been prepared by the Center for Business and Policy Research in the Eberhardt School of Business at the University of the Pacific. The report forms part of the North San Joaquin Valley regional economic assessment. This project is supported through the Department of Commerce s Economic Development Administration (EDA) s Local Technical Assistance Project No. 07-06-07037. The statements, findings, conclusions, recommendations, and other data in this report are solely those of the authors and do not necessarily reflect the views of the U.S. Economic Development Administration (EDA). University of the Pacific, 2015. Licensed under the Creative Commons Deed Attribution- 4.0

CONTENTS Introduction 4 Regional Identity 5 Intra-regional Linkages among the NSJV counties 7 Inter-regional Linkages and the Northern California Megaregion 9 Similarities and Differences with the SSJV 15 Implications and Regional Direction 16 Appendix: Assessment Resources and NSJV Monitoring and Evaluation 18 References 19 FIGURES Figure 1 Map of NSJV 4 Figure 2 NSJV Race and Ethnicity by County 6 Figure 3 NSJV Population Composition by High School and Bachelor s Degree Attainment 7 Figure 4 NSJV Human Capital Index by Census Tract 8 Figure 5 NSJV Inter-Regional Migration, 2012 Inflows and Outflows of Population 1-Year and Older 10 Figure 6 Comparative Inter-Regional Net Migration Flows 11 Figure 7 NSJV Inter-Regional Employment Interchange 1980 and 2010 12 Figure 8 California s Human Capital Index by Region 13 Figure 9 Per-Capita Personal Income by Region 14 Figure 10 Industry Employment Based Location Quotients in the NSJV and the SSJV, 2012 14 TABLES Table 1 NSJV Intra-Regional Migration Flows 1991 & 2011 9 Table 2 NSJV Inter-Regional Migration Flows 1996 & 2011 9 CENTER FOR BUSINESS AND POLICY RESEARCH 3

INTRODUCTION FIGURE 1 MAP OF NSJV The University of the Pacific s Center for Business and Policy Research initiated the Regional Economic Assessment of the North San Joaquin Valley (NSJV) in September 2013 with the support of the U.S. Economic Development Administration. Advancing understanding about the NSJV, the project provided an unprecedented assessment of the region s competitiveness, employment, and growth through a series of technical reports and culminating event in November 2014. This Summary Report highlights key findings from the project and initial conversations around strategies and actions to advance regional economic development in the NSJV. As shown in Figure 1, the NSJV consists of three adjoining California counties: San Joaquin, Stanislaus, and Merced. The region is about the same size as Connecticut (4,821 square miles), and with over 1.5 million residents, its population is larger than that of 11 states. With an abundance of rich farmland, orchards and vineyards, it is noted for a large variety of agricultural 4 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

