Unequal Access to Emergency Facilities for Older Adults: A Spatial Analysis in Shanghai, China
Xi Chen , Xiaogang Zhu , Wuxiao Teng
International Journal of Disaster Risk Science ›› : 1 -17.
Increasingly frequent disasters and the heightened vulnerability of older adults highlight the need for equitable access to lifesaving resources such as evacuation shelters and emergency supply storage. This study evaluates whether the spatial accessibility of these facilities aligns with the distribution of older residents in core and non-core areas of Pudong New Area, Shanghai Municipality. We develop a spatial equity framework employing bivariate local Moran’s I, Lorenz curves, and Gini coefficients to quantify alignment and inequity, using data from the First National Survey on Natural Disaster Risks (2020–2022). Our analysis uncovers a pronounced spatial disconnect. Both shelters and supply storage cluster in the urban core, leaving older adults in peripheral areas with substantially lower access. Shelters correspond more closely to general population clusters than to older adult clusters, and this misalignment worsens as evacuation time thresholds increase. Emergency supply storage exhibit a more even distribution and a positive spatial correlation with ageing communities, yet Lorenz curve analysis reveals persistent inequities outside the core. These results demonstrate that current facility siting amplifies disaster inequities for older adults. We therefore recommend that emergency planning move beyond per capita targets to incorporate spatial accessibility metrics and age-sensitive siting strategies, ensuring that vulnerable populations have timely access to shelter and supplies when disasters occur.
Distributional equity / Emergency facility accessibility / Older adults / Shanghai / Spatial clustering / 2SFCA
| [1] |
|
| [2] |
|
| [3] |
|
| [4] |
|
| [5] |
|
| [6] |
|
| [7] |
Chen, W., Y. Fang, Q. Zhai, W. Wang, and Y. Zhang. 2020. Assessing emergency shelter demand using POI data and evacuation simulation. ISPRS International Journal of Geo-Information 9(1): Article 41 |
| [8] |
|
| [9] |
|
| [10] |
Cheng, M., L. Tao, Y. Lian, and W. Huang. 2021. Measuring spatial accessibility of urban medical facilities: A case study in Changning District of Shanghai in China. International Journal of Environmental Research and Public Health 18(18): Article 9598. |
| [11] |
|
| [12] |
Cutter, S.L. 2024. The origin and diffusion of the social vulnerability index (SoVI). International Journal of Disaster Risk Reduction 109: Article 104576. |
| [13] |
|
| [14] |
Ding, Z., H. Dong, L. Yang, N. Xue, L. He, and X. Yao. 2022. A study on the emergency shelter spatial accessibility based on the adaptive catchment size 2SFCA method. ISPRS International Journal of Geo-Information 11(12): Article 612. |
| [15] |
Efendi, F., R. Indarwati, G.E. Aurizki, I.A. Susanti, and A.E.F. Maulana. 2022. Policymakers’ perspectives on responding to the elderly’s mental health needs in post-disaster situations. Journal of Public Health Research 11(1): Article 2386. |
| [16] |
Fang, W., H. Guo, J. Li, M. Gu, W. Pan, and Y. Ying. 2021. A scheduling and planning method for geological disasters. Applied Soft Computing 111: Article 107712. |
| [17] |
Geng, J., H. Hou, and S. Geng. 2021. Optimization of warehouse location and supplies allocation for emergency rescue under joint government-enterprise cooperation considering disaster victims’ distress perception. Sustainability 13(19): Article 10560. |
| [18] |
|
| [19] |
|
| [20] |
|
| [21] |
Jana, A., A. Sarkar, V. Parmar, and S. Saunik. 2023. Examining district-level disparity and determinants of timeliness of emergency medical services in Maharashtra, India. Scientific Reports 13(1): Article 21239. |
| [22] |
|
| [23] |
|
| [24] |
|
| [25] |
|
| [26] |
Li, H., F. Liu, Q. Zhou, W. Ma, F. Zhao, S. Zhang, B. Li, and T. Zhang. 2025. Optimization of emergency stockpiles site selection for major disasters in the Qinghai Plateau, China. Sustainability 17(4): Article 1572. |
| [27] |
Li, F., J. Zhou, W. Wei, and D. Zhou. 2024. Research on the evaluation of an age-friendly layout of medical service facilities in Wuhan City based on accessibility. Buildings 14(9): Article 2970. |
| [28] |
Liang, Y., Z. Xie, S. Chen, Y. Xu, Z. Xin, S. Yang, H. Jian, and Q. Wang. 2023. Spatial accessibility of urban emergency shelters based on Ga2SFCA and its improved method: A case study of Kunming, China. Journal of Urban Planning and Development 149(2): Article 05023013. |
| [29] |
Liu, Q., X. Ruan, and P. Shi. 2011. Selection of emergency shelter sites for seismic disasters in mountainous regions: Lessons from the 2008 Wenchuan Ms 8.0 earthquake, China. Journal of Asian Earth Sciences 40(4): 926–934. |
