Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Northern Sparsely Populated Areas This series offers analysis and policy guidance to national and subnational governments seeking to strengthen territorial development policies and governance. These reviews are part of a larger body of OECD work on regional development that addresses the territorial dimension of a range of policy challenges, including governance, innovation, urban development and rural policy. This work includes both thematic reports and reports on specific countries or regions. The northern sparsely populated areas (NSPA) of Finland, Norway and Sweden are becoming increasingly important to the geopolitical and economic interests of these countries and the European Union. These regions have unique geographical characteristics – low population density and a harsh climate – and face specific challenges due to an ageing population, long distances from markets, and high-cost land transport. However, high productivity growth is possible in low-density regions. This report sets out policy recommendations at cross-border, national and regional scales to enhance prosperity and well-being across the NSPA. This includes closer co-operation with national governments to address shared challenges and opportunities such as improving east-west transport connections and reducing occupational and skills barriers to labour mobility, and addressing barriers to business growth such as access to finance. This work is published on the OECD iLibrary, which gathers all OECD books, periodicals and statistical databases. Visit www.oecd-ilibrary.org for more information. isbn 978-92-64-26819-7 04 2016 18 1 P 9HSTCQE*cgibjh+ OECD Territorial Reviews Northern Sparsely Populated Areas Pohjois-Savo, Finland Northern Sparsely Populated Areas Consult this publication on line at http://dx.doi.org/10.1787/9789264268234-en. OECD Territorial Reviews OECD Territorial Reviews II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 121 Pohjois-Savo, Finland (northern sparsely populated area) The purpose of this case study is to provide recommendations for the Regional Council of Pohjois-Savo to enhance productivity, growth and service delivery outcomes within the context of the NSPA collaboration. The case study begins by outlining the assessment and recommendations. An overview of the region is then provided, followed by an analysis of regional economic performance. The case study concludes with an assessment of key assets/opportunities and bottlenecks/risks facing the region. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 2 122 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES Assessment and recommendations The Pohjois-Savo region is located in northern Finland in the central part of the country. It shares a border with the regions of Central Finland, North Karelia, South Savo, Kainuu and Northern Ostrobothnia. In the context of the NSPA regions in Finland, the economic performance of the region has been relatively strong. GDP per capita in 2012 for Pohjois-Savo was USD 31 420, which was 82% of the national average and 88% of the OECD average. The gap between the regional and national GDP per capita level has decreased from 19% in 1995 to 18% in 2012. The economic crisis hit Pohjois-Savo in 2009, when GDP per capita decreased by 11% compared to the level of the previous year. Over the period 1995-2012, GDP grew by 2.0% annually, driven by employment rate growth (1.5%) and to a lesser extent by productivity growth (0.9%). In the period 1995-2012, the productivity gap between the region and the country level narrowed. In 2012, GDP per worker was USD 73 247 in 2012, which was 90% of the national average (USD 81 838) and 88% of the NSPA average (USD 82 978). The absolute advantages of the region lie in its forest and mineral resources, agricultural production, nature-based tourism attractions (winter sports and lakes), services and amenities located in Kuopio, and technologies and skills embedded in local manufacturing and specialised business and technical services. Overall the job market is performing comparatively well and has a high level of skills. This indicates a fairly healthy growth dynamic which was disrupted during the crisis as demand in external markets declined. Although the population of the region is declining, it is growing strongly in Kuopio which is generating enough jobs and sufficient lifestyle opportunities and services to attract people from other parts of Finland. In this sense, it will be important to ensure people living in rural areas within Pohjois-Savo have access to services and opportunities provided by Kuopio. Given the assets of the region, levels of entrepreneurship and innovation are relatively low. Providing better support to small and medium-sized enterprises (SMEs) and entrepreneurs and linking them with research and innovation resources (both inside and outside of the region) is a potential area of focus for the region. The specific policy recommendations to help address these challenges and realise future opportunities are outlined below. 1. Build resilience to external shocks by strengthening the region’s SME sector. The region has been able to diversify beyond forestry and agriculture and develop a comparatively sophisticated manufacturing and service based economy. However, the performance of these businesses has been affected by changing market conditions, particularly in forestry. These changes have exposed the vulnerability of the region to external shocks. Many SMEs in the region have tended not to diversify and access new markets because they lack the motivation, capabilities and knowledge to do so. The region has the presence of a university with a research base in a small but growing, liveable and attractive city. This higher education and research base will be an important platform for promoting innovation in the regional economy. Within the framework of the region’s smart specialisation strategy these changes can be achieved by: a. identifying clear areas of absolute advantage to diversify into higher value activities and broaden the export base associated with the bioeconomy b. strengthening intra- and interregional ties between innovation and research institutions and SMEs, and develop measures to facilitate spin-offs and start-ups (particularly with North Karelia where there are obvious synergies and complementarities) c. working proactively with other regions in northeast Finland (South Savo, Northern Kaerlia and Kainuu) with similar visitor attractions (lakes, cultural experiences, and wilderness areas) to develop a common tourism brand, and share best practice in tourism development. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 3 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 123 Assessment and recommendations (continued) 2. Lift workforce participation and improve service delivery outcomes in rural areas. Industrial restructuring and an ageing population are affecting rural communities throughout the region. The region will need to make the most of its potential workforce to support its economic development priorities. This can be achieved by: a. ensuring that there is sufficient flexibility in the training systems and associated services to support workers affected by job losses and structural change to find new employment opportunities b. developing measures to support and encourage people who are disengaged from the workforce (e.g. long-term unemployment and people with health conditions) to take up training and job opportunities, which will become increasingly important in the context of a declining working age population c. designing and implementing an integrated service delivery strategy for the region that identifies innovative ways to ensure access to health, education and transport services, particularly for rural communities. 