Data-driven scientific research based on public statistics: a bibliometric perspective

Autores/as

DOI:

https://doi.org/10.3145/epi.2023.may.14

Palabras clave:

Official statistics, Data, Indicators, Co-word analysis, Strategic diagram, Science mapping analysis, Bibliometric analysis, SciMAT, Scopus

Resumen

Official statistics provide information on different areas of citizens´ lives and are widely used in scientific research as a source of data due to their open data nature and quality assurance. In this context, a bibliometric analysis is carried out using all Scopus publications from 1960 to 2020 that use official statistics as data sources. Thus, 10,777 publications are analyzed using the SciMAT bibliometric analysis software, providing a complete conceptual analysis of the main research topics in the literature through the quantification of the main bibliometric performance indicators, identifying the most important authors, organizations, countries, sources, and intellectual structures corresponding to the main fields of research and bringing classification by subject area as an innovation to the methodology.

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Abraí­do-Lanza, Ana F.; Dohrenwend, Bruce P.; Ng-Mak, Daisy S.; Turner, J. Blake (1999). "The Latino mortality paradox: a test of the "˜salmon bias´ and healthy migrant hypotheses". American journal of public health, v. 89, n. 10, pp. 1543-1548. https://doi.org/10.2105/AJPH.89.10.1543

Allison, David B.; Fontaine, Kevin R.; Manson, JoAnn E.; Stevens, June; VanItallie, Theodore B. (1999). "Annual deaths attributable to obesity in the United States". Jama v. 282, n. 16, pp. 1530-1538. https://doi.org/10.1001/jama.282.16.1530

Alonso, Sergio; Cabrerizo, Francisco-Javier; Herrera-Viedma, Enrique; Herrera, Francisco (2009). "h-Index: A review focused in its variants, computation and standardization for different scientific fields". Journal of informetrics, v. 3, n. 4, pp. 273-289. https://doi.org/10.1016/j.joi.2009.04.001

Batagelj, Vladimir; Cerinšek, Monika (2013). "On bibliographic networks". Scientometrics, v. 96, n. 3, pp. 845-864. https://doi.org/10.1007/s11192-012-0940-1

Bernstein, Ira M.; Horbar, Jeffrey D.; Badger, Gary J.; Ohlsson, Arne; Golan, Agneta (2000). "Morbidity and mortality among very-low-birth-weight neonates with intrauterine growth restriction". American journal of obstetrics and gynecology, v. 182, n. 1, pp. 198-206. https://doi.org/10.1016/S0002-9378(00)70513-8

Bí¶rner, Katy; Chen, Chaomei; Boyack, Kevin W. (2003). "Visualizing knowledge domains". Annual review of information science and technology, v. 37, n. 1, pp. 179-255. https://doi.org/10.1002/aris.1440370106

Buskirk, Trent D.; Kirchner, Antje (2020). "Why machines matter for survey and social science researchers: Exploring applications of machine learning methods for design, data collection, and analysis". In: Hill, Craig A.; Biemer, Paul P.; Buskirk, Trent D.; Japec, Lilli; Kirchner, Antje; Kolenikov, Stas; Lyberg, Lars E. Big data meets survey science: A collection of innovative methods, pp. 9-62. ISBN: 978 111 897 635 7 https://doi.org/10.1002/9781118976357.ch1

Callon, Michel; Courtial, Jean-Pierre; Laville, Francoise (1991). "Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemistry". Scientometrics, v. 22, pp. 155-205. https://doi.org/10.1007/BF02019280

Callon, Michel; Courtial, Jean-Pierre; Turner, William A.; Bauin, Serge (1983). "From translations to problematic networks: An introduction to co-word analysis". Social science information, v. 22, n. 2, pp. 191-235. https://doi.org/10.1177/053901883022002003

Chen, Jie (2007). "Rapid urbanization in China: A real challenge to soil protection and food security". Catena, v. 69, n. 1. https://doi.org/10.1016/j.catena.2006.04.019

