Skip to main content

Advertisement

Log in

A Technology-Organization-Environment (TOE) Framework Based on Scientometry for Understanding The Risk Factors in Sustainable Water Resources Management

  • Published:
Water Resources Management Aims and scope Submit manuscript

Abstract

The study of how water can be used sustainably through risk management has become increasingly complex due to the many different aspects involved. This study used a three-step approach to investigate the issue: trend analysis, bibliometric analysis, and the development of a conceptual TOE framework. The trend analysis identified water conservation and water crisis as the most frequently mentioned keywords, suggesting the need to address public concern for these issues. The bibliometric analysis found that 37% of the articles were published in the last three years, and environmental science and technology was the most common field of study. The TOE framework was used to link and group the keywords (risk factors) from the articles into three categories: technology, organization, and environment. This framework provides a way to understand the different factors that contribute to water scarcity and to develop strategies for addressing these risk factors. The three risk factors with the highest scores were statistical analysis (technology), climate change (environment), and uncertainty (environment). In the technology category, statistical analysis, sustainable development, and water quality were the most important risk factors. In the organization category, water management, governance, and water markets were the most important risk factors. In the environment category, climate change, uncertainty, and flood were the most important risk factors. This study is expected to provide valuable insights into the research trends that are important for achieving sustainability in water resource management, both in conventional and academic studies, over the past decade.

Graphical Abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Availability of Data and Materials

Data available on request from the authors.

References

  • Global Commission on Adaptation (2019) Adapt now: a global call for leadership on climate resilience. World Resources Institute. https://gca.org/reports/adapt-now-a-global-call-for-leadership-on-climate-resilience/

  • Anvarifar F, Zevenbergen C, Thissen W, Islam T (2016) Understanding flexibility for multifunctional flood defences: a conceptual framework. J Water Clim Chang 7(3):467–484

    Article  Google Scholar 

  • Bagordo F, Migoni D, Grassi T, Serio F, Idolo A, Guido M, Zaccarelli N, Fanizzi FP, De Donno A (2016) Using the DPSIR framework to identify factors influencing the quality of groundwater in Grecìa Salentina (Puglia, Italy). Rendiconti Lincei 27(1):113–125

    Article  Google Scholar 

  • Bai W, Yan L, Liang JB, Zhang L (2022) Mapping knowledge domain on economic growth and water sustainability: a scientometric analysis. Water Resour Manag 36(11):4137–4159. https://doi.org/10.1007/s11269-022-03245-7

    Article  Google Scholar 

  • Bolson J, Sukop MC, Arabi M, Pivo G, Lanier A (2018) A stakeholder-science based approach using the national urban water innovation network as a test bed for understanding urban water sustainability challenges in the U.S. Water Resour Res 54(5):3453–3471. https://doi.org/10.1029/2017WR021191

    Article  Google Scholar 

  • Bunclark L, Hernández IMDLV (2022) Scientific mapping of research on nature-based solutions for sustainable water management. Water Resour Manag 36(12):4499–4516. https://doi.org/10.1007/s11269-022-03242-w

    Article  Google Scholar 

  • Chen J, Deng M, Xia L, Wang H (2017) Risk assessment of drought, based on IDM-VFS in the Nanpan river basin, Yunnan Province, China. Sustainability 9(7):1124

    Article  Google Scholar 

  • Deines JM, Kendall AD, Butler JJ, Basso B, Hyndman DW (2021) Combining remote sensing and crop models to assess the sustainability of stakeholder-driven groundwater management in the US high plains aquifer. Water Resour Res 57(3):e2020WR027756. https://doi.org/10.1029/2020WR027756

    Article  Google Scholar 

  • Espinoza Márquez E, Soto Zarazúa GM, Pérez Bueno J, d. J. (2020) Prospects for the use of electrooxidation and electrocoagulation techniques for membrane filtration of irrigation water. Environ Process 7(2):391–420. https://doi.org/10.1007/s40710-020-00439-2