products. However, the majority of the NSJV population lives in its growing cities, which include Stockton, Modesto, and Merced. The NSJV is also an intersection of the San Francisco Bay Area, the Sacramento Capital Region, and the South San Joaquin Valley Region. Its changing interrelationships with these regions distinguish the NSJV as a cohesive area and substantially define its economic development challenges and opportunities. Detailing the nature of this regional identity and its drivers was a central component of the assessment. Three key elements define the region: 1. Intra-regional linkages among the NSJV counties: In addition to similar economic systems and markets facilitating linkages, the NSJV counties are united through intraregional commuting and migration. 2. Growing inter-regional linkages with the San Francisco Bay Area and the Sacramento Area: While possessing distinct economic systems and socio-economic structures, the regions are strongly linked through commuting and migration patterns. 3. Increasing distinction from the South San Joaquin Valley (SSJV): Despite similar socioeconomic structures, the two regions have limited commuting and migration connections, different inter-regional linkages, and distinct areas of comparative advantage. The assessment also developed an unprecedented set of resources on the NSJV for development practitioners and policy makers including six detailed technical reports available at the project website: go.pacific.edu/nsjv, and described in more detail in the Appendix of this Summary Report. A few highlights include: A multi-faceted industrial cluster analysis. A knowledge-based occupational clusters analysis. Comprehensive intra- and inter-regional commuter and migration analyses. Analysis of human capital and other regional assets. Issues identified from these analyses and discussions with stakeholders have led to the development of a list of priority indicators for monitoring and evaluation that can be iteratively updated to address evolving concerns over the region s economic development. REGIONAL IDENTITY A lack of recognition of the unique issues and opportunities facing the NSJV strongly motivated the NSJV regional economic assessment. Several prominent statewide and regional initiatives have identified the sprawling eight-county San Joaquin Valley as an economic region, an area over 300 miles in length that includes both the Tulare Basin and San Joaquin River Valley and four of the 100 largest MSAs in the United States. 1 The distance between Stockton and Bakersfield is about the same as between Detroit, Michigan and Chicago, 1 Example of initiatives include the California Governor s Office of Business and Economic Development, www.business.ca.gov; the California Stewardship Network and California Forward s California Economic Summit, www.caeconomy.org; the California Partnership for the San Joaquin Valley, http://sjvpartnership.org/about-us/the-sanjoaquin-valley/; and the United States Environmental Protection Agency s Air Pollution Control Districts (APCD) and Air Quality Management Districts (AQMD), www.arb.ca.gov/capcoa/dismap.htm. CENTER FOR BUSINESS AND POLICY RESEARCH 5

FIGURE 2 NSJV RACE AND ETHNICITY BY COUNTY 100% 90% Hispanic 80% 70% 55.7% 42.7% 39.7% Other Races 60% 50% 40% 30% 20% 10% 1.3% 8.0% 3.7% 31.2% 2.0% 2.3% 6.1% 15.2% 3.0% 7.5% 45.9% 35.7% Asian African American White 0% Merced County Stanislaus County San Joaquin County Source: U.S. Census Bureau, 2012 American Community Survey 5-Year Estimates. Illinois or between Atlanta, Georgia and Charlotte, North Carolina. The NSJV regional The NSJV regional assessment makes the case for assessment makes the case why the NSJV region must be for why the NSJV region considered distinct from the must be considered distinct 5-county South San Joaquin Valley (SSJV) for economic from the 5-county South development efforts. San Joaquin Valley (SSJV) While sharing many socioeconomic features, the NSJV efforts. for economic development and SSJV differ significantly in economic structure including the scale of their agricultural economies. The biggest difference between the NSJV and the SSJV is in their inter-regional linkages. The NSJV has deep and growing linkages with the San Francisco Bay Area; it also has significant ties with the Sacramento Area. The growing interconnections of these regions are evidence of a developing Northern California Megaregion, characterized by interlocking economic systems, shared natural resources and ecosystems as well as common transportation networks linking population centers. In contrast, the SSJV is intra-regionally focused with the notable exception of Kern County which has significant ties to the Los Angeles Area. The NSJV also has significant social and economic integration among its counties and associated sub-regions. These intra-regional linkages further differentiate the NSJV from the SSJV. 6 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