3. Improve accessibility for firms and communities in rural areas. Rural communities have limited options for accessing employment and services, and in the context of an ageing population this issue will need to be addressed. Small scale bottlenecks in the transport network may also constrain future production possibilities related to the bioeconomy and tourism within rural communities. The region can help address these risks by: a. working with local municipalities and the national government on an integrated approach to planning and prioritising transport infrastructure and maintenance with a particular focus on local and secondary roads important for industry b. providing support for communities and not-for-profits to develop community transport solutions for people living in rural and remote areas, and better link them with larger urban centres c. continuing to build the case for improvements to east-west connectivity to facilitate improved linkages with North Karelia. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 4 124 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES Snapshot Pohjois-Savo: Location within the NSPA Note: Territorial level 3 (TL3) consists of micro regions within each OECD country. TL2 consists of macroregions within each OECD country. Each member country has identified the statistical or administrative geography that provides the best fit for its territorial classification. Source: Authors’ own elaboration. The region of Pohjois-Savo was home to 248 129 people in 2016, which represents 4.52% of the Finnish population. Pohjois-Savo is in central Finland and shares a regional border with South Savo, North Karelia, Central Finland, Northern Ostrobothnia and Kainuu. The total land area of Pohjois-Savo is 16 768 square kilometres, which is 5.5% of the national total. Pohjois-Savo has a population density of 14.82 inhabitants per square kilometre compared to the national figure of 17.94. The settlement structure of Pohjois-Savo is shaped by the main north-south transport route connecting the region to southern and northern Finland, and the topography of the region which is characterised by fresh water lakes and forest. The main city of Kuopio has a population of 112 117, with two other small cities and another municipality with a population of close to 20 000 (Varkaus, Lisalmi, and Siilinjärvi), with remaining settlements distributed across the region. The population distribution of the region is OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 5 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 125 changing as more people are moving into these cities, in particular Kuopio. Kuopio has emerged as an important and fast growing city in Finland which provides higher education, research, health and other services to the region. Industries in rural areas include the wood and pulp industry, food and agriculture, and renewable energy. In the period 2006-15, the population of the region declined at an average annual rate of -0.08%, compared with the national population growth of 0.43% over the same period. The population of the main administrative and service centre of the region, Kuopio, constitutes 45% of region’s population. In the period 2006-15, the population of Kuopio grew at a rate of 0.69% (above the national average), compared with the corresponding figure for the balance of the region of -0.67%. Kuopio and the nearest municipality to it both experienced population growth of close to 0.7% a year between 2005 and 2015. All other municipalities in the region experienced population declines over the same period. The small cities of Iisalmi and Varkaus had population declines of less than 0.5% a year, while other municipalities in the region declined by less than 1% a year. The decline in population is consistent with broader demographic challenges. Nordregio has developed a composite demographic indicator that has 10 measures of vulnerability to population decline that reflects: the age cohort structure of the population, birth and death rates, migration rates and female to male balance. A score of 7 or higher can be interpreted as evidence of a serious future problem. Pohjois-Savo, Kuopio and 2 adjacent municipalities scored 4, while all other municipalities had 8 or more vulnerabilities, with more than half scoring 10. The region of Pohjois-Savo contains 19 municipalities and three local labour markets that are made up of two or more municipalities that are connected by strong worker flows. The first is centred on the regional capital Kuopio and consists of nine municipalities. It is characterised as being a regional government centre with a local university and is the ninth largest metropolitan region in Finland, and is one of two functional urban areas in the Finnish portion of the NSPA. The local labour market population for Kuopio is about 133 000 and as a result has fairly complex dynamics with a broad range of skills and labour needs. This includes the core of scientific research and education institutions, public administration, and business services. The second is centred on Iisalmi that includes another four municipalities from Pohjois-Savo. This local labour market specialises in food and agriculture, machinery manufacturing and wood processing. The third is centred on Varkaus with two municipalities. Varkaus specialises in energy boilers, plant technology and wood processing. Iisalmi and Varkaus are characterised as being production based medium-sized towns, and have an aggregate population of about 40 000. Four additional municipalities are not part of a local labour market. The economy of the region has historically been based on agriculture, forestry and pulp production. Forestry continues to be important to the regional economy with the export of wood products for construction. Agriculture includes milk and related products, berry production and livestock. Over time, manufacturing has become more important to the economic base of the region. This includes the manufacture of forest harvesters, mining machines and energy related technologies (energy boilers and combustion based energy plants). The performance of these export industries has been affected by stagnant economic conditions in the national and European economy since the crisis. There are 19 municipalities within Pohjois-Savo that collaborate through the Regional Council of Pohjois-Savo. It has the responsibility for co-ordinating regional development planning and initiatives. This includes working with the European Union (EU) in relation OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 6 126 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES to structural funds delivered in the region. In 2013, the Regional Council of Pohjois-Savo approved the Strategic Plan 2030, establishing the following four lines of action: Regional economic restructuring – improving the financing of companies’ development projects, encouraging research into companies’ service operations, fostering technological innovation and international competitiveness. Labour-force supply – increasing the availability of a skilled workforce by providing adequate training and education. Welfare services and general well-being – developing social and health services and encouraging lifestyle changes in order to increase the availability of the future workforce. Functional and accessible municipal structure – improving regional infrastructure, such as telecommunication connections. Pohjois-Savo has also developed a Smart Specialisation Strategy (2014-17) that aligns with the first line of action. The strategy identifies three areas of innovation in which the region is already highly