    Article  Google Scholar 

  • Ferreira JJM, Fernandes CI, Ferreira FAF (2020) Technology transfer, climate change mitigation, and environmental patent impact on sustainability and economic growth: A comparison of European countries. Technol Forecast Soc Change 150:119770. https://doi.org/10.1016/j.techfore.2019.119770

    Article  Google Scholar 

  • Gu J, Sun S, Wang Y, Li X, Yin Y, Sun J, Qi X (2021) Sociohydrology: An effective way to reveal the coupled evolution of human and water systems. Water Resour Manag 35(14):4995–5010. https://doi.org/10.1007/s11269-021-02984-3

    Article  Google Scholar 

  • Han S, Leng G, Yu L (2023) Review of quantitative applications of the concept of the water planetary boundary at different spatial scales. Water Resour Res 59(4):e2022WR033646. https://doi.org/10.1029/2022WR033646

    Article  Google Scholar 

  • Huang Z, Yuan X, Liu X (2021) The key drivers for the changes in global water scarcity: Water withdrawal versus water availability. J Hydrol 601:126658. https://doi.org/10.1016/j.jhydrol.2021.126658

    Article  Google Scholar 

  • Jiang X, Lu K, Xia B, Liu Y, Cui C (2019) Identifying significant risks and analyzing risk relationship for construction PPP projects in China using integrated FISM-MICMAC approach. Sustainability 11(19):5206

    Article  Google Scholar 

  • Kim D-H, Park K-H, Choi G-W, Min K-J (2014) A study on the factors that affect the adoption of smart water grid. J Comput Virol Hacking Tech 10(2):119–128

    Article  Google Scholar 

  • Kim D-H, Suh J, Park K-H (2015) An empirical investigation on the determinants of smart water grid adoption. Indian J Sci Technol 8(24):1

    Article  Google Scholar 

  • Krysiak FC (2009) Risk management as a tool for sustainability. J Bus Ethics 85(3):483–492. https://doi.org/10.1007/s10551-009-0217-7

    Article  Google Scholar 

  • Kuzdas C, Warner BP, Wiek A, Vignola R, Yglesias M, Childers DL (2016) Sustainability assessment of water governance alternatives: the case of Guanacaste Costa Rica. Sustain Sci 11(2):231–247

    Article  Google Scholar 

  • Loucks DP (2000) Sustainable water resources management. Water Int 25(1):3–10

    Article  Google Scholar 

  • Mays, L. W. (2007). Water Resources Sustainability (1st ed.). McGraw-Hill Education

  • Misra V, Irani T, Staal L, Morris K, Asefa T, Martinez C, Graham W (2021) The Florida water and climate alliance (FloridaWCA): Developing a stakeholder-scientist partnership to create actionable science in climate adaptation and water resource management. Bull Am Meteor Soc 102(2):E367–E382

    Article  Google Scholar 

  • Ren J-L, Lyu P-H, Wu X-M, Ma F-C, Wang Z-Z, Yang G (2013) An informetric profile of water resources management literatures. Water Resour Manag 27(13):4679–4696. https://doi.org/10.1007/s11269-013-0435-8

    Article  Google Scholar 

  • Rhomad H, Khalil K, Elkalay K (2023) Water quality modeling in atlantic region: Review, science mapping and future research directions. Water Resour Manag 37(1):451–499. https://doi.org/10.1007/s11269-022-03382-z

    Article  Google Scholar 

  • Safarpour H, Tabesh M, Shahangian SA, Hajibabaei M, Sitzenfrei R (2022) Life cycle sustainability assessment of wastewater systems under applying water demand management policies. Sustainability 14(13):7736. https://www.mdpi.com/2071-1050/14/13/7736. Accessed 18 Aug 2023

  • Schismenos S, Stevens GJ, Emmanouloudis D, Georgeou N, Shrestha S, Chalaris M (2021) Humanitarian engineering at the sustainability-development nexus: mapping vulnerability and capability factors for communities at risk of water-based disasters. Sustain Sci 1–15

