The Social Economy as a Factor of Economic Development and Resilience of Population in Rural Areas. A Study of Mediating Effects in Castilla-La Mancha (Spain)
Abstract
:1. Introduction
2. Determinants of the Settlement of Population in a Particular Territory: The Theoretical Model
2.1. Impact of Demographic Factors on Population Settlement in a Specific Territory
2.2. Impact of Access to Services and Basic Facilities on Population Settlement in a Territory
2.3. Social Economy Institutions, Endogenous Development, and Population Density
3. Materials and Methods
4. Results and Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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C1 Population | ||
Total population (TP) | Total population of all the municipalities in Castilla-La Mancha in 2018 | http://ine.es (accessed on 20 November 2020) |
C2 Natural population change | ||
Births (BIR) | Number of births in 2018 | http://ine.es (accessed on 20 November 2020) |
Deaths (DEA) | Number of deaths in 2018 | http://ine.es (accessed on 20 November 2020) |
C3 Education | ||
Primary Schools (PS) | Number of primary education schools | http://www.ies.jccm.es (accessed on 20 November 2020) |
Secondary Schools and Vocational Training Schools (SS and VTS) | Number of schools providing compulsory secondary education, baccalaureate and vocational training | http://www.ies.jccm.es (accessed on 20 November 2020) |
C4 Productive Activities | ||
Wholesale Trade (WT) | Number of companies in this sector by municipality | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Retail Trade (RT) | Number of companies in this sector by municipality | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Construction (CONS) | Number of companies in this sector by municipality | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Livestock Enterprises (LE) | Number of companies in this sector by municipality | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Industry (IND) | Number of companies in this sector by municipality | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Agri-food Industry (IA) | Number of companies in this sector by municipality | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Utilized Agricultural Area (UAA) | Number of hectares available for crop-growing | http://www.ies.jccm.es (accessed on 20 November 2020) |
C5 Net Migration | ||
Inflow (INF) | Number of immigrants to the region, both internal and external | http://www.ies.jccm.es (accessed on 20 November 2020) |
Outflow (OUT) | Number of emigrants from the region, both internal and external | http://www.ies.jccm.es (accessed on 20 November 2020) |
C6 Health care | ||
Local Health Center (LHC) | Health centers by municipality (without emergency services) | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Minutes (MIN) | Distance in minutes to the nearest emergency service | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) https://www.google.com/maps (accessed on 20 November 2020) |
C7 Social Economy | ||
Special Employment Centers (SEC) | Number of special employment centers by municipality, 2018 | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Employment Integration Companies (EIC) | Number of employment integration companies by municipality, 2018 | https://datosabiertos.castillalamancha.es (accessed on 20 November 2020) |
Cooperatives (COOP) | Number of active cooperatives by municipality, 2018 | Registro de Cooperativas |
C8 Labor Market | ||
Job Contracts (CONT) | Number of job contracts per municipality in 2018 | http://www.ies.jccm.es (accessed on 20 November 2020) |
Registered Unemployment (RE) | Registered unemployment per municipality in 2018 | http://www.ies.jccm.es (accessed on 20 November 2020) |
AVE | Composite Reliability | Cronbachs Alpha | R2 | |
---|---|---|---|---|
C1 | 1.000 | 1.000 | 1.000 | 0.982 |
C2 | 0.991 | 0.995 | 0.991 | - |
C3 | 0.938 | 0.979 | 0.967 | - |
C4 | 0.814 | 0.968 | 0.960 | - |
C5 | 0.994 | 0.997 | 0.994 | - |
C6 | 0.707 | 0.827 | 0.616 | - |
C7 | 0.850 | 0.944 | 0.912 | - |