Cobo, Manuel J.; López-Herrera, Antonio G.; Herrera, Francisco; Herrera-Viedma, Enrique (2011a). "A note on the ITS topic evolution in the period 2000-2009 at T-ITS". IEEE transactions on intelligent transportation systems, v. 13, n. 1, pp. 413-420. https://doi.org/10.1109/TITS.2011.2167968

Cobo, Manuel J.; López-Herrera, Antonio G.; Herrera-Viedma, Enrique; Herrera, Francisco (2011b). "Science mapping software tools: Review, analysis, and cooperative study among tools". Journal of the American Society for Information Science and Technology, v. 62, n. 7, pp. 1382-1402. https://doi.org/10.1002/asi.21525

Cobo, Manuel J.; López-Herrera, Antonio G.; Herrera-Viedma, Enrique; Herrera, Francisco (2011c). "An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field". Journal of informetrics, v. 5, n. 1, pp. 146-166. https://doi.org/10.1016/j.joi.2010.10.002

Cobo, Manuel J.; López-Herrera, Antonio G.; Herrera-Viedma, Enrique; Herrera, Francisco (2012). "SciMAT: A new science mapping analysis software tool". Journal of the American Society for Information Science and Technology, v. 63, n. 8, pp. 1609-1630. https://doi.org/10.1002/asi.22688

Coulter, Neal; Monarch, Ira; Konda, Suresh (1998). "Software engineering as seen through its research literature: A study in co-word analysis". Journal of the American Society for Information Science, v. 49, n. 13, pp. 1206-1223. https://doi.org/10.1002/(SICI)1097-4571(1998)49:13<1206::AID-ASI7>3.0.CO;2-F

España (2020). "Real decreto 1110/2020, de 15 de diciembre, por el que se aprueba el Plan Estadí­stico Nacional 2021-2024". BOE, n. 340, 30 diciembre . https://www.boe.es/diario_boe/txt.php?id=BOE-A-2020-17283

EU (2019). "Directiva (UE) 2019/1024 del Parlamento Europeo y del Consejo relativa a los datos abiertos y la reutilización de la información del sector público (versión refundida)". Diario oficial de la UE, 26 junio. https://eur-lex.europa.eu/legal-content/ES/TXT/PDF/?uri=CELEX:32019L1024&from=ES

EU (2022). "Reglamento (UE) 2022/868 del Parlamento Europeo y del Consejo de 30 de mayo de 2022 relativo a la gobernanza europea de datos y por el que se modifica el Reglamento (UE) 2018/1724 (Reglamento de Gobernanza de Datos)". Diario oficial de la Unión Europea, n. 152, 3 junio. https://www.boe.es/buscar/doc.php?id=DOUE-L-2022-80835

Galán, José-Javier; Carrasco, Ramón-Alberto; LaTorre, Antonio (2022). "Military applications of machine learning: A bibliometric perspective". Mathematics, v. 10, n. 9, 1397. https://doi.org/10.3390/math10091397

Garcí­a-Villar, Jaume (2012). "La estadí­stica oficial como bien público: retos del presente". Revista asturiana de economí­a, n. 46, pp. 61-85. https://dialnet.unirioja.es/servlet/articulo?codigo=4204191

Georgiou, Andreas V. (2017). "Towards a global system of monitoring the implementation of UN fundamental principles in national official statistics". Statistical journal of the IAOS, v. 33. n. 2, pp. 387-397. https://doi.org/10.3233/SJI-160335

Gillborn, David (2008). Racism and education: Coincidence or conspiracy?. Routledge. ISBN: 978 0 203928424 https://doi.org/10.4324/9780203928424

Giovannini, Enrico; Martins, J. Oliveira; Gamba, Michela (2009). "Statistics, knowledge and governance". Statistika, v. 6, pp. 471-490.