  • Ágnes RS, Homolya E, Selmeczi P (2015) Climate impact on Drinking Water Protection Areas [research study]. 63. http://nakfo.mbfsz.gov.hu/sites/default/files/files/Drinking_Water_EN.pdf. Accessed 14 Jan 2023

  • Setty K, O’Flaherty G, Enault J, Lapouge S, Loret J, Bartram J (2018) Assessing operational performance benefits of a Water Safety Plan implemented in Southwestern France. Perspect Public Health 138(5):270–278

    Article  Google Scholar 

  • Shortridge JE, Guikema SD (2016) Scenario discovery with multiple criteria: An evaluation of the robust decision-making framework for climate change adaptation. Risk Anal 36(12):2298–2312

    Article  Google Scholar 

  • Ullah F, Qayyum S, Thaheem MJ, Al-Turjman F, Sepasgozar SM (2021) Risk management in sustainable smart cities governance: A TOE framework. Technol Forecast Soc Chang 167:120743

    Article  Google Scholar 

  • Vanderhorst HR, Suresh S, Renukappa S, Heesom D (2021) Strategic framework of Unmanned Aerial Systems integration in the disaster management public organisations of the Dominican Republic. Int J Disaster Risk Reduct 56:102088. https://doi.org/10.1016/j.ijdrr.2021.102088

    Article  Google Scholar 

  • WHO (2016) World health statistics 2016: monitoring health for the SDGs, sustainable development goals. W. H. Organization. https://apps.who.int/iris/handle/10665/206498. Accessed 01 May 2023

  • Wilson MC, Li X-Y, Ma Y-J, Smith AT, Wu J (2017) A review of the economic, social, and environmental impacts of China’s South-North Water Transfer Project: A sustainability perspective. Sustainability 9(8):1489

    Article  Google Scholar 

  • Xu J, Chen Y, Zhao J, Hang Q, Li X (2019) Water Environment Random Evaluation Model based on the improved TOPSIS method and Bayesian Theory and its Application. Water Resour 46(3):344–352

    Article  Google Scholar 

  • Yu L, Xiao Y, Jiang S, Li Y, Fan Y, Huang G, Lv J, Zuo Q, Wang F (2020) A copula-based fuzzy interval-random programming approach for planning water-energy nexus system under uncertainty. Energy 196:117063

    Article  Google Scholar 

  • Zhu D, Chang Y-J (2020) Urban water security assessment in the context of sustainability and urban water management transitions: An empirical study in Shanghai. J Clean Prod 275:122968

    Article  Google Scholar 

Download references

Funding

This study was conducted under the auspices of the Ministry of Science and Technology (MOST) in Taiwan under Contract Numbers MOST 110–2628-E-110–001-, MOST 111–2628-E-110 -004 -MY2, and MOST 111–2917-I-110 -009 -. Its content is solely the responsibility of the authors and does not necessarily represent the official views of the MOST.

Author information

Authors and Affiliations

Authors

Contributions

Chih-Hsien Lin: research design, data collection, data analysis, and writing of the manuscript. Wei-Hsiang Chen: research design, review and editing, expert guidance, and funding.

Corresponding author

Correspondence to Wei-Hsiang Chen.

Ethics declarations

Ethical Approval

This research did not contain any studies involving animal or human participants, nor did it take place on any private or protected areas. No specific permissions were required for corresponding locations.

Consent to Participate

Not applicable.

Consent to Publish

Not applicable.

Competing Interests

The authors declare no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lin, CH., Chen, WH. A Technology-Organization-Environment (TOE) Framework Based on Scientometry for Understanding The Risk Factors in Sustainable Water Resources Management. Water Resour Manage 37, 5849–5869 (2023). https://doi.org/10.1007/s11269-023-03634-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11269-023-03634-6

Keywords

Navigation