Exploring the rationality and potential mismatches in the tourism driven economic development of Shanxi, China: An input-output analysisis

Song Liangkai, Rosniza Aznie Che Rose

Abstract


As Shanxi Province transitions from a resource-dependent economy to one increasingly driven by tourism, assessing whether its tourism spatial structure generates coherent and equitable economic benefits is vital. This study applies an input-output framework combined with spatial econometric methods to evaluate the rationality of Shanxi’s tourism development. By constructing a Tourism Economic Linkage Model, the research measures how tourism investments translate into local economic linkages, backward and forward multiplier effects and inter-industry connections. Findings reveal significant mismatches between planned tourism clusters and the actual distribution of economic benefits. While some cities exhibit strong input-output linkages that amplify tourism’s local impact, others remain poorly integrated, resulting in resource misallocation and limited spillover effects. The Spatial Mismatch Index (SMI) further quantifies these disparities, highlighting zones where benefits fail to materialize as intended. This analysis underscores the need for policymakers to look beyond spatial blueprints and measure how tourism spending circulates within local economies. By demonstrating how input-output analysis can be combined with spatial techniques to detect structural gaps, this study provides empirical evidence to refine regional tourism strategies, strengthen supply chains and promote more balanced regional development. The findings offer practical insights for Shanxi and similar regions seeking to ensure that tourism’s promise of sustainable growth is realized through effective economic linkages and spatial coherence.

 

Keywords: Comprehensive evaluation function, input-out analysis, rationality evaluation, Spatial Econometric Model, Spatial Mismatch Index (SMI), tourism spatial structure


Keywords


Comprehensive evaluation function, input-out analysis, rationality evaluation, Spatial Econometric Model, Spatial Mismatch Index (SMI), tourism spatial structure

Full Text:

PDF

References


Auerbach, F. (1913). Das Gesetz der Bevölkerungskonzentration [The Law of Population Concentration]. Petermanns Geographische Mitteilungen, 59, 74-76.

Aziz, N. A., Al Mamun, A., Reza, M. N. H., & Naznen, F. (2024). The impact of big data analytics on innovation capability and sustainability performance of hotels: Evidence from an emerging economy. Journal of Enterprise Information Management, 37(3), 1044-1068.

Aziz, N. A., & F. Long. 2022. To travel, or not to travel? The impacts of travel constraints and perceived travel risk on travel intention among Malaysian tourists amid the COVID‐19. Journal of Consumer Behavior, 21(2), 352-362.

Azmi, E., Che Rose, R. A., Awang, A., & Abas, A. (2023). Innovative and competitive: A systematic literature review on new tourism destinations and products for tourism supply. Sustainability, 15(2), 1187.

Betcherman, G., Giannakopoulos, N., Laliotis, I., Pantelaiou, I., Testaverde, M., & Tzimas, G. (2023). The short-term impact of the 2020 pandemic lockdown on employment in Greece. Empirical Economics, 65(3), 1273-1307.

Bunsen, J., & Finkbeiner. M. (2022). An introductory review of input-output analysis in sustainability sciences including potential implications of aggregation. Sustainability, 15(1), 46.

Chaabouni, S. (2019). China’s regional tourism efficiency: A two-stage double bootstrap data envelopment analysis. Journal of Destination Marketing & Management, 11, 183–191.

Chang, J. Y. S., Cheah, J. H., Lim, X. J., & Morrison, A. M. (2023). One pie, many recipes: The role of Artificial Intelligence chatbots in influencing Malaysian Solo Traveler Purchase Intentions. Tourism Management Perspectives, 49, 101191.

Chi, Y., & Liu, D. (2023). Measuring the Island Tourism Development Sustainability at dual spatial scales using a Four-Dimensional Model: A case study of Shengsi Archipelago, China. Journal of Cleaner Production, 388, 135775.