Giri, Chandra; Ochieng, Edward; Tieszen, Larry L.; Zhu, Zq; Singh, Ashbindu; Loveland, Tomas; Masek, Jeff; Duke, Norman (2011). "Status and distribution of mangrove forests of the world using earth observation satellite data". Global ecology and biogeography, v. 20, n. 1, pp. 154-159. https://doi.org/10.1111/j.1466-8238.2010.00584.x

Grantham-McGregor, Sally; Cheung, Yin-Bun; Cueto, Santiago, Glewwe, Paul; Richter, Linda; Strupp, Barbara (2007). "Developmental potential in the first 5 years for children in developing countries". The lancet, v. 369, n. 9555, pp. 60-70. https://doi.org/10.1016/S0140-6736(07)60032-4

Groves, Robert M. (2011). "Three eras of survey research". Public opinion quarterly, v. 75, n. 5, pp. 861-871. https://doi.org/10.1093/poq/nfr057

Gustavsson, Anders; Svensson, Mikael; Jacobi, Frank; Allgulander, Christer; Alonso, Jordi; Beghi, Ettore; Dodel, Richard; Ekman, Mattias; Faravelli, Carlo; Fratiglioni, Laura; Gannon, Brenda; Jones, David H.; Jennum, Poul; Jordanova, Albena; Jí¶nsson, Linus; Karampampa, Korinna; Knapp, Martin; Kolbelt, Gisela; Kurth, Tobias; Lieb, Roselind; Linde, Mattias; Ljungcrantz, Christina; Maercker, Andreas; Melin, Beatrice; Moscarilli, Massimo; Musayev, Amir; Norwood, Fiona; Preisig, Martin; Pugliatti, Maura; Rehm, Juergen; Salvador-Carulla, Luis; Schlehofer, Brigitte; Simon, Roland; Steinhausen, Hans-Christoph; Stovner, Lars J.; Vallat, Jean-Michel; Van-den-Bergh, Peter; Van-Os, Jim; Vos, Pieter; Xu, Weili; Wittchen, Hans-Ulrich; Jí¶nsson, Bengt; Olesen, Jes (2011). "Cost of disorders of the brain in Europe 2010". European neuropsychopharmacology, v. 21, n. 10, pp. 718-779.

Harford, Tim (2014). "Big data: A big mistake?". Significance, v. 14, n. 5, pp. 14-19. https://rss.onlinelibrary.wiley.com/doi/full/10.1111/j.1740-9713.2014.00778.x

He, Qin (1999). "Knowledge discovery through co-word analysis". Library trends, v. 48, n. 1, p. 133-159. https://www.ideals.illinois.edu/items/8226

Henderson, J. Vernon; Storeygard, Adam; Weil, David N. (2012). "Measuring economic growth from outer space". American economic review, v. 102, n. 2, pp. 994-1028. https://doi.org/10.1257/aer.102.2.994

Hippisley-Cox, Julia; Coupland, Carol; Vinogradova, Yana; Robson, John; Minhas, Rubin; Sheikh, Aziz; Brindle, Peter (2008). "Predicting cardiovascular risk in England and Wales: prospective derivation and validation of QRISK2". British medical journal, v. 336, pp. 1475-1482. https://doi.org/10.1136/bmj.39609.449676.25

Hirsch, Jorge E. (2005). "An index to quantify an individual´s scientific research output". Proceedings of the National Academy of Sciences, v. 102, n. 46, pp. 16569-16572. https://doi.org/10.1073/pnas.0507655102

Jacob, Ulrike; Brust, Oliver A. (2019). "Confronting the anomaly: directions in (German) economic research after the crisis". Science in context, v. 32, n. 4, pp. 449-471. https://doi.org/10.1017/S026988972000006X