C8 | 0.948 | 0.974 | 0.948 | - |
AVE | Composite Reliability | Cronbach’s Alpha | R2 | |||||
---|---|---|---|---|---|---|---|---|
C1 | 1.000 | 1.000 | 1.000 | 0.982 | ||||
C2 | 0.991 | 0.995 | 0.991 | 0.972 | ||||
C3 | 0.938 | 0.979 | 0.967 | - | ||||
C4 | 0.814 | 0.968 | 0.960 | 0.934 | ||||
C5 | 0.994 | 0.997 | 0.994 | 0.851 | ||||
C7 | 0.850 | 0.944 | 0.912 | - | ||||
C8 | 0.948 | 0.974 | 0.946 | 0.856 | ||||
Loading and cross-loading matrix | ||||||||
C4 | C3 | C8 | C2 | C5 | C1 | C7 | ||
BIR | 0.942 | 0.980 | 0.982 | 0.995 | 0.941 | 0.990 | 0.906 | |
CEE | 0.753 | 0.722 | 0.712 | 0.710 | 0.535 | 0.711 | 0.885 | |
CMI | 0.967 | 0.988 | 0.967 | 0.994 | 0.902 | 0.983 | 0.912 | |
CONS | 0.957 | 0.975 | 0.957 | 0.992 | 0.921 | 0.979 | 0.891 | |
CONT | 0.834 | 0.888 | 0.972 | 0.907 | 0.907 | 0.912 | 0.803 | |
COOP | 0.904 | 0.892 | 0.851 | 0.857 | 0.682 | 0.859 | 0.944 | |
DEA | 0.953 | 0.974 | 0.956 | 0.995 | 0.921 | 0.981 | 0.881 | |
EI | 0.841 | 0.892 | 0.889 | 0.902 | 0.815 | 0.909 | 0.936 | |
IA | 0.936 | 0.853 | 0.790 | 0.819 | 0.671 | 0.795 | 0.805 | |
IND | 0.976 | 0.964 | 0.927 | 0.941 | 0.826 | 0.932 | 0.878 | |
INF | 0.844 | 0.909 | 0.936 | 0.945 | 0.997 | 0.943 | 0.767 | |
LE | 0.665 | 0.510 | 0.440 | 0.489 | 0.373 | 0.455 | 0.455 | |
OUT | 0.804 | 0.873 | 0.903 | 0.919 | 0.997 | 0.913 | 0.711 | |
PR | 0.963 | 0.993 | 0.976 | 0.986 | 0.891 | 0.983 | 0.928 | |
PS | 0.951 | 0.975 | 0.956 | 0.980 | 0.904 | 0.973 | 0.884 | |
SS | 0.959 | 0.985 | 0.951 | 0.973 | 0.885 | 0.966 | 0.892 | |
TP | 0.940 | 0.974 | 0.974 | 0.990 | 0.931 | 1.000 | 0.902 | |
UAA | 0.826 | 0.697 | 0.645 | 0.675 | 0.527 | 0.673 | 0.701 | |
VTS | 0.889 | 0.945 | 0.902 | 0.897 | 0.805 | 0.888 | 0.873 | |
WT | 0.948 | 0.959 | 0.944 | 0.946 | 0.814 | 0.952 | 0.950 | |
Individual significance of the variables | ||||||||
Hypothesis | Path coefficients | T Value | p Value | Decision | ||||
C4 → C8 | H8 | 0.925 | 21.233 *** | 0.000 | Supported | |||
C3 → C4 | H7 | 0.815 | 9.990 *** | 0.000 | Supported | |||
C3 → C5 | H6 | 0.030 | 0.109 | 0.913 | Not Supported | |||
C8 → C2 | H9 | 0.311 | 1.547 * | 0.122 | Supported | |||
C8 → C5 | H3 | 0.893 | 3.304 *** | 0.001 | Supported | |||
C8 → C1 | H10 | 0.193 | 2.347 *** | 0.019 | Supported | |||
C2 → C1 | H1 | 0.802 | 9.577 *** | 0.000 | Supported | |||
C5 → C2 | H2 | 0.418 | 3.325 *** | 0.001 | Supported | |||
C7 → C4 | H11 | 0.164 | 1.867 ** | 0.062 | Supported | |||
C7 → C2 | H12 | 0.311 | 2.446 *** | 0.015 | Supported |
Hypothesis | Indirect Effect | Confidence Interval | t-Value | p-Value |
---|---|---|---|---|
C7 → C8 | 0.152 | (0.018,0.302) | 2.079 | 0.038 *** |
C7 → C2 | 0.104 | (0.008,0.237) | 1.750 | 0.081 ** |
C7 → C5 | 0.136 | (0.011,0.353) | 1.482 | 0.139 |
C7 → C1 | 0.362 | (0.095,0.535) | 3.379 | 0.001 *** |
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Carchano, M.; Carrasco, I.; Castillo, S.; García-Cortijo, M.C. The Social Economy as a Factor of Economic Development and Resilience of Population in Rural Areas. A Study of Mediating Effects in Castilla-La Mancha (Spain). Sustainability 2021, 13, 5544. https://doi.org/10.3390/su13105544
Carchano M, Carrasco I, Castillo S, García-Cortijo MC. The Social Economy as a Factor of Economic Development and Resilience of Population in Rural Areas. A Study of Mediating Effects in Castilla-La Mancha (Spain). Sustainability. 2021; 13(10):5544. https://doi.org/10.3390/su13105544
Chicago/Turabian StyleCarchano, Marcos, Inmaculada Carrasco, Sebastián Castillo, and M. Carmen García-Cortijo. 2021. "The Social Economy as a Factor of Economic Development and Resilience of Population in Rural Areas. A Study of Mediating Effects in Castilla-La Mancha (Spain)" Sustainability 13, no. 10: 5544. https://doi.org/10.3390/su13105544
APA StyleCarchano, M., Carrasco, I., Castillo, S., & García-Cortijo, M. C. (2021). The Social Economy as a Factor of Economic Development and Resilience of Population in Rural Areas. A Study of Mediating Effects in Castilla-La Mancha (Spain). Sustainability, 13(10), 5544. https://doi.org/10.3390/su13105544