Demeter, C., Lin, P. C., Sun, Y. Y., & Dolnicar, S. (2021). Assessing the carbon footprint of tourism businesses using environmentally extended input-output analysis. Journal of Sustainable Tourism, 30(1), 128-144.

Egidi, G., Cividino, S., Quaranta, G., Alhuseen, A., & Salvati, L. (2020). Land mismatches, urban growth and spatial planning: A contribution to metropolitan sustainability. Environmental Impact Assessment Review, 84, 106439.

Encalada-Abarca, L., Ferreira, C. C., & Rocha, J. (2022). Measuring tourism intensification in urban destinations: An approach based on fractal analysis. Journal of Travel Research, 61(2), 394-413.

Gabaix, X. (1999). Zipf's law and the growth of cities. American Economic Review, 89(2), 129-132.

Gan, C., Voda, M., Wang, K., Chen, L., & Ye, J. (2021). Spatial Network Structure of the tourism economy in urban agglomeration: A social network analysis. Journal of Hospitality and Tourism Management, 47, 124-133.

Gillman, M. (2021). Steps in industrial development through human capital deepening. Economic Modelling, 99, 105470.

González-García, A., Palomo, I., González, J. A., López, C. A., & Montes, C. (2020). Quantifying spatial supply-demand mismatches in ecosystem services provides insights for land-use planning. Land Use Policy, 94, 104493.

Gössling, S. (2021). Tourism, technology and ICT: A critical review of affordances and concessions. Journal of Sustainable Tourism 29(5), 733-750.

Gyódi, K., & Nawaro, Ł. (2021). Determinants of Airbnb prices in European cities: A spatial econometrics approach. Tourism Management, 86, 104319.

Huang, T., Xi, J. C., & Ge, Q. S. (2019). Spatial differentiation and integration optimization of an urban agglomeration tourism system under the influence of high-speed railway network evolution. Applied Spatial Analysis and Policy, 12, 349-376.

Jin, D., Song, B., & Gao, N. (2013). Spatial structure of tourism in Shanxi Province based on 'Pole-Axis' theory. Journal of Arid Land Resources and Environment, 27(5), 196-202.

Kim, Y. R., Liu, A., Stienmetz, J., & Chen. Y. (2022). Visitor flow spillover effects on attraction demand: A spatial econometric model with multisource data. Tourism Management, 88, 104432.

Kunjuraman, V. (2023). A revised sustainable livelihood framework for community-based tourism projects in developing countries. Current Issues in Tourism, 26(4), 540-546.

Ladkin, A. (2011). Exploring Tourism Labor. Annals of Tourism Research, 38(3), 1135-1155.

Lau, P. L., Koo, T. T., & Wu, C. L. (2020). Spatial distribution of tourism activities: A Polya Urn Process Model of rank-size distribution. Journal of Travel Research, 59(2), 231-246.

Liao, J., Yu, C., Feng, Z., Zhao, H., Wu, K., & Ma, X. (2021). Spatial differentiation characteristics and driving factors of agricultural eco-efficiency in Chinese Provinces from the perspective of ecosystem services. Journal of Cleaner Production, 288, 125466.

Lu, D. (1989). Spatial structure theory and regional development. Science, 41(2), 108-111.

Lu, D. (2024). Regional Development and Its Spatial Structure. Springer.

Ma, L., Li, X., Bo, J., & Fang. F. (2020). From subjective and objective perspective to reconstruct the high-quality tourism spatial structure - Taking Gannan prefecture in China as an example. Sustainability, 12(3), 1015.

Mandelbrot, B. (1977). Fractals: Form, Chance, and Dimension. San Francisco.

Martin, R. W. (2001). The adjustment of black residents to metropolitan employment shifts: How persistent is spatial mismatch?. Journal of Urban Economics, 50(1), 52-76.

Meng, L., Zheng, X., & Zhao, L. (2009). Study on fractal model of regional urban Pole-Axis system spatial structure. Progress in Geography, 28(6), 945-946.

