IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i2p715-d310514.html
   My bibliography  Save this article

Text Mining National Commitments towards Agrobiodiversity Conservation and Use

Author

Listed:
  • Stella D. Juventia

    (The Alliance of Bioversity International and CIAT, Parc Scientifique Agropolis II, 34397 Montpellier, France
    Farming Systems Ecology Group, Wageningen University & Research, 6700 AK Wageningen, The Netherlands)

  • Sarah K. Jones

    (The Alliance of Bioversity International and CIAT, Parc Scientifique Agropolis II, 34397 Montpellier, France)

  • Marie-Angélique Laporte

    (The Alliance of Bioversity International and CIAT, Parc Scientifique Agropolis II, 34397 Montpellier, France)

  • Roseline Remans

    (The Alliance of Bioversity International and CIAT, Via del Tre Denari, 472/a, 00054 Maccarese (Fiumicino), Italy)

  • Chiara Villani

    (The Alliance of Bioversity International and CIAT, Via del Tre Denari, 472/a, 00054 Maccarese (Fiumicino), Italy)

  • Natalia Estrada-Carmona

    (The Alliance of Bioversity International and CIAT, Parc Scientifique Agropolis II, 34397 Montpellier, France)

Abstract

Capturing countries’ commitments for measuring and monitoring progress towards certain goals, including the Sustainable Development Goals (SDGs), remains underexplored. The Agrobiodiversity Index bridges this gap by using text mining techniques to quantify countries’ commitments towards safeguarding and using agrobiodiversity for healthy diets, sustainable agriculture, and effective genetic resource management. The Index extracts potentially relevant sections of official documents, followed by manual sifting and scoring to identify agrobiodiversity-related commitments and assign scores. Our aim is to present the text mining methodology used in the Agrobiodiversity Index and the calculated commitments scores for nine countries while identifying methodological improvements to strengthen it. Our results reveal that levels of commitment towards using and protecting agrobiodiversity vary between countries, with most showing the strongest commitments to enhancing agrobiodiversity for genetic resource management followed by healthy diets. No commitments were found in any country related to some specific themes including varietal diversity, seed diversity, and functional diversity. The revised text mining methodology can be used for benchmarking, learning, and improving policies to enable conservation and sustainable use of agrobiodiversity. This low-cost, rapid, remotely applicable approach to capture and analyse policy commitments can be readily applied for tracking progress towards meeting other sustainability objectives.

Suggested Citation

  • Stella D. Juventia & Sarah K. Jones & Marie-Angélique Laporte & Roseline Remans & Chiara Villani & Natalia Estrada-Carmona, 2020. "Text Mining National Commitments towards Agrobiodiversity Conservation and Use," Sustainability, MDPI, vol. 12(2), pages 1-19, January.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:2:p:715-:d:310514
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/2/715/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/2/715/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lenth, Russell V., 2016. "Least-Squares Means: The R Package lsmeans," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 69(i01).
    2. Tobback, Ellen & Naudts, Hans & Daelemans, Walter & Junqué de Fortuny, Enric & Martens, David, 2018. "Belgian economic policy uncertainty index: Improvement through text mining," International Journal of Forecasting, Elsevier, vol. 34(2), pages 355-365.
    3. Barbier, Edward B. & Burgess, Joanne C., 2019. "Sustainable development goal indicators: Analyzing trade-offs and complementarities," World Development, Elsevier, vol. 122(C), pages 295-305.
    4. Navroz K. Dubash & Markus Hagemann & Niklas H�hne & Prabhat Upadhyaya, 2013. "Developments in national climate change mitigation legislation and strategy," Climate Policy, Taylor & Francis Journals, vol. 13(6), pages 649-664, November.
    5. Bayrak, Tuncay, 2020. "A content analysis of top-ranked universities’ mission statements from five global regions," International Journal of Educational Development, Elsevier, vol. 72(C).
    6. Yonglong Lu & Nebojsa Nakicenovic & Martin Visbeck & Anne-Sophie Stevance, 2015. "Policy: Five priorities for the UN Sustainable Development Goals," Nature, Nature, vol. 520(7548), pages 432-433, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fabi, Carola & Gerits, Hannah & Ospina, Christian A. Mongeau & Cullen, Maximo Torero, 2022. "Food System Summit Country Transformation Pathways: What we learned and what is next?," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322752, Agricultural and Applied Economics Association.
    2. Ozcan Saritas & Pavel Bakhtin & Ilya Kuzminov & Elena Khabirova, 2021. "Big data augmentated business trend identification: the case of mobile commerce," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1553-1579, February.