FIGURE 3 NSJV POPULATION COMPOSITION BY HIGH SCHOOL AND BACHELOR S DEGREE ATTAINMENT 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% 78.3% 77.8% 81.0% 85.7% 67.5% 30.5% 28.5% 18.9% 16.1% 12.8% San Joaquin Stanislaus Merced California USA Percent high school graduate or higher Percent bachelor's degree or higher Source: U.S. Census Bureau, 2012 American Community Survey 5-Year Estimates. INTRA-REGIONAL LINKAGES AMONG THE Bay Area, has the highest level of educational NSJV COUNTIES attainment and is more diverse in race and The Technical Reports on Migration and Commuting ethnicity. provide evidence of growing intra-regional The Technical Report on Human Capital also linkages. Similarly, the reports on Industrial includes detailed analysis of the geography of and Occupational Clustering highlight common human capital across the NSJV. 2 An example of economic systems with that detail is contained in Figure agricultural foundations and 4, which shows higher levels of growing transportation and The NSJV has deep and human capital as darker colors logistics sectors. Detailed and highlights the disparate demographic profiles in the growing linkages with the levels of human capital across Technical Report on Human San Francisco Bay Area; the NSJV. The map shows small Capital assessment show it also has significant areas of high human capital similar socio-economic ties with the near all of the NSJV s cities, and structures and educational attainment across the NSJV Sacramento Area. concentrations of low human capital on the south side of the as shown in Figures 2 and NSJV s largest cities of Stockton 3. All three counties are and Modesto. characterized by lagging levels of educational achievement. Another common As seen in Table 1, the share of in-migrants and feature is that the counties also have large out-migrants among NSJV counties is rising Hispanic populations, especially in younger age cohorts. San Joaquin County, the closest to the 2 In Figure 4 human capital is measured by the population s educational attainment. CENTER FOR BUSINESS AND POLICY RESEARCH 7

FIGURE 4 NSJV HUMAN CAPITAL INDEX BY CENSUS TRACT Galt Isleton Lodi Lockeford Angels Camp Stockton San Joaquin County Sonora Legend Mountain House Tracy Lathrop Manteca Ripon Escalon Riverbank Oakdale HCI > 145 130.01-145 115.01-130 100.01-115 < 100 Modesto Waterford Ceres Hughson Stanislaus County Patterson Turlock Livingston Atwater Newman Merced Gustine Merced County Chowchilla Los Banos Gilroy Dos Palos Source: U.S. Census Bureau, 2012 American Community Survey 5-Year Estimates. 8 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

TABLE 1 NSJV INTRA-REGIONAL MIGRATION FLOWS 1991 & 2011 Merced Stanislaus San Joaquin 1991 2011 1991 2011 1991 2011 % of All Inflows from Other NSJV Counties 17.3% 28.1% 21.3% 33.8% 15.7% 14.8% % of All Outflows to Other NSJV Counties 18.9% 30.9% 21.9% 32.2% 12.2% 14.7% Source: Internal Revenue Service, Statistics of Income (SOI) Division, U.S. Population Migration Data. TABLE 2 NSJV INTER-REGIONAL MIGRATION FLOWS 1996 & 2011 San Francisco Bay Area Sacramento Area 1996 2011 1996 2011 % of All Inflows from 28.9% 31.5% 6.2% 7.5% % of All Outflows to 16.2% 24.8% 7.8% 8.9% Source: Internal Revenue Service, Statistics of Income (SOI) Division, U.S. Population Migration Data. despite the proportion of migrants as a whole being steady at about 4% of the population. Inflows to San Joaquin County are the exception to this trend, but the marginal decline in that instance is the result of robust in-migration from the San Francisco Bay Area which is discussed in the next section. In-flows and out-flows of commuters (employment interchange) among NSJV counties has been consistently increasing. Employment interchange between Merced and Stanislaus counties increased by 63% from 1980 to 2010. These intra-regional commute flows exceeded 18% in 2010 leading to their being declared a new Combined Statistical Area (CSA), the Modesto-Merced CSA. 3 Employment interchange 3 The United States Office of Management and Budget (OMB) defines CSA based on the social and economic ties between adjacent metropolitan statistical areas (MSA), it measures these ties by the level of employment interchange between the MSA. between Stanislaus and San Joaquin counties also increased, rising from 6.9% in 1980 to 14% in 2010. This rising intra-regional commuting is one of the clearest indicators of the growing integration of the NSJV economies in recent decades. INTER-REGIONAL LINKAGES AND THE NORTHERN CALIFORNIA MEGAREGION The NSJV region is strongly linked through commuting and migration patterns to the neighboring San Francisco Bay Area and the Sacramento Area. As seen in Table 2, the share of in-migrants and out-migrants among the NSJV s surrounding regions has been consistently growing. This geographic mobility is an important source of population change across the NSJV with net migration inflows from the Bay Area offsetting CENTER FOR BUSINESS AND POLICY RESEARCH 9