Miller, R. E., & Blair, P. D. (2021). Input-Output Analysis: Foundations and Extensions. Cambridge University Press.

Munguía, R., Davalos, J., & Urzua, S. (2019). Estimation of the Solow-Cobb-Douglas Economic Growth Model with a Kalman Filter: An observability-based approach. Heliyon, 5(6).

Ouyang, Z., Song, C., Zheng, H., Polasky, S., Xiao, Y., et al. (2020). Using Gross Ecosystem Product (GEP) to value nature in decision making. Proceedings of the National Academy of Sciences 117(25), 14593-14601.

Peypoch, N., Song, Y., & Zhang, L. (2021). The nature of technological change in the Chinese Hotel Sector. Journal of Hospitality & Tourism Research, 45(1), 151-170.

Shazhad, Q., & Aruga, K. (2024). Spatial effect of economic performance on the ecological footprint: evidence from Asian countries. Environment, Development and Sustainability, 1-15.

Song, M., & Li, H. (2019). Estimating the efficiency of a Sustainable Chinese Tourism Industry using Bootstrap Technology Rectification. Technological Forecasting and Social Change, 143, 45-54.

Sun, B., Zhang, T., He, Z., & Wang, R. (2017). Urban spatial structure and motorization in China." Journal of Regional Science, 57(3), 470-486.

Tang, B., & Luo, H. (2022). Mismatch and coupling: A study on the synergistic development of tourism-economy-ecology systems in the Pearl

River Delta. Sustainability, 14(14), 8518.

The People's Government of Shanxi Province. (2021). Outline of the 14th Five-Year Plan (2021-2025) for National Economic and Social Development and Vision 2035 of Shanxi Province.

Wan, J., & Tu, R. (1992). A tentative discussion on the spatial structure theory of regional development. Jianghan Forum, 11, 19-24.

Wang, G., Li, X., Jin, D., & Li, Y. (2020a). Study on the rationality of tourism spatial structure in Shanxi Province from the perspective of supply-side reform. Areal Research and Development, 01, 107-111.

Wang, J., Huang, X., Gong, Z., & Cao, K. (2020b). Dynamic assessment of tourism carrying capacity and its impacts on tourism economic growth in urban tourism destinations in China. Journal of Destination Marketing &

Management, 15, 100383.

Wang, L., Yuan, M., Li, H., & Chen, X. (2023). Exploring the coupling coordination of urban ecological resilience and new-type urbanization: The case of China’s Chengdu–Chongqing Economic Circle. Environmental Technology & Innovation, 32, 103372.

Wang, Y., Wang, M., Li, K., & Zhao, J. (2021). Analysis of the relationships between tourism efficiency and transport accessibility-A case study in Hubei Province, China. Sustainability, 13(15), 8649.

Wang, Z., Sun, X., Shan, R., & Wang, B. (2024). Mapping and assessing supply–demand matching of recreational ecosystem services in Shandong Province, China. Ecological Indicators, 160, 111859.

Yao, H., & Guo, X. (2014). Space structure and difference of domestic tourism market in Shanxi Province. Areal Research and Development, 33(5), 94-98.

You, M., Guan, C., & Lai, R. (2022). Spatial structure of an urban park system based on fractal theory: A case study of Fuzhou, China. Remote Sensing, 14(9), 2144.

Zhang, M., Tan, S., Pan, Z., Hao, D., Zhang, X., & Chen, Z. (2022). The Spatial spillover effect and nonlinear relationship analysis between land resource misallocation and environmental pollution: Evidence from China.

Journal of Environmental Management, 321, 115873. .

Zhang, Y., & Xu, H. (2024). The rationality of the spatial layout of Beijing Sports Parks and the evaluation of tourism experience quality. Journal of Resources and Ecology, 15(2), 496-509.


Refbacks

  • There are currently no refbacks.