    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. Nariê Rinke Dias de Souza & Alexandre Souza & Mateus Ferreira Chagas & Thayse Aparecida Dourado Hernandes & Otávio Cavalett, 2022. "Addressing the contributions of electricity from biomass in Brazil in the context of the Sustainable Development Goals using life cycle assessment methods," Journal of Industrial Ecology, Yale University, vol. 26(3), pages 980-995, June.
    2. Shivam Gupta & Jakob Rhyner, 2022. "Mindful Application of Digitalization for Sustainable Development: The Digitainability Assessment Framework," Sustainability, MDPI, vol. 14(5), pages 1-23, March.
    3. Tadashi Hirai, 2022. "A balancing act between economic growth and sustainable development: Historical trajectory through the lens of development indicators," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1900-1910, December.
    4. Pin Li & Jinsuo Zhang, 2019. "Is China’s Energy Supply Sustainable? New Research Model Based on the Exponential Smoothing and GM(1,1) Methods," Energies, MDPI, vol. 12(2), pages 1-30, January.
    5. Zhang, Jiyuan & Tang, Hailong & Chen, Min, 2019. "Linear substitute model-based uncertainty analysis of complicated non-linear energy system performance (case study of an adaptive cycle engine)," Applied Energy, Elsevier, vol. 249(C), pages 87-108.
    6. Dario Priolo & Ciro Tolisano & Monica Brienza & Daniele Del Buono, 2024. "Insight into the Biostimulant Effect of an Aqueous Duckweed Extract on Tomato Plants," Agriculture, MDPI, vol. 14(6), pages 1-14, May.
    7. Bailliu, Jeannine & Han, Xinfen & Kruger, Mark & Liu, Yu-Hsien & Thanabalasingam, Sri, 2019. "Can media and text analytics provide insights into labour market conditions in China?," International Journal of Forecasting, Elsevier, vol. 35(3), pages 1118-1130.
    8. Dang, Hai-Anh H. & Serajuddin, Umar, 2020. "Tracking the sustainable development goals: Emerging measurement challenges and further reflections," World Development, Elsevier, vol. 127(C).
    9. Xiao Xiao & Yue Cheng & Yuling Zhang, 2024. "Sustainable Innovation in the Biopharmaceutical Industry: An Analysis of the Impact of Policy Configuration," Sustainability, MDPI, vol. 16(6), pages 1-23, March.
    10. Shannon L. Sibbald & Nicole Haggerty, 2019. "Integrating Business and Medical Pedagogy to Accomplish the Sustainable Development Goals," Journal of Education for Sustainable Development, , vol. 13(1), pages 92-101, March.
    11. Sean Coogan & Zhixian Sui & David Raubenheimer, 2018. "Gluttony and guilt: monthly trends in internet search query data are comparable with national-level energy intake and dieting behavior," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-9, December.
    12. Zhi-Jiang Liu & Vera Snezhko & Anastasia Kurilova, 2022. "International legal instruments for stimulating green building and construction business: Russian case study," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 22(1), pages 157-175, March.
    13. Paul E. Rose & James E. Brereton & Lewis J. Rowden & Ricardo Lemos Figueiredo & Lisa M. Riley, 2019. "What’s new from the zoo? An analysis of ten years of zoo-themed research output," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-10, December.
    14. Luca Coscieme & Caroline A. Ochieng & Charles Spillane & Ian Donohue, 2023. "Measuring policy coherence on global access to clean energy between European countries," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 28(5), pages 1-16, June.
    15. Iwona Bąk & Anna Spoz & Magdalena Zioło & Marek Dylewski, 2021. "Dynamic Analysis of the Similarity of Objects in Research on the Use of Renewable Energy Resources in European Union Countries," Energies, MDPI, vol. 14(13), pages 1-24, July.
    16. Bhanu Pratap & Nalin Priyaranjan, 2023. "Macroeconomic effects of uncertainty: a Google trends-based analysis for India," Empirical Economics, Springer, vol. 65(4), pages 1599-1625, October.
    17. Mikhaylov, Dmitry, 2023. "Macroeconomic Forecasting with the Use of News Data," Working Papers w20220250, Russian Presidential Academy of National Economy and Public Administration.
    18. Jahar Bhowmik & Raaj Kishore Biswas & Nurjahan Ananna, 2020. "Women’s education and coverage of skilled birth attendance: An assessment of Sustainable Development Goal 3.1 in the South and Southeast Asian Region," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-18, April.
    19. Dhahri, Sabrine & Slimani, Sana & Omri, Anis, 2021. "Behavioral entrepreneurship for achieving the sustainable development goals," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    20. Claire H Luby & Julie C Dawson & Irwin L Goldman, 2016. "Assessment and Accessibility of Phenotypic and Genotypic Diversity of Carrot (Daucus carota L. var. sativus) Cultivars Commercially Available in the United States," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-19, December.

    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:12:y:2020:i:2:p:715-:d:310514. 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.