IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i1p60-d125067.html
   My bibliography  Save this article

PLS and OPLS Discriminatory Analyses on Political Sustainability in Taiwan

Author

Listed:
  • Shianghau Wu

    (School of Business, Macau University of Science and Technology, Macau 999078, China)

  • Jiannjong Guo

    (Graduate Institute of China Studies, Tamkang University, New Taipei City 25137, Taiwan)

Abstract

Political sustainability relates to successful governance. The general public’s satisfaction is vital to political sustainability. In this paper, we propose to use the general public’s satisfaction as the proxy and utilize the partial least squares discriminatory (PLS-DA) model and orthogonal partial least squares discriminatory (OPLS-DA) model to explore the factors that affect political sustainability in Taiwan. The results of the PLS-DA and OPLS-DA models vindicate that the satisfaction with the integrity performance of the central government, the satisfaction with the central government’s modus operandi on food safety, and the satisfaction with the central government’s policies on the twelve years primary education reform influence the Taiwanese civilians’ satisfaction with the central government, which is closely related to political sustainability. This offers us the insights on political sustainability in Taiwan.

Suggested Citation

  • Shianghau Wu & Jiannjong Guo, 2018. "PLS and OPLS Discriminatory Analyses on Political Sustainability in Taiwan," Sustainability, MDPI, vol. 10(1), pages 1-13, January.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:1:p:60-:d:125067
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/1/60/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/10/1/60/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mevik, Björn-Helge & Wehrens, Ron, 2007. "The pls Package: Principal Component and Partial Least Squares Regression in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 18(i02).
    2. Laurids S. Lauridsen, 2014. "Governance and Economic Transformation in Taiwan: The Role of Politics," Development Policy Review, Overseas Development Institute, vol. 32(4), pages 427-448, July.
    3. Susana Borrás, 2004. "System of innovation theory and the European Union," Science and Public Policy, Oxford University Press, vol. 31(6), pages 425-433, December.
    4. Joshi, Devin K. & Hughes, Barry B. & Sisk, Timothy D., 2015. "Improving Governance for the Post-2015 Sustainable Development Goals: Scenario Forecasting the Next 50years," World Development, Elsevier, vol. 70(C), pages 286-302.
    5. Andrés Navarro-Galera & Mercedes Ruiz-Lozano & Pilar Tirado-Valencia & Araceli de los Ríos-Berjillos, 2017. "Promoting Sustainability Transparency in European Local Governments: An Empirical Analysis Based on Administrative Cultures," Sustainability, MDPI, vol. 9(3), pages 1-20, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fan, Jianqing & Jiang, Bai & Sun, Qiang, 2022. "Bayesian factor-adjusted sparse regression," Journal of Econometrics, Elsevier, vol. 230(1), pages 3-19.
    2. Dang, Hai-Anh H. & Serajuddin, Umar, 2020. "Tracking the sustainable development goals: Emerging measurement challenges and further reflections," World Development, Elsevier, vol. 127(C).
    3. repec:jss:jstsof:23:i12 is not listed on IDEAS
    4. Fan Wu & Ling-Hin Li & Sue Yurim Han, 2018. "Social Sustainability and Redevelopment of Urban Villages in China: A Case Study of Guangzhou," Sustainability, MDPI, vol. 10(7), pages 1-18, June.
    5. Nikos Chatzistamoulou & Phoebe Koundouri, 2020. "The Economics of Sustainable Development," DEOS Working Papers 2005, Athens University of Economics and Business.
    6. Robert Huggins & Hiro Izushi, 2013. "Knowledge-based Development in Leading Regions across the Globe: An Exploratory Analysis of the co-Evolution of Resources, Capabilities and Outputs," Urban Studies, Urban Studies Journal Limited, vol. 50(5), pages 1030-1048, April.