performing, and two promising fields for future innovation. The former includes machine and energy technology, wood and bioprocessing, and the food industry; the latter refers to the health cluster as well as activities related to water and air processes. Economic analysis and benchmarking GDP per capita grew at a slightly faster rate than the national average in the period 1995-2012, with particularly strong growth in the lead up to the crisis. GDP per capita in 2012 for Pohjois-Savo was USD 31 420, which was 82% of the national average and 88% of the OECD average. The gap between the regional and national GDP per capita level increased from 19% in 1995 to 25% in 2004, and then decreased to 18% in 2012. The level of GDP per capita in Pohjois-Savo was below the average of the NSPA regions. Between 1995 and 2012, GDP per capita grew by 2.3%, which was slightly faster than the national average of 2.2% and considerably faster the OECD average of 1.5%. The economic crisis hit Pohjois-Savo in 2009, when GDP per capita decreased by 11% compared to the level of the previous year. GDP per capita trend, 1995-2012 Pohjois-Savo Finland OECD NSPA 45 000 40 000 35 000 30 000 25 000 20 000 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Note: GDP per capita is expressed in constant PPP, USD 2010 (System of National Accounts 2008). NSPA average not available before 1997. Source: OECD (2016a), “Regional economy”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/6b288ab8-en (accessed 14 December 2016). OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 7 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 127 The crisis hit the region hard, particularly in terms of productivity growth. Overall, the main determinant of GDP growth has been the increase in employment rate. Over the period 1995-2012, GDP grew by 2.0% annually, driven by employment rate growth (1.5%) and to a lesser extent by productivity growth (0.9%). In the post-crisis period, productivity growth dropped to -1%, and this resulted in negative GDP growth. Negative population growth is also a factor that generally detracted from GDP growth. GDP growth decomposition, 1995-2012 GDP growth Productivity growth ER growth AR growth Population growth 4% 3% 2% 1% 0% -1% -2% 1995-2012 1995-2008 2008-2012 Note: Growth rates refer to average yearly growth rates over the periods indicated. Productivity is measured as GDP in constant PPP divided by employment at place of residence (15 years and older); Employment rate (ER) is measured as employment at place of residence (15 years and older) divided by population aged 15-64; Activity rate (AR) is measured as population aged 15-64 divided by total population. Source: Calculations based on OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016). Comparing these trends to the national growth rates helps to identify specific regional patterns. Low population growth is the factor that determined the below average GDP growth over the 1995-2012 period. During this period, the population grew 0.63 percentage points less than the national average. The difference in population growth was more pronounced in the period 1995-2008 (-0.66) than in the aftermath of the crisis (-0.54), indicating an improvement in demography trends with respect to the country average. The rate of productivity growth has been consistently below the national level, respectively -0.12 points in the period 1995-2008 and -0.37 points in the period 2008-2012. GDP growth decomposition with respect to national averages 1995-2012 (%) 1995-2008 (%) 2008-2012 (%) GDP growth Productivity growth Employment rate growth Activity rate growth -0.56 -0.18 0.25 0.00 -0.79 -0.12 0.00 -0.01 0.22 -0.37 1.09 0.05 Population growth -0.63 -0.66 -0.54 Note: Growth rates refer to the difference between regional growth rates and national growth rates. For further details see Annex. Source: Calculations based on OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016). In the section below, we summarise the key factors of growth contributing to these growth trends compared to national and OECD averages. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 8 128 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES The productivity gap between the region and the country level has narrowed. GDP per worker was USD 73 247 in 2012, which was 90% of the national average (USD 81 838) and 88% of the NSPA average (USD 82 978). The labour productivity gap with Finland narrowed compared to the levels in 2000, from 13% to 10%. GDP per worker grew rather steadily until 2009, when labour productivity dropped by 9% compared to the previous year’s level. Pohjois-Savo had fully recovered from the economic crisis in 2011 in terms of productivity, but experienced a subsequent decline in 2012. Trends in productivity in the market sector have followed the national level but are at a lower level, in part, due to the industry mix of the region with less higher valueadding activities. Labour productivity trend, 2000-12 Pohjois-Savo Finland NSPA 90 000 80 000 70 000 60 000 50 000 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Note: Labour productivity is measured as GDP in constant PPP, USD 2010, divided by employment at place of work (System of National Accounts 2008). Source: Calculations based on OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016). Labour productivity, market vs non-market sector, 2000-12 Pohjois-Savo (non-market) Finland (non-market) Pohjois-Savo (market) Finland (market) 95 000 85 000 75 000 65 000 55 000 45 000 35 000 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Note: Labour productivity is measured as gross value added (GVA) in constant PPP, USD 2010, divided by employment at place of work (System of National Accounts 2008). The non-market sector includes public administration and defence, compulsory social security, health and education. The market sector includes all other economic activities. Source: Calculations based on OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016). OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 9 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 129 Pohjois-Savo is highly specialised in forestry, mining, and food and beverage manufacturing, and has also developed a comparatively sophisticated services sector. Although the region has a relatively low score for mining and quarrying, electricity and water supply, this masks its high specialisation in the mining sub-sector. The specialisation index for mining and quarrying is 3.46 in terms of gross value added (GVA) (a level of specialisation over 3 times the national average). There is also a strong presence of the public sector compared to the national average, but not stronger than the average of the NSPA regions. The region has a high specialisation in manufacturing (1.33 in terms of GVA compared to the NSPA). The region has a particular strength in food and beverage manufacturing. Financial and insurance activities, as well as professional, scientific and technical activities are also areas of specialisation compared with the NSPA average. Specialisation index, by economic activity Finland NSPA GVA Employment GVA Employment Agriculture, forestry and fishing (A) 2.07 2.10 1.06 1.56 Public administration and defence, compulsory social security, education and human health (O,P,Q) 1.23 1.13 0.99 0.89 Construction (F) 1.09 1.00 1.07 0.95 Real estate (L) 1.04 0.85 1.32 0.77 Manufacturing (C) 1.02 0.98 1.33 1.20 Other services (R,S,T,U) 1.00 1.00 0.99 1.11 Mining and quarrying, electricity and water supply (B,D,E) 0.91 0.82 0.33 0.54 Whole sale and retail trade, transportation, accommodation and food services (G, H, I) 0.79 0.87 0.97 0.96 Professional, scientific, technical and administrative activities (M, N) 