FIGURE 5 NSJV INTER-REGIONAL MIGRATION, 2012 INFLOWS AND OUTFLOWS OF POPULATION 1-YEAR AND OLDER 22,500 20,000 17,500 15,000 12,500 10,000 7,500 20,239 12,769 11,641 11,264 11,822 16,143 5,000 2,500 0 5,801 6,659 3,938 4,230 Inflow Outflow Inflow Outflow Inflow Outflow Inflow Outflow Inflow Outflow San Francisco Bay Area Sacramento Area South San Joaquin Valley Other California Regions Out-of-State Source: U.S. Census Bureau, County-to-County Migration Flows, 2012 American Community Survey 5-Year Estimates. net outflows to other parts of California and the United inflows from the Bay Area is similar to that of the States as seen in Figure 5. 4 Sacramento Area and is markedly In-flows and out-flows of While income and educational different from that seen in the commuters (employment characteristics of migrants are SSJV. 5 While clearly sharing a not available by sub-region, the data does differentiate interchange) among NSJV counties has been general inter-regional migration pattern with the between the rest of California Sacramento Area, differences in consistently increasing. and other states. Details in the the regions relative populations Technical Report on Migration show that other Californian migrants, who are primarily make the scale of the Bay Area s inflow to the NSJV even more pronounced. from the Bay Area, tend to be lower-middle Inter-regional commuting is another major linkage class and working class. These migrant inflows between the NSJV, the Sacramento have household incomes between $25,000 and Area, and especially the San Francisco Bay Area. $75,000 with education levels typically less than a Between 1980 and 2010 employment interchange bachelor s degree. between San Joaquin County and the Bay Area As shown in Figure 6, the pattern of net migrant 4 Net migration is the difference between migration inflows less migration outflows. 5 Kern County has a significant net population inflow of migrants from the Los Angeles Region, which gives the SSJV an overall net inflow in population. For further details see the Migration Technical Report. 10 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

FIGURE 6 COMPARATIVE INTER-REGIONAL NET MIGRATION FLOWS 8,000 7,000 6,000 5,000 4,000 3,000 2,000 1,000 0-1,000-2,000-3,000-4,000-5,000-6,000-7,000-8,000 Bay Area 2012 NSJV Net Migration Sacramento South San Joaquin Valley Other California Out-of-State 9,000 8,000 7,000 6,000 5,000 4,000 3,000 2,000 1,000 0-1,000-2,000-3,000-4,000-5,000-6,000 Bay Area 2012 Sacramento Net Migration North San Joaquin Valley South San Joaquin Valley Other California Out-of-State 9,000 8,000 7,000 6,000 5,000 4,000 3,000 2,000 1,000 0-1,000-2,000-3,000-4,000-5,000-6,000 Bay Area 2012 SSJV (excl. Kern) Net Migration Sacramento North San Joaquin Valley Kern County Other California Out-of-State Source: U.S. Census Bureau, County-to-County Migration Flows, 2012 American Community Survey 5-Year Estimates. CENTER FOR BUSINESS AND POLICY RESEARCH 11