| [30] |
Liu, W., H. Xu, J. Wu, W. Li, and H. Hu. 2022. Measuring spatial accessibility to refuge green space after earthquakes: A case study of Nanjing, China. PLoS ONE 17(6): Article e0270035. |
| [31] |
|
| [32] |
Mah, J.C., J.L. Penwarden, H. Pott, O. Theou, and M.K. Andrew. 2023. Social vulnerability indices: A scoping review. BMC Public Health 23(1): Article 1253. |
| [33] |
|
| [34] |
|
| [35] |
|
| [36] |
Patrick, R., S. Noy, M. McKew, S. Lee, M. Kanda, S.J. Edwards, A. Ali, and K. Bowen. 2025. Rapid review on healthy ageing interventions that incorporate action on climate change and sustainability in cities and communities. Health & Place 93: Article 103435. |
| [37] |
|
| [38] |
|
| [39] |
|
| [40] |
Shangguan News. 2022. Pudong exceeds planning targets for emergency shelter construction. Shangguan News, 13 November 2022 (in Chinese). |
| [41] |
Shanghai Municipal Emergency Management Bureau. 2024. Notice on issuing the Shanghai emergency plan for population relocation and activation of emergency shelters in response to emergencies. Shanghai: Shanghai Municipal Emergency Management Bureau (in Chinese). |
| [42] |
Shanghai Municipal People’s Government. 2010. Notice of the General Office of the Shanghai Municipal People’s Government on forwarding the opinions of the Municipal Civil Defense Office on promoting the construction of emergency shelters in this city. Shanghai: Shanghai Municipal People’s Government (in Chinese). |
| [43] |
Shanghai Municipal Planning and Natural Resources Bureau. 2020. General territorial and spatial plan of Pudong New Area, Shanghai (2017–2035). Shanghai: Shanghai Municipal Planning and Natural Resources Bureau (in Chinese). |
| [44] |
|
| [45] |
|
| [46] |
|
| [47] |
|
| [48] |
The Beijing News. 2019. Chronic disease burden in ageing China: Two-thirds of older adults affected. The Beijing News, 25 March 2019 (in Chinese). |
| [49] |
UNDRR (United Nations Office for Disaster Risk Reduction). Sendai framework for disaster risk reduction 2015–2030. 2015, Geneva, UNDRR |
| [50] |
Wang, X., M. Guan, C. Dong, J. Wang, Y. Fan, F. Xin, and G. Lian. 2022. A multi-indicator evaluation method for spatial distribution of urban emergency shelters. Remote Sensing 14(18): Article 4649. |
| [51] |
|
| [52] |
WHO (World Health Organization). Decade of healthy ageing: Plan of action. 2020, Geneva, WHO |
| [53] |
WHO (World Health Organization). National programmes for age-friendly cities and communities: A guide. 20231Geneva, WHO |
| [54] |
Willberg, E., C. Fink, and T. Toivonen. 2023. The 15-minute city for all? Measuring individual and temporal variations in walking accessibility. Journal of Transport Geography 106: Article 103521. |
| [55] |
Wong, H.T., C.W. Chau, Y. Guo, and S.M.J. Chiou. 2019. Disaster risk and elderly in the Asia-Pacific region. International Journal of Disaster Risk Reduction 41: Article 101278. |
| [56] |
Xia, Z., H. Li, Y. Chen, and W. Yu. 2019. Integrating spatial and non-spatial dimensions to measure urban fire service access. ISPRS International Journal of Geo-Information 8(3): Article 138. |
| [57] |
Yang, H., P. Zhang, P. Zhang, C. Zhang, and X. Yan. 2024. Optimization of a two-stage emergency logistics system considering public psychological risk perception under earthquake disaster. Scientific Reports 14(1): Article 31983. |
| [58] |
Yazdani, M., and M. Haghani. 2023. A dynamic emergency planning system for relocating vulnerable people to safe shelters in response to heat waves. Expert Systems with Applications 228: Article 120224. |
| [59] |
Zeng, Y., J. Zuo, C. Li, and J. Luo. 2024. Assessing the spatial equity of multi-type health service facilities: An improved method integrating scale accessibility and type diversity. Land 13(6): Article 795. |
| [60] |
Zhang, Z., Y. Hu, W. Lu, W. Cao, and X. Gao. 2023. Spatial accessibility analysis and location optimization of emergency shelters in Deyang. Geomatics, Natural Hazards and Risk 14(1): Article 2213809. |
| [61] |
Zhang, F., D. Li, S. Ahrentzen, and J. Zhang. 2019. Assessing spatial disparities of accessibility to community-based service resources for Chinese older adults based on travel behavior: A city-wide study of Nanjing, China. Habitat International 88: Article 101984. |
| [62] |
Zhang, R., F. Sun, Y. Shen, S. Peng, and Y. Che. 2021. Accessibility of urban park benefits with different spatial coverage: Spatial and social inequity. Applied Geography 135: Article 102555. |
| [63] |
|
| [64] |
|
| [65] |
Zhu, X., Z. Tong, X. Liu, X. Li, P. Lin, and T. Wang. 2018. An improved two-step floating catchment area method for evaluating spatial accessibility to urban emergency shelters. Sustainability 10(7): Article 2180. |
The Author(s)
/
| 〈 |
|
〉 |