0.78 0.76 1.07 1.03 Financial and insurance activities (K) 0.67 0.72 1.00 1.10 Information and communication (J) 0.47 0.42 0.75 0.72 Note: The specialisation index for each sector is the ratio between the sector weight in the regional gross value added (GVA)/employment, and the weight of the same sector in the national (NSPA) GVA/employment. A value above 1 implies that the region is more specialised in that sector than the rest of the economy. Calculations based on GVA for the year 2012, expressed in constant PPP, USD 2010 (System of National Accounts 2008), and employment at place of work for the year 2012. GVA specialisation indexes with respect to the NSPA are based on GVA for the year 2011, expressed in constant PPP, USD 2005 (System of National Accounts 1993), due to lack of more updated data for Norwegian regions. Source: Calculations based on OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016). The key shifts in the regional economy have been the increasing importance of manufacturing to regional growth and productivity, and the growth of employment in professional and public services. About 34 000 persons were employed in this sector in 2012, which was 32% of the total employment. The employment in the public sector has increased in the period 2000-12, whilst its GVA has decreased, which implies a decrease in labour productivity. The share of employment in the public sector (32%) is higher than the national average (28%). Other sectors performed better in terms of productivity, such as the manufacturing sector and forestry and agriculture. In particular, GVA in manufacturing has considerably increased over the period 2000-12, from OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 10 130 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES USD 920 million to USD 1 180 million, whilst employment has slightly decreased, leading to higher productivity levels. Employment growth in professional, scientific and technical activities has been strong, almost doubling between 2000 and 2012. GVA by sector Employment by sector 2012 2000 2012 2000 Public sector Manufacturing ( C ) Whole sale and retail trade, transport, accommodation and food services (G, H, I) Real estate (L) Construction (F) Professional, scientific, technical and administrative activities (M, N) Agriculture, forestry and fishing (A) Mining and quarrying, electricity and water supply (B,D,E) Other services (R,S,T,U) Information and communication (J) Financial and insurance activities (K) 0 500 1 000 1 500 2 000 0 10 000 20 000 30 000 40 000 Note: Gross value added (GVA) is expressed in constant PPP, USD 2010 (million) (System of National Accounts 2008). Employment at place of work is expressed as number of persons (System of National Accounts 2008). It is important to note the limitations in relation to this sectoral analysis in small regional economies where changes may reflect the decisions of single firms. We have sought to overcome this by using a longer time period encompassing the period before and after the 2009 financial crisis. Source: Calculations based on OECD (2016a), “Regional economy”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/6b288ab8-en (accessed 14 December 2016). The tourism sector is overall performing less well than the national average but employment in this sector is growing. Pohjois-Savo mainly serves the domestic tourism market and includes a mix of winter sports and water based summer activities. The number of guest nights per capita is slightly below average and it is growing at a rate significantly less than average. On the other hand, the share of employment in this sector, which is about 10% below the national level, grew more than the average between 2000 and 2013. The region also has a low share of foreign visitors, less than 50% of the national average. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 11 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 131 Benchmarking Pohjois-Savo's tourism performance Pohjois-Savo Finland 200 150 100 50 0 Guest nights/population Foreign visitors Guest nights growth Employment in accommodation and food services Growth in employment in accommodation and food services Note: National values are set to 100. Regional values have been rescaled with respect to national values. Guest night growth refers to the period 1995-2014; employment growth refers to the period 2000-13. Source: Statistics Finland (2016a), Statistical databases, http://pxnet2.stat.fi (accessed 14 December 2016). A key feature of the region is the expansion of high-technology manufacturing. The share of employment in high-tech manufacturing has significantly increased between 2000 and 2013 which is a key feature and strength of the region. The trend was led by a strong increase of employment in the manufacture of electrical and electronic products and to a lesser extent by an increase of employment in the manufacture of machinery and equipment. GVA in high-tech manufacturing was higher than the national average in 2014. The share of high-tech knowledge intensive services is below average, both in terms of GVA and in terms of employment compared to the national level; however, its share is high in the context of the NSPA. Share of GVA in high-tech manufacturing and KIS, 2014 Pohjois-Savo Share of employment in high-tech manufacturing and KIS, 2000-13 Pohjois-Savo (high-tech KIS) Finland (high-tech KIS) Pohjois-Savo (high-tech manufacturing) Finland (high-tech manufacturing) Finland 60% 45% 40% 35% 30% 25% 30% 20% 15% 10% 5% 0% 0% High-tech KIS High-tech manufacturing Note: High-tech manufacturing is calculated as the share of high-tech manufacturing over total manufacturing. Hightech KIS is calculated as the share of high-tech knowledge intensive services over total knowledge intensive services. High-tech manufacturing includes the following 2-digit NACE sectors: 19-22, 26-30. Total manufacturing refers to the NACE sector C. High-tech KIS includes the following 2-digit NACE sectors: 58-63. Total KIS refers to the following 2-digit NACE sectors: 58-66, 68-75, 84-88. Source: Statistics Finland (2016a), Statistical databases, http://pxnet2.stat.fi (accessed 14 December 2016). OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 12 132 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES Similar to other NSPA regions, the population of the region is declining and ageing faster than the national average. The population in 2016 was 96% of the level in 1990. Over the period 2006-16, population declined by -0.08% annually, whilst Kuopio’s population grew by 0.69%, which is higher than the national average of 0.43%. Pohjois-Savo is the most densely inhabited region in the Finnish NSPA, even though population density decreased between 2000 and 2014. Population density in 2014 was 14.82 people per square kilometre, compared to the national average of 17.94. Kuopio’s population is 112 117 persons, which is 45% of the regional population. The elderly dependency ratio is 33.95, which is considerably higher than the youth dependency ratio of 24.18. The male/female ratio of Kuopio is lower than average (94.47 compared to 96.73), while the rest of region is higher than average (100.84). Population trend, 1990-2016 Pohjois-Savo NSPA Elderly and youth dependency ratios, 1990-2014 Finland Helsinski Pohjois-Savo EDR Pohjois-Savo YDR 130 Finland EDR Finland YDR 35 33 120 31 29 110 27 25 100 23 21 90 19 17 80 15 Note: 1990 value = 100. Note: EDR = elderly dependency ration; YDR = youth dependency ratio. Source: Statistics Finland (2016a), Statistical databases, http://pxnet2.stat.fi (accessed 14 December 2016). Source: OECD (2016c), “Regional demography”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/a8f15243-en (accessed 14 December 2016). Population changes are strongly influenced by domestic migration. The balance of domestic migration was negative until 2013, when it became positive, unlike many other NSPA regions. Negative natural population changes are also contributing to population decline, with the number of deaths exceeding the number of births since 1998. Similar to the other NSPA regions in Finland, the net domestic migration decreased in the 1990s and increased afterwards. The shares of external immigration and emigration over the total population are less than half of the national average. While the majority of immigrants has a European background (60% in 2014), the Asian share has particularly increased over time, up to 30% in 2014. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 13 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 133 Decomposition of population trend, 1990-2014 Net migration, external Net births External migration as share of total population, 1990-2014 Regional immigration National immigration Net migration, domestic Population change 1 500 0.7% 1 000 0.6% 500 0.5% 0 0.4% - 500 0.3% - 1 000 0.2% - 1 500 0.1% - 2 000 0.0% Regional emigration National emigration Source: Statistics Finland (2016a), Statistical databases, http://pxnet2.stat.fi (accessed 14 December 2016). The regional labour market has performed relatively strongly with key indicators converging to the national average. The employment rate in Pohjois-Savo is 68.9%. The difference with the national average has narrowed from 5.4 percentage points in 2004 to 1.1 in 2014. The unemployment rate in the region is 8.6%, which is similar to the national average of 8.7%. The gap with the national average was particularly large during the crisis. In 2009, the regional unemployment rate was 2.6 percentage points higher than the national average. The youth unemployment rate was 29.7% in 2011, 6 percentage points higher than the national average. The difference between the participation rate of men and women has decreased from 8 to about 1 percentage point in the period 1990-2013. Since the crisis, the female employment and unemployment rates outperform the male ones. In 2013, the unemployment rate for men was 5.5 percentage points higher than for women, whilst the employment rate was 4.1 points lower. Employment rate, 2004-14 Pohjois-Savo Finland Unemployment rate, 2004-14 OECD Pohjois-Savo 73% 12% 71% 11% 69% 10% 67% 9% 65% 8% 63% 7% 61% 6% 59% 57% 5% 55% 4% Source: OECD (2016d), “Regional labour markets”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/f7445d96-en (accessed 14 December 2016). OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 14 Finland OECD 134 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES Pohjois-Savo has a relatively skilled population for a rural and remote region. As with many other rural regions, these outcomes differ between men and women. The share of the labour force with higher education is 28% for men, which is 16 points lower than for women and 4 points lower than the national average. On the other hand, PohjoisSavo performs better than average regarding basic educational attainments, particularly among young people aged 20-24. Share of labour force with lower education, 2000-14 Pohjois-Savo - M Finland - M Share of labour force with higher education, 2000-14 Pohjois-Savo - M Finland - M Pohjois-Savo - F Finland - F 30% 50% 25% 45% Pohjois-Savo - F Finland - F 40% 20% 35% 15% 30% 10% 25% 5% 20% 0% 15% Share of people 20-24 with lower education, 2000-14 Pohjois-Savo - M Finland - M Share of people 20-24 with higher education, 2000-14 Pohjois-Savo - F Finland - F Pohjois-Savo - M Finland - M 25% Pohjois-Savo - F Finland - F 20% 20% 15% 15% 10% 10% 5% 5% 0% 0% Note: Lower education refers to the category “basic education/level of education unknown”. Higher education refers to the categories “lowest level of tertiary education/lower-degree level of tertiary education” and “higher-degree level of tertiary education/doctorate or equivalent level of education”. M = male, F = female. Source: Statistics Finland (2016a), Statistical databases, http://pxnet2.stat.fi (accessed 14 December 2016). OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 15 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 135 Pohjois-Savo is centrally located within Finland but east-west connections are limited. The main transport route for the region is the north-south E63 which links through to Tampere to the south and Kajanni in Kainuu. The journey to Helsinki takes approximately 4 hours by car and 55 minutes by air. There are a maximum of seven flights per day from Kuopio to Helsinki. Accessibility by train is relatively slow. It takes 4 hours and 10 minutes from Kuopio to Helsinki, compared to 2 hours and 40 minutes from Seinäjoki, which is a similar distance from Helsinki. East-west transport connections are limited and have not had significant upgrades in recent years. It takes about 1 hour and 30 minutes to travel to Joensuu by car, and 3 hours and 30 minutes through to Oulu. Compared to the national level, Pohjois-Savo does well on key infrastructure measures with higher expenditure on transport due to the sparsely populated nature of the region and lakes which makes accessibility difficult. Benchmarking key infrastructure indicators Pohjois-Savo Finland 200 150 100 50 0 Road density to population Road density to area National roads Private roads Net operative expenditure for transport Broadband 100 Mbps Note: Regional values have been rescaled with respect to national values. National values are set to 100. All variables refer to the year 2015. National and private roads are measured in square kilometres. Broadband 100 Mbps refers to a connection that enables data transfer rate of at least 100 Mbps and that has been delivered to the user's home or building over fixed ground or aerial cabling (fixed broadband). Source: Administrative data provided by the Finnish Transport Agency and Finnish Communications Regulatory Authority (2016), Supply of fast broadband in Finland, www.viestintavirasto.fi/en/statisticsandreports/statistics/2013/availabilityofhighspeedbroadbandconnections.html (accessed 1 February 2017). Pohjois-Savo has low levels of entrepreneurship and innovation. The number of new enterprises in 2013 was 13% lower than in 2005. Overall, the rate of growth in enterprise formation has diverged from the national growth rate, with a period of convergence during the crisis which was led by a large drop in the national average. Agricultural entrepreneurs make up 34% of total entrepreneurs, compared to the national average of 19%. In 2011, the patent intensity in Pohjois-Savo was 73.40, about half of the NSPA average of 142.02. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 16 136 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES New enterprises, 2005-13 Pohjois-Savo Patent applications per million inhabitants, 2011 350 Finland 125 300 120 250 115 200 110 105 150 100 100 95 90 50 85 0 Pohjois-Savo Finland NSPA Source: OECD (2016e), “Regional innovation”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/1c89e05a-en (accessed 14 December 2016). Note: 2005 value = 100. Source: Statistics Finland (2016b), Enterprise openings and closures, www.stat.fi/meta/til/aly_en.html (accessed 30 January 2017). In sum, as external conditions improve Pohjois-Savo is in a relatively strong position to increase prosperity and employment outcomes for local people. The region’s historical strengths have been in forestry, agriculture, and mining. Over time, value-adding manufacturing and specialised services have also developed in the region. Kuopio has evolved as an important centre for these manufacturing and services industries, and as a medium-sized centre for education and research. The absolute advantages of the region lie in its forest and mineral resources, agricultural production, nature-based tourism attractions (winter sports and lakes), services and amenities located in Kuopio, and technologies and skills embedded in local manufacturing and specialised business and technical services. In the lead up to the crisis, the region’s tradeable sectors were growing relatively strongly, productivity was increasing the primary sector and associated manufacturing, whilst job creation was occurring in business services and tourism. Overall, the job market is performing comparatively well and has a high level of skills. This indicates a fairly healthy growth dynamic was disrupted by the crisis as demand in external markets declined. However, the region’s high proportion of public sector employment helped cushion the impacts of this shock, and the prosperity of the region to a considerable extent reflects ongoing support from the Finnish national government that provides a high level of social services across all the national territory. Although the population of the region is declining, it is growing strongly in Kuopio which is generating enough jobs and sufficient lifestyle opportunities and services to attract people from other parts of Finland. In this sense, it will be important to ensure people living in rural areas within Pohjois-Savo have access to services and opportunities provided by Kuopio. Given the assets of the region, levels of entrepreneurship and innovation are relatively low. Providing better support to SMEs and entrepreneurs and linking them with research and innovation resources (both inside and outside of the region) is a potential area of focus for the region. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 17 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 137 Benchmarking Pohjois-Savo in relation to key growth factors Pohjois-Savo Finland 200 150 100 50 0 High skilled labour force Low skilled labour force Road density to Road density to Broadband 100 Patent intensity Start-up intensity High-tech population area Mbps manufacturing High-tech KIS Note: A high value for low skilled means the region has a lower share of low-skilled labour force. All infrastructure variables refer to the year 2015; patents, 2011; high and low skills, 2014; and employment in manufacturing and KIS (knowledge intensive services), 2014. Source: Statistics Finland (2016c), Population, www.stat.fi/til/vrm_en.html (accessed 1 February 2017) (educational attainments, high-tech manufacturing, high-tech KIS); Statistics Finland (2016d), Enterprises, www.stat.fi/til/yri_en.html (accessed 1 February 2017) (start-ups); admnistrative data on roads provided by the Finnish Transport Agency (2016); Finnish Communications Regulatory Authority (2016), Supply of fast broadband in Finland, www.viestintavirasto.fi/en/statisticsandreports/statistics/2013/availabilityofhighspeedbroadbandconnections.html (accessed 1 February 2017) (broadband); OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016) (patents). Assessment of opportunities and challenges As identified in the previous section, Pohjois-Savo faces development challenges, particularly in terms of providing future economic opportunities for the local population. The economic analysis and benchmarking in the previous section identified the importance of focusing on niche market strengths related to forestry, manufacturing and tourism. The following part of the case study provides an overview of the assets/growth opportunities and bottlenecks/risks identified during the OECD mission to Pohjois-Savo conducted in June 2015. This section concludes with the policy recommendations for responding to them. Assets and growth opportunities The city of Kuopio is a key economic asset for the region with a relatively sophisticated business services and manufacturing sector. Kuopio is one of the fastest growing cities in Finland and its functional labour market is one of the largest 50 labour markets for all the Nordic countries. This larger size allows some big firms to find enough workers to operate efficiently. Kuopio itself has a diverse economy that includes health care, the cultural sector and manufacturing as key strengths. There is a cluster of specialised professional and business services located in the city which is relatively diverse compared to many other NSPA regions. The university OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 18 138 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES also plays a major role as an employer, and providing teaching and research services which are aligned to local economic strengths. The city is recognised for its strong tradition of urban planning, including a dense urban structure well serviced by public cycling and provision for walking and cycling. The city also benefits from its lakeside location and proximity to natural amenities. This, combined with health care, is making it attractive as a retirement destination. Forestry continues to play a strong role in the regional economy and there is potential for future growth associated with the bioeconomy. Pohjois-Savo has had a forest-based economy for its entire history and to a considerable extent its future prosperity will continue to hinge upon the successful exploitation of forests . The future strength of the sector in the regional economy largely hinges on the possibility of Finnpulp fully implementing its plan to build the largest softwood pulp mill in the world in Kuopio. This plant will have integrated by-products and represent a major investment that will support large scale forest harvesting for decades. While the biorefinery is seen as offering new potential for the forest sector in Finland, the likely impact of the bioeconomy may be smaller in NSPA regions than is anticipated . Even with a new pulp mill, the bioeconomy has to compete with the conventional petroleum economy that has low cost feed stocks. Pohjois-Savo does have an advantage because it has the capability with large pulp mills to produce a range of associated by-products from forestry production. It also has a range of different manufacturing and research expertise embedded within the region, which means it is more likely for local innovations to occur. The Applied Science University of Savonia also plays an important role by educating professionals and developing projects in collaboration with enterprises. The key for Pohjois-Savo will be building stronger linkages with research and innovation actors within and outside of the region to identify higher value-adding opportunities. Pohjois-Savo has a strong platform for innovation, with further effort required in terms of engagement with the SME sector. Pohjois-Savo has a strong higher education and research presence along with a Science Park in Kuopio which has approximately 100 companies with 3 500 employees. The region has developed a Smart Specialisation Strategy which includes a focus on wood and bioprocessing, machine and energy technology, food production, health clusters and water and air. These priorities were selected based on a survey of business and research communities in the region and shape public investment in innovation which is mainly targeted towards supporting larger companies which export internationally. Further effort is required to better align research with industry, strengthen mechanisms to translate research into commercial outcomes (including stronger collaboration with North Karelia which has a more significant research base and R&D capability), and engage the SME sector. SMEs associated with traditional industries in Pohjois-Savo tend to form dependency relationships with a larger firm, which leaves them vulnerable to changing market conditions. Smaller businesses which are family owned also exhibit a reluctance to take risks that are necessary to grow, diversify and access new markets. These firms will not be positioned to survive and grow as local supply chains become more exposed to national and international competition. More effort is required to strengthen leadership, skills and capabilities of business owners and employees within the SME sector. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 19 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 139 Savilahti project – urban redevelopment: Kuopio, Pohjois-Savo The Regional Council of Pohjois-Savo is currently working with public and private sector actors on a re-development project in the middle of the city of Kuopio. The site is located on a lake, with the university, university hospital and technology centre located close by. The Regional Council has developed a vision for the site based on mixed-use residential, education and commercial development, which leverages the existing education and research institutions located in the city. Public and private sector actors are estimated to invest about EUR 1 billion in the construction projects targeted in the area in the coming years. The project is also aiming to utilise green technologies to ensure it is liveable and has lower environmental impacts. This project is a good example of a regional council linking its land-use planning and regional development competencies, and working in partnership with the private sector, to create new economic opportunities. This development strategy will also strengthen the position of Kuopio as a key centre for higher education and innovation in north and eastern Finland. A key area for future business and employment is the tourism sector, which has potential for further growth. Tourism is already present in Pohjois-Savo but has the potential for further growth. The region is in the heart of the Finnish lake district and is an integral part of the canal system that can facilitate water based tourism. Kuopio has better air connections than is the case for central cities in other NSPA regions and it can be a source of complementary urban tourism activities that support the conventional naturebased tourism that is the main feature of Pohjois-Savo. Most importantly, Pohjois-Savo does not offer a distinct tourism experience that differs from other lake oriented regions in eastern and central Finland. This suggests that there may be benefits in joint marketing that tries to sell the larger region to international tourists. Bottlenecks and risks A growth strategy focused on Kuopio will also need to enhance urban-rural linkages. The regional government has adopted a development strategy that emphasises growth in the vicinity of Kuopio as the dynamic force that will help the entire region prosper. The development strategy focuses on some of the key existing firms in manufacturing and forestry and on enhancing the role of health care. Creating a mix of new local entrepreneurs and larger existing firms is seen as important. While the concept seems appropriate given the situation in Pohjois-Savo, it will be important to expand rural-urban linkages between Kuopio and other municipalities in order to ensure that benefits of growth are spread more widely across the entire region. Long-term risk associated with population ageing and a declining regional workforce. Despite current concerns with low levels of employment, there is a longterm concern that the current labour force will not be replaced due to low rates of fertility, high rates of youth outmigration, especially by young females, and limited immigration. Nordregio has developed demographic projections at the municpality level for all the Nordic countries. They use two measures to assess the ability of the current labour force to be maintained. The first constructs the ratio of the current cohort of 15 to 25 year olds to the current cohort of 54 to 64 year olds to see if there are enough new workers about to enter the labour force to potentially replace those about to exit. A ratio of less than one indicates too few new workers. Second, they calculate the gender balance to see if there will be enough females in the municipality to allow sufficient new births to, in principle, allow natural replacement to occur. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 20 140 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES This is done by taking a simple ratio of the number of females that are in the 15 to 24 age cohort and dividing by the number of males in the parallel cohort. A number less than one again implies a problem. In Pohjois-Savo, in all municipalities but three, Nordregio projects a labour-force replacement rate of less than 0.8, and a female to male balance of below 80%. Both these indicators suggest a fairly rapid decline in the future labour force, especially since the measures ignore the role of youth outmigration, and in particular female biased outmigration. Two more rural municipalities are projected as having a replacement ratio between 0.8 and 1, with a gender balance of between 80 and 100. The Kuopio municipality, by contrast, is projected as having a replacement rate of above 1 and a balance ratio above 100%. Restructuring of the forestry industry and disengagement from the workforce. In most municipalities of Pohjois-Savo, the supply of labour remains affected by historical patterns of employment in a forestry sector that largely no longer exists. In the past, workers in the forest had strong artisanal skills that were specific to timber harvesting, but not readily applicable in many other occupations. Moreover, these workers had weak levels of formal education, because formal education was not required for employment. While these jobs have largely disappeared, their legacy remains both in the form of a significant share of the current labour force having only weak formal education, and in a too high share of young males failing to grasp that current employment prospects hinge on having formal skills. Both ends of the labour force in the region offer employment challenges. Older workers are harder to retrain and can be less attractive to potential employers, especially if they do not have direct experience in that industry. Discouraged workers may withdraw from the labour force or seek work-related disability benefits. In Pohjois-Savo, 10 municipalities had more than 12.5% of their population aged between 15 and 64 receiving work-related benefits, and 5 had between 10 to 12.5%. These are all municipalities that are fairly far from Kuopio but include the municipalities in the two smaller local labour markets. These communi ties get caught in a negative cycle of job and population loss which further erodes the capacity to provide essential health, education and transport services to people living there. Improving vocational training and skills will be important for delivering better employment outcomes for young people, particularly in rural areas. High rates of unemployment and low rates of participation in the labour force are indications of serious mismatching problems in local labour markets, particularly in rural areas. In Pohjois-Savo, these problems largely reflect a weakness in the job creation process that is exacerbated by limited flexibility on the supply side in terms of skill adjustments, outmigration or downward movement in prevailing wages. In the long run, the larger problem is enhancing youth skills because the skill problems of older workers will be slowly resolved by their leaving the work force. Once again, these are problems that are far less significant in the vicinity of Kuopio, where the relatively large local labour market works more efficiently. Moving youth and younger individuals who are already in the labour force into training and retraining programmes will be essential to better match workers with the most likely new jobs of the 21st century. The region is taking steps to improve the delivery of training services. Training providers in the region organise as a consortium along with local firms, and this consortium decides the number training places that will be made available across different courses up to 15 months in advance. This partnership approach is important; however, the region also needs to ensure flexibility in the provision of training as economic circumstances change. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 21 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 141 Consortium for education The Consortium for Education located in Varkaus in Pohjois-Savo, Finland, is a joint effort by the Savo Vocational College and the Varkaus Upper Secondary School to better connect the formal education mission of the two institutions to the skills needs of local employers. The schools provide academic and vocational education to almost 6 000 students using connections with local firms to identify skill requirements and specific technical training methods that can better connect education to future employment opportunities. Students receive both formal education and develop practical experience through apprenticeships or other structured placements with local employers. Programmes focus on local sectoral strengths including: forestry, tourism and manufacturing. In addition, emerging public sector opportunities in health and retirement care, and social services are available. The success of the programme has resulted in it being extended beyond its local base to cover the entire Pohjois-Savo region through collaborations with vocational education schools in other municipalities. The Consortium is an innovative way to address the importance of linking academic and practical work in vocational education. By connecting with key firms in the municipality that are the main employers of graduates and better understanding their skill needs, the schools can structure their programmes in ways that meets core education requirements and provide better training. This benefits firms by providing more competent workers, benefits students by improving the likelihood of employment in their chosen field upon graduation, and benefits the schools by ensuring an ongoing demand for their programmes. Most importantly, this type of programme addresses a crucial need for better mechanisms to match worker skills to employer needs, and can help to resolve the common problems of high youth unemployment and limited interest of young males in pursing further education. There is a lack of access to broadband across some areas of the region. Because of low population densities, private companies are not willing to provide broadband access to many rural areas across the region. Municipalities in the north of the region have broadband access due to co-investment from the national government. However, areas in the southern part of the region do not have the same level of access. Elderly people will also require support to use services delivered via digital platforms. Broadband access is likely to become more important for the provision of services, particularly as the population ages and all levels of government seek to achieve cost savings. Problems with internal connectivity are impacting on regional competitiveness and access to services and jobs. The agriculture, forestry and mining industries all rely on good road connections to move goods to market. The deterioration of secondary and minor roads is impacting upon the productivity and growth of these sectors. These projects usually fall under the threshold for national transport funding and are also sometimes too large for the region to address. Given the low population density and broad distribution of settlements, large scale public transit has limited value relative to smaller, and perhaps private, on-demand transit services. Improvements in local roads are important for reducing transit times and for the more efficient movement of wood from forest to processing sites. The large number of lakes complicates transport planning but improving access to lakes is essential for tourism growth. OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 22 142 – II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES Bibliography Finnish Communications Regulatory Authority (2016), Supply of fast broadband in Finland, www.viestintavirasto.fi/en/statisticsandreports/statistics/2013/availabilityofhighspeedbroa dbandconnections.html (accessed 1 February 2017). Finnish Transport Agency. OECD (2016a), “Regional economy”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/6b288ab8-en (accessed 14 December 2016). OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016). OECD (2016c), “Regional demography”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/a8f15243-en (accessed 14 December 2016). OECD (2016d), “Regional labour markets”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/f7445d96-en (accessed 14 December 2016). OECD (2016e), “Regional innovation”, OECD Regional Statistics (database), http://dx.doi.org/10.1787/1c89e05a-en (accessed 14 December 2016). Statistics Finland (2016a), Statistical databases, http://pxnet2.stat.fi (accessed 14 December 2016). Statistics Finland (2016b), Enterprise openings and closures, www.stat.fi/meta/til/aly_en.html (accessed 30 January 2017). Statistics Finland (2016c), Population, www.stat.fi/til/vrm_en.html (accessed 1 February 2017). Statistics Finland (2016d), Enterprises, www.stat.fi/til/yri_en.html (accessed 1 February 2017). OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 23 II. REGIONS IN NORTHERN SPARSELY POPULATED AREAS: 14 CASE STUDIES – 143 Annex: Statistical summary GDP pc Period Pohjois-Savo Finland OECD 1995 21 481 26 522 27 905 National gap 81% 82% 88% OECD gap 77% 2012 31 420 38 359 35 812 GDP 2012 7 798 207 673 19 363 GDP share 2011 3.8% n.a. n.a. Productivity 2000 65 941 75 513 59 692 87% 110% 2012 73 944 90% 99% 73 247 81 838 km2) 16 768 303 891 Area share of national 5.5% n.a. Area (in n.a. Population 2014 248 430 5 451 270 Population share 2014 4.6% n.a. n.a. Population density 2014 14.82 17.94 343.39 Elderly dependency ratio 2014 33.95 31.31 27.68 Youth dependency ratio 2014 24.18 25.75 25.68 Road density (p) 2015 - Road density (a) 2015 - Primary attainment % of LF 2014 11.2% 14.0% - Tertiary attainment % of LF 2014 36.0% 38.5% - Unemployment rate 2014 8.6 8.7 8.7 -0.1 -0.1 Employment rate 2014 58.1 59.7 53.6 -1.6 4.5 Youth unemployment rate 2011 29.7 20.1 23.7 9.6 6.0 Patent applications 2011 18.20 80.88 105.72 Patents per million 2011 73.40 285.89 60.28 GDP pc growth 1995-2012 2.26% 2.19% GDP growth 1995-2012 1.98% 2.54% Productivity growth 2000-2012 0.88% 0.67% Population growth 1990-2014 -0.16% 0.37% Elderly dependency (pp change) 1990-2014 13.3 11.4 Youth dependency (pp change) 1990-2014 -5.4 -2.9 Primary education (pp change) 1987-2014 -26.6 -25.4 Tertiary education (pp change) 1987-2014 16.1 16.2 Unemployment rate (pp change) 1990-2014 0.6 3.0 Employment rate (pp change) 1990-2014 1.1 -2.6 Changes Notes: All national average values are weighted, apart from patent applications. All OECD average values are unweighted meaning each regional value is treated as one observation (besides GDP pc). LF = labour force; pc = per capita; pp = percentage point; p = population; a = area. Source: Calculations based on OECD (2016b), OECD Regional Statistics (database), http://dx.doi.org/10.1787/region-data-en (accessed 14 December 2016). OECD TERRITORIAL REVIEWS: NORTHERN SPARSELY POPULATED AREAS © OECD 2017 24