FIGURE 7 NSJV INTER-REGIONAL EMPLOYMENT INTERCHANGE 1980 AND 2010 14.0% 13.6% 12.0% 10.0% 1980 2010 8.0% 6.0% 4.0% 2.0% 1.2% 1.5% 1.7% 4.0% 2.5% 0.0% South San Joaquin Valley Sacramento Bay Area Source: U.S. Census Bureau, Census Transportation Planning Products (CTPP) 1980 and 2010. increased dramatically from 4.1% to 19.7%, and led to San Joaquin County being included in the San Jose-San Francisco- Oakland, CA Combined Statistical Area in the latest, 2012, delineations. 6 In contrast to the intraregional commuters where data suggests skill neutral inter-regional commuters are characterized by a significant circulation The Assessment shows that the NSJV is clearly a core part of the Northern California Megaregion commute flows, inter-regional along with the Bay Area of skills. commuters are characterized and the Sacramento by a significant circulation of skills. In terms of commuter outflows, the two occupations with the highest ratio of employed residents to local jobs, an indicator of the propensity for extra-regional commuting, were the relatively skill intensive computer/mathematical and architecture/engineering occupations. Earnings data detailed in the Technical Report on Commuting Area. In addition to the commuting and migration linkages, the Assessment highlights shared environmental resources as well as increasingly interdependent transportation systems, growing economic linkages, and a range of water, power, and distribution infrastructure that add de facto cohesion to the Northern California Megaregion. As such, enhanced coordination within the NSJV and between it and the other regions in the Northern California 6 For a map of the CSA see the Census Website: www2.census.gov/geo/ maps/econ/ec2012/csa/ec2012_330m200us488m.pdf In contrast to the intraregional commuters where data suggests skill neutral commute flows, also shows that inter-regional commuters to the NSJV are also relatively skilled. Hence, NSJV commuter in-flows and outflows represent a valuable skills interchange between sending and receiving regions. 12 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

FIGURE 8 CALIFORNIA S HUMAN CAPITAL INDEX BY REGION Shasta Cascades 130 North Coast 130 Northern Sacramento Valley 128 Northern Sierra Nevada 133 HCI Ranges > 135 132-134 129-131 126-128 123-125 < 122 Sacramento Bay Area 137 132 Northern San Joaquin Valley Mother Lode 130 126 120 Northern Central Coast Southern San Joaquin Valley 119 Eastern Sierra Nevada 130 Southern Central Coast 133 Los Angeles 128 Inland Empire 124 San Diego 133 CENTER FOR BUSINESS AND POLICY RESEARCH 13

160 FIGURE 9 INDEX OF PER-CAPITA PERSONAL INCOME BY REGION (US NATION-WIDE=100) 150 Bay Area 140 130 120 Sacramento Area 110 100 90 80 NSJV 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 SSJV Source: U.S. Bureau of Economic Analysis, CA 1-3 Personal Income Summary. FIGURE 10 INDUSTRY EMPLOYMENT BASED LOCATION QUOTIENTS IN THE NSJV AND THE SSJV, 2012 6.0 5.5 5.0 4.5 4.0 3.5 3.0 2.5 2.0 1.5 1.0 0.5 0.0 5.9 SSJV NSJV 3.0 1.2 1.2 1.2 0.9 0.8 0.9 1.0 0.8 0.7 0.9 0.7 0.8 0.9 1.0 1.0 0.7 0.7 0.8 0.5 0.4 Agric. Const. Mfg. TWU Info. Fin. Bus. EHS Leis. Oth-Src. Govt. Source: U.S. Bureau of Economic Analysis, CA25N Total full-time and part-time employment. 14 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

Megaregion will be important to the Megaregion s national and international competitiveness as well as its overall quality of the life. SIMILARITIES AND DIFFERENCES WITH THE SSJV While Figure 6 illustrates the distinct nature of geographic mobility in the NSJV compared to the SSJV, similar divisions exist in interregional commuting patterns. NSJV employment interchange with surrounding regions are represented in Figure 7. The rapidly increasing interchange with the Bay Area is again illustrated as is significant growth with the Sacramento Area. However, the small interchange and limited growth between the NSJV and the SSJV stands in stark contrast to these other linkages. While in 2010 the NSJV s employment interchange equaled 4% with the Sacramento Area and was over 13% with the Bay Area, it remained below 2% with the SSJV. Despite the lack of inter-regional integration, the NSJV and the SSJV regions share similar socioeconomic structures and economic development challenges. The Assessment s Technical Report on Human Capital identifies two important dimensions to this congruence: the relatively low levels of human capital formation and divergence from national levels of prosperity. These challenges are clearly illustrated in Figures 8 and 9, showing levels of regional human capital formation and per capita income respectively. Another similarity between the regions is their large agricultural base, though agriculture s dominance is much greater in the SSJV, which can be seen in Figure 10. Furthermore, the NSJV demonstrates a comparative advantage in the transportation and warehousing (TWU) and manufacturing (MFG) sectors that is not seen in the SSJV. Increasing linkages with the Bay Area creates an opportunity for the NSJV to further build the manufacturing, transportation and warehousing sectors, and thereby enhance differences between industry clusters in the NSJV and SSJV economies. While there are areas where agents are working together, building regional identity and coherence may require development of new institutions to foster collaboration and market the region s distinctiveness to external audiences. CENTER FOR BUSINESS AND POLICY RESEARCH 15