Liu, Zhu; Guan, Dabo; Wei, Wei; Davis, Steven J; Ciais, Philippe; Bai, Jin; Peng, Shushi; Zhang, Qiang; Hubacek, Klaus; Marland, Gregg; Andres, Robert J.; Crawford-Brown, Douglas; Lin, Jintai; Zhao, Hongyan; Hong, Chaopeng; Boden, Thomas A.; Feng, Kuishuang; Peters, Glen P.; Xi, Fengming; Liu, Junguo; Li, Yuan; Zhao, Yu; Zeng, Ning; He, Kebin (2015). "Reduced carbon emission estimates from fossil fuel combustion and cement production in China". Nature, v. 524, n. 7565, pp. 335-338. https://doi.org/10.1038/nature14677

Llewelyn, Charlotte A.; Hewitt, Patricia E.; Knight, Richard S. G.; Amar, K.; Cousens, S.; Mackenzie, J.; Will, Robert G. (2004). "Possible transmission of variant Creutzfeldt-Jakob disease by blood transfusion". The lancet, v. 363. n. 9407, pp. 417-421. https://doi.org/10.1016/S0140-6736(04)15486-X

Lnenicka, Martin; Luterek, Mariusz; Nikiforova, Anastasija (2022). "Benchmarking open data efforts through indices and rankings: Assessing development and contexts of use". Telematics and informatics, v. 66, 101745. https://doi.org/10.1016/j.tele.2021.101745

Martí­nez, Miguel-Ángel; Herrera, Manuel; López-Gijón, Javier; Herrera-Viedma, Enrique (2004). "H-Classics: Characterizing the concept of citation classics through". Scientometrics, v. 98, pp. 1971-1983. https://doi.org/10.1007/s11192-013-1155-9

Moreno, Caio; Carrasco, Ramón-Alberto; Herrera-Viedma, Enrique (2019). "Data and artificial intelligence strategy: A conceptual enterprise big data arquitecture to enable market-oriented organizations". IJIMAI, v. 5, n. 6, pp. 7-14. https://doi.org/10.9781/ijimai.2019.06.003

Mukherjee, Debmalya; Lim, Weng-Marc; Kumar, Satish; Donthu, Naveen (2022). "Guidelines for advancing theory and practice through bibliometric research". Journal of business research, v. 148, pp. 101-115. https://doi.org/10.1016/j.jbusres.2022.04.042

Multicentre Aneurysm Screening Study Group (2002). "The Multicentre Aneurysm Screening Study (MASS) into the effect of abdominal aortic aneurysm screening on mortality in men: a randomised controlled trial". The lancet, v. 360, n. 9345, pp. 1531-1539. https://doi.org/10.1016/S0140-6736(02)11522-4

Olesen, Jes; Gustavsson, Anders; Svensson, Mikael; Wittchen, H.-U.; Jí¶nsson, Bengt (2012). "The economic cost of brain disorders in Europe". European journal of neurology, v. 19, n. 1, pp. 155-162. https://doi.org/10.1111/j.1468-1331.2011.03590.x

Peto, Richard; Darby, Sarah; Deo, Harz; Silcocks, Paul; Whitley, Elise; Doll, Richard (2000). "Smoking, smoking cessation, and lung cancer in the UK since 1950: combination of national statistics with two case-control studies". British medical journal, v. 321, n. 7257, pp. 323-329. https://doi.org/10.1136/bmj.321.7257.323

Purkayastha, Amrita; Palmaro, Eleonora; Falk-Krzesinski, Holly J.; Baas, Jeroen (2019). "Comparison of two article-level, field-independent citation metrics: Field-Weighted Citation Impact (FWCI) and Relative Citation Ratio (RCR)". Journal of informetrics, v. 13, n. 2, pp. 635-642. https://doi.org/10.1016/j.joi.2019.03.012

Radermacher, Walter J. (2014). "The European statistics code of practice as a pillar to strengthen public trust and enhance quality in official statistics". Statistical and Social Inquiry Society of Ireland, v. 43, pp. 27-33. http://www.tara.tcd.ie/handle/2262/72773

Rodrí­guez-Ledesma, Antonio; Cobo, Manuel J.; López-Pujalte, Cristina; Herrera-Viedma, Enrique (2015). "An overview of animal science research 1945-2011 through science mapping analysis". Journal of animal breeding and genetics, v. 132, n. 6, pp. 475-497. https://doi.org/10.1111/jbg.12124

