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Estimating Housing Vacancy Rates in Rural China Using Power Consumption Data

Author

Listed:
  • Jing Li

    (Northeast Institute of Geography and Agricultural Ecology, Chinese Academy of Science, Changchun 130102, China)

  • Meng Guo

    (School of Geographical Sciences, Northeast Normal University, Changchun 130024, China)

  • Kevin Lo

    (Department of Geography, Hong Kong Baptist University, Kowloon Tong, Hong Kong, China)

Abstract

Village hollowing is a growing policy problem globally, but accurately estimating housing vacancy rates is difficult and costly. In this study, we piloted the use of power consumption data to estimate the vacancy rate of rural housing. To illustrate the method used, we took power consumption data in 2014 and 2017 in an area of rural China to analyze the change in housing vacancies. Results indicated that the rural vacancy rates were 5.27% and 8.69%, respectively, while underutilization rates were around 10% in 2014 and 2017. Second, there was significant spatial clustering of vacant rural housing, and the hotspots were mainly distributed in western mountainous areas, whereas villages near urban areas had lower vacancy rates. Third, rural vacancies increased from 2014 to 2017. Compared with other methods, our method proved to be accurate, very cost-effective and scalable, and it can offer timely spatial and temporal information that can be used by policymakers to identify areas with significant village hollowing issues. However, there are challenges in setting the right thresholds that take into consideration regional differences. Therefore, there is also a need for more studies in different regions in order to scale up this method to the national level.

Suggested Citation

  • Jing Li & Meng Guo & Kevin Lo, 2019. "Estimating Housing Vacancy Rates in Rural China Using Power Consumption Data," Sustainability, MDPI, vol. 11(20), pages 1-13, October.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:20:p:5722-:d:277066
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    as
    1. Liu, Qianqian & Wang, Shaojian & Zhang, Wenzhong & Li, Jiaming & Kong, Yunlong, 2019. "Examining the effects of income inequality on CO2 emissions: Evidence from non-spatial and spatial perspectives," Applied Energy, Elsevier, vol. 236(C), pages 163-171.
    2. Wu, Yuzhe & Mo, Zhibin & Peng, Yi & Skitmore, Martin, 2018. "Market-driven land nationalization in China: A new system for the capitalization of rural homesteads," Land Use Policy, Elsevier, vol. 70(C), pages 559-569.
    3. Chen, Wen & Zhou, Kaile & Yang, Shanlin & Wu, Cheng, 2017. "Data quality of electricity consumption data in a smart grid environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 98-105.
    4. Itoh, Ryo, 2009. "Dynamic control of rural-urban migration," Journal of Urban Economics, Elsevier, vol. 66(3), pages 196-202, November.
    5. Galen D. Newman & Ann O’M. Bowman & Ryun Jung Lee & Boah Kim, 2016. "A current inventory of vacant urban land in America," Journal of Urban Design, Taylor & Francis Journals, vol. 21(3), pages 302-319, June.
    6. Kong, Xuesong & Liu, Yaolin & Jiang, Ping & Tian, Yasi & Zou, Yafeng, 2018. "A novel framework for rural homestead land transfer under collective ownership in China," Land Use Policy, Elsevier, vol. 78(C), pages 138-146.
    7. Yu, Zhenning & Wu, Cifang & Tan, Yongzhong & Zhang, Xiaobin, 2018. "The dilemma of land expansion and governance in rural China: A comparative study based on three townships in Zhejiang Province," Land Use Policy, Elsevier, vol. 71(C), pages 602-611.
    8. SONG, Han, 2016. ""Hollow Village" Evolution and Policy Control under the Perspective of Rural Urbanization: A Case Study of Jiangsu Province," Asian Agricultural Research, USA-China Science and Culture Media Corporation, vol. 8(03), pages 1-5, March.
    9. Jedwab, Remi & Christiaensen, Luc & Gindelsky, Marina, 2017. "Demography, urbanization and development: Rural push, urban pull and…urban push?," Journal of Urban Economics, Elsevier, vol. 98(C), pages 6-16.
    10. Zou, Baoling & Mishra, Ashok K. & Luo, Biliang, 2018. "Aging population, farm succession, and farmland usage: Evidence from rural China," Land Use Policy, Elsevier, vol. 77(C), pages 437-445.
    11. YIlmaz, Bülent & Dasdemir, Ismet & Atmis, Erdogan & Lise, Wietze, 2010. "Factors affecting rural development in turkey: BartIn case study," Forest Policy and Economics, Elsevier, vol. 12(4), pages 239-249, April.
    12. Chen, Hongxia & Zhao, Luming & Zhao, Zhenyu, 2017. "Influencing factors of farmers’ willingness to withdraw from rural homesteads: A survey in zhejiang, China," Land Use Policy, Elsevier, vol. 68(C), pages 524-530.
    13. Molloy, Raven, 2016. "Long-term vacant housing in the United States," Regional Science and Urban Economics, Elsevier, vol. 59(C), pages 118-129.
    14. Steven McGreevy, 2012. "Lost in translation: incomer organic farmers, local knowledge, and the revitalization of upland Japanese hamlets," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 29(3), pages 393-412, September.
    15. Karen C Seto & Michail Fragkias & Burak Güneralp & Michael K Reilly, 2011. "A Meta-Analysis of Global Urban Land Expansion," PLOS ONE, Public Library of Science, vol. 6(8), pages 1-9, August.
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    Cited by:

    1. Liu, Runqiu & Jiang, Jian & Yu, Chao & Rodenbiker, Jesse & Jiang, Yongmu, 2021. "The endowment effect accompanying villagers' withdrawal from rural homesteads: Field evidence from Chengdu, China," Land Use Policy, Elsevier, vol. 101(C).
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    6. Li, Jing & Lo, Kevin & Zhang, Pingyu & Guo, Meng, 2021. "Reclaiming small to fill large: A novel approach to rural residential land consolidation in China," Land Use Policy, Elsevier, vol. 109(C).
    7. Weiming Tong & Kevin Lo & Pingyu Zhang, 2020. "Land Consolidation in Rural China: Life Satisfaction among Resettlers and Its Determinants," Land, MDPI, vol. 9(4), pages 1-15, April.

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