IMPLICATIONS AND REGIONAL DIRECTION This assessment contributes to better understanding the NSJV as a distinct region. It shows numerous dimensions through which the people, businesses, and governments across the area are connected, and that the region is part of a growing and developing Northern California Megaregion. In addition to detailing these connections, the assessment clarifies what differentiates the NJSV from the SSJV. As a result, it provides a new lens through which to examine economic development opportunities and challenges within the region and across the Megaregion. There is increasing global consensus around the challenges faced by communities that are not able to develop increasing knowledge intensive economies. 7 While focus of this literature tends to be on technology, science, and R&D intensive sectors, the idea is that overall economic competitiveness increasingly depends on an economy s knowledge and innovation intensity. In this context divergence of incomes in the NSJV from the economies of the Sacramento Area and the San Francisco Bay Area reflects the region s inability to transform its traditional economic bases into more knowledge intensive activities. 8 While transformation of the NSJV economy is a major challenge, its growing connections with the San Francisco Bay Area create an opportunity to realize substantial returns from carefully planning and developing a fostering human capital and business environment. While the NSJV is emerging as an integrated and distinct economic region, its many political, social, and economic systems and institutions are not as well integrated. While there are areas where agents are working together, building regional identity and coherence may require development of new institutions to foster collaboration and market the region s distinctiveness to external audiences. However, increased regional coordination does not necessarily require development of regional government. Impacts on regional welfare as a result of initiatives undertaken by these structures need to be assessed and incorporated into regional monitoring, evaluation, and learning processes. 7 See for example: Gibbons et al. (1994), Moretti (2012) 8 See Figure 9. 16 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

This assessment has identified several critical issues to be considered in future economic development strategies for the component counties of the NSJV as well as the Northern California Megaregion. Actionable initiatives associated with this assessment include: Building and strengthening a regional perspective on the economic development of the NSJV. Developing institutions to increase regional visibility and improve coordination of marketing and critical infrastructure systems such as transportation, education, and workforce development. Increasing inter-regional collaboration and coordination across natural, political, social, and economic systems in the Northern California Megaregion. Shifting regional economic development discussions to recognize the distinctiveness of the NSJV from the rest of the Central Valley. CENTER FOR BUSINESS AND POLICY RESEARCH 17