Rodrí­guez-López, Marí­a-Eugenia; Alcántara-Pilar, Juan-Miguel; Del-Barrio-Garcí­a, Salvador; Muñoz-Leiva, Francisco (2020). "A review of restaurant research in the last two decades: A bibliometric analysis". International journal of hospitality management, v. 87, 102387. https://doi.org/10.1016/j.ijhm.2019.102387

Savage, Mike; Devine, Fiona; Cunningham, Niall; Taylor, Mark; Li, Yaojun; Hjellbrekke, Johs; Le-Roux, Brigitte; Friedman, Sam; Miles, Andrew (2013). "A new model of social class? Findings from the BBC´s great British class survey experiment". Sociology, v. 47, n. 2, pp. 219-250. https://doi.org/10.1177/0038038513481128

Small, Henry (1999). "Visualizing science by citation mapping". Journal of the American Society for Information Science, v. 50, n. 9, p. 799-813. https://doi.org/10.1002/(SICI)1097-4571(1999)50:9<799::AID-ASI9>3.0.CO;2-G

Sternitzke, Christian; Bergmann, Isumo (2009). "Similarity measures for document mapping: a comparative study on the level of an individual scientist". Scientometrics, v. 78, p. 113-130. https://doi.org/10.1007/s11192-007-1961-z

Unal, Belgin; Critchley, Julia-Alison; Capewell, Simon (2004). "Explaining the decline in coronary heart disease mortality in England and Wales between 1981 and 2000". Circulation, v. 109, n. 9, pp. 1101-1107. https://doi.org/10.1161/01.CIR.0000118498.35499.B2

United Nations (2014). "Statistical Commission Decision 45/110 on big data and modernization of statistical systems". Statistics Division, Decision code: 45/110, chapter: I, section: B. https://unstats.un.org/unsd/statcom/decisions-ref/?code=45/110

Unece (2017). Guidance on land-use planning, the siting of hazardous activities and related safety aspects. Geneva, Switzerland: United Nations Economic Commission for Europe. https://unece.org/DAM/env/eia/Publications/2017/1735403E_Final_ENG_web.pdf

Unece (2019). Use of satellite image and Earth observation data in official statistics. Geneva, Switzerland: United Nations Economic Commission for Europe. https://unece.org/DAM/stats/documents/ece/ces/2019/ECE_CES_2019_16-1906490E.pdf

Unece (2020). Guidelines on the shared environmental information system reporting mechanism. Geneva, Switzerland: United Nations Economic Commission for Europe. https://unece.org/sites/default/files/2020-12/2014795E_WEB.pdf

Unece (2021). Measuring and monitoring progress towards the Sustainable Development Goals. Geneva, Switzerland: United Nations Economic Commission for Europe. https://unece.org/sites/default/files/2021-04/2012761_E_web.pdf

United Nations (2021). The handbook on management and organization of National Statistical Systems. https://unstats.un.org/capacity-development/handbook/html/topic.htm#t=Handbook%2FCover%2FCover.htm

Van-Dijk, Jan; Hacker, Kenneth (2003). "The digital divide as a complex and dynamic phenomenon". The information society, v. 19, n. 4, pp. 315-326. https://doi.org/10.1080/01972240309487

Vikat, Andres; Jones, Christopher (2014). Indicators of gender equality. Unece: Geneva, Switzerland. https://unece.org/sites/default/files/2022-02/ECE_CES_37_WEB.pdf

Publicado

2023-05-30

Cómo citar

Velasco-López, J.-E. ., Carrasco, R.-A., Cobo, M. J., & Fernández-Avilés, G. . (2023). Data-driven scientific research based on public statistics: a bibliometric perspective. Profesional De La información Information Professional, 32(3). https://doi.org/10.3145/epi.2023.may.14

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Sección

Artí­culos de investigación / Research articles