    7. Oier Imaz & Andoni Eizagirre, 2020. "Responsible Innovation for Sustainable Development Goals in Business: An Agenda for Cooperative Firms," Sustainability, MDPI, vol. 12(17), pages 1-20, August.
    8. Elton Mammadov & Michael Denk & Frank Riedel & Cezary Kaźmierowski & Karolina Lewinska & Remigiusz Łukowiak & Witold Grzebisz & Amrakh I. Mamedov & Cornelia Glaesser, 2022. "Determination of Mehlich 3 Extractable Elements with Visible and Near Infrared Spectroscopy in a Mountainous Agricultural Land, the Caucasus Mountains," Land, MDPI, vol. 11(3), pages 1-24, March.
    9. Giacomo Crucil & Fabio Castaldi & Emilien Aldana-Jague & Bas van Wesemael & Andy Macdonald & Kristof Van Oost, 2019. "Assessing the Performance of UAS-Compatible Multispectral and Hyperspectral Sensors for Soil Organic Carbon Prediction," Sustainability, MDPI, vol. 11(7), pages 1-18, March.
    10. Jorge Hochstetter & Felipe Vásquez & Mauricio Diéguez & Ana Bustamante & Jeferson Arango-López, 2023. "Transparency and E-Government in Electronic Public Procurement as Sustainable Development," Sustainability, MDPI, vol. 15(5), pages 1-24, March.
    11. Sofien Tiba & Fateh Belaid, 2021. "Modeling The Nexus Between Sustainable Development And Renewable Energy: The African Perspectives," Journal of Economic Surveys, Wiley Blackwell, vol. 35(1), pages 307-329, February.
    12. Moyer, Jonathan D. & Hedden, Steve, 2020. "Are we on the right path to achieve the sustainable development goals?," World Development, Elsevier, vol. 127(C).
    13. Alessandro Barbarino & Efstathia Bura, 2015. "Forecasting with Sufficient Dimension Reductions," Finance and Economics Discussion Series 2015-74, Board of Governors of the Federal Reserve System (U.S.).
    14. Fu-Hsuan Chen & Hao-Ren Liu, 2021. "Evaluation of Sustainable Development in Six Transformation Fields of the Central Taiwan Science Park," Sustainability, MDPI, vol. 13(8), pages 1-14, April.
    15. Vallejo, B. & Wehn, U., 2016. "Capacity development evaluation : The challenge of the results agenda and measuring return on investment in the global south," Other publications TiSEM d22bbdd5-5e29-404a-9ca8-8, Tilburg University, School of Economics and Management.
    16. Chiara Mio & Luciana Oranges Cezarino, 2023. "Competencies for Sustainable Development Goals Accounting: Educating public management for disclosure and reporting," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2023(2 Suppl.), pages 133-160.
    17. Roald A.A. Suurs & Marko P. Hekkert, 2008. "Cumulative causation in the formation of a technological innovation system: The case of biofuels in the Netherlands," Innovation Studies Utrecht (ISU) working paper series 08-04, Utrecht University, Department of Innovation Studies, revised Feb 2008.
    18. Pravin Kumar & Faisal Ahmed & Rajesh Kumar Singh & Prerna Sinha, 2018. "Determination of hierarchical relationships among sustainable development goals using interpretive structural modeling," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(5), pages 2119-2137, October.
    19. Samuel Trachsel & Thanda Dhliwayo & Lorena Gonzalez Perez & Jose Alberto Mendoza Lugo & Mathias Trachsel, 2019. "Estimation of physiological genomic estimated breeding values (PGEBV) combining full hyperspectral and marker data across environments for grain yield under combined heat and drought stress in tropica," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-15, March.
    20. Tomasz Rymarczyk & Krzysztof Król & Edward Kozłowski & Tomasz Wołowiec & Marta Cholewa-Wiktor & Piotr Bednarczuk, 2021. "Application of Electrical Tomography Imaging Using Machine Learning Methods for the Monitoring of Flood Embankments Leaks," Energies, MDPI, vol. 14(23), pages 1-35, December.
    21. Chaminade, Cristina & Edquist, Charles, 2005. "From theory to practice: the use of systems of innovation approach in innovation policy," Papers in Innovation Studies 2005/2, Lund University, CIRCLE - Centre for Innovation Research.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:10:y:2018:i:1:p:60-:d:125067. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.