APPENDIX: ASSESSMENT RESOURCES AND NSJV MONITORING AND EVALUATION The Assessment undertook wide-ranging analyses of key resources across the NSJV. This resulted in six technical reports spanning various dimensions of the region s human capital, its production system, and its other productive assets. These technical reports are available at the project website: go.pacific.edu/nsjv The first part of the Human Capital Stocks analysis begins with a demographic review of the NSJV s population and its households. It also reviews the geographic distribution of the population, its language skills, the number of individuals with disabilities, and the foreign born population. Income, inequality, and skills are then examined across the region and several of its component geographies. The second part of the analysis then focuses upon the region s resident labor force. Labor force participation, demographics, and educational attainment are reviewed as well as industrial and occupational composition. An overview of employed residents to the jobs (workforce) where these residents reside concludes this part of the analysis. The last part of the analysis examines human capital in the region s workforce, i.e. those employed with the region s boarders including in-commuters. Changes in the overall size and geography of employment are reviewed first, then demographics, and educational attainment as well as industrial and occupational composition are reviewed. The Migration analysis begins with a high-level review of migration into and out of the region over the past two decades. It then examines the inter-regional structure of migration over the most recent five-year period that data is available: 2008-2012. Inflows and outflows of skills are then reviewed in respective sections on the educational attainment and income of these migrant populations. The last section presents a demographic profile of migration within the NSJV. The first part of the Commuting Patterns analysis examines inter-regional commuting by the NSJV s employed residents. These out-commuters are described in terms of their demographics, industry, and occupation as well as their region of employment. The second part of the analysis then examines the inter-regional commuting pattern of the NSJV workforce. In-commuters region of residence, industry, occupation, and demographics are detailed in this part of the analysis. Intra-regional commuting is focused on in the third part of the analysis. County-to-county and city-to-city workforce flows are reviewed in the initial section. Subsequent sections then review the day-time population change and the jobs-housing balance. The last part of the analysis provides a discussion of data and key concepts associated with measures of commuting. Analysis in the report on Industrial Structure and Clusters begins with an examination of the structure and base of the NSJV economy. The first section examines changes in the region s economic base by comparing changes 18 EBERHARDT SCHOOL OF BUSINESS UNIVERSITY OF THE PACIFIC

in employment and earnings between 2001 and 2012. A shift-share analysis is then used to describe the nature of change in the NSJV s employment by sector between 1990 and 2012. focus on the NSJV s industrial clusters is given in the second section through application of a clustering framework developed by the Unlocking Rural Competitiveness (URC) project as a resource for enhancing regional competitiveness in rural areas of the United States. 9 Further analysis of the region s clusters are then provided in the third section with an application of the U.S. Cluster Mapping Project framework. 10 Completing analysis of the region s production system is our report on Occupational Structure and Clusters. The first part of its analysis reviews the occupational structure of the NSJV s workforce and its employed residents. It includes review of occupational concentrations across the region and its component geographies. The second part of the analysis then examines knowledge based occupational clusters through the application of the framework developed by the Crossing the Regional Frontier project. 11 A range of other regional assets are briefly reviewed in the Other Regional Asset Components analysis. The first part of the report surveys the NSJV s educational system. This part of the report includes reviews of the primary and secondary education system, higher education institutions (HEI), and the continuing 9 For details of the URC industry framework see: www.statsamerica.org/innovation/report_role_of_regional_ clusters_2007.html 10 For details of the CMP framework see: http://clustermapping.us/cluster 11 For details of the URC occupational framework see: www.statsamerica.org/innovation/occupation_clusters.html education system as well as the workforce development system. The second part covers the financial system with a selective review of the commercial banking system, venture capital, and government financial programs. Part three examines the regional system of innovation and includes analyses of available indicators on the region s high-skilled human capital, its patenting, its R&D expenditures, and its entrepreneurship. The fourth part examines business and social capital through a selective review of business, professional, labor, and other regional organizations. The fifth part reviews the NSJV s physical infrastructure with discussion of road, rail, shipping, air, transit, water, and energy infrastructure. The last part of the report provides an overview of regional amenities as well as health and environment indicators. Complementing these reports is a briefing paper on the November 19, 2014 NSJV Assessment Conference. That report provides a summary of this event where the project s draft Technical Reports were discussed as well as summaries of conference discussions on the region. It concludes with a summary of the post-conference participant survey on regional challenges and opportunities. REFERENCES Gibbons, M., Limoges, C., Nowotny, H., Schwartzman, S., Scott, P. and Trow, M. (1994) The New Production of Knowledge: The Dynamics of Science and Research in Contemporary Societies, London: Sage. Goldfeld, K. (ed.) (2007) The Economic Geography of Megaregions, Princeton: Policy Institute for the Region. Moretti, E. (2012) The New Geography of Jobs, New York: Houghton Mifflin Harcourt. CENTER FOR BUSINESS AND POLICY RESEARCH 19

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