The search for information and its association with scientific production: Obesity, diet and occupational health

Authors

  • Liliana Melián Fleitas Universidad de Granada, Departamento de Nutrición y Bromatología, Granada https://orcid.org/0000-0003-4711-6222
  • Álvaro Moisés Franco Pérez Gerencia de Servicios Sanitarios del Área de Salud de Lanzarote, Centro de Salud Playa Blanca, Playa Blanca
  • Javier Sanz Valero Instituto de Salud Carlos III, Escuela Nacional de Medicina del Trabajo, Madrid https://orcid.org/0000-0002-8735-0075
  • Carmina Wanden-Berghe Instituto de Investigaciones Sanitarias y Biomédicas de Alicante (ISABIAL), Hospital General Universitario, Alicante

DOI:

https://doi.org/10.30827/ars.v65i4.31064

Keywords:

Access to Information, Information Management, Obesity, Diet, Occupational Health

Abstract

Introduction: Analyze the association between the search for information on obesity, diet, and occupational health and safety through Google, and scientific production on these topics to determine whether the population’s interest is related to the research activity.

Method: Data were obtained from direct, online consultation of Google Trends (GT) with the terms obesity, diet and occupational health and safety and from MEDLINE (via PubMed), using the Medical Subject Headings “Obesity”, “Diet, Food, and Nutrition” and “Occupational Health”. The variables studied were: relative search volume (RSV), average monthly RSV (RSVa), references (REF), relative reference volume (RRV) and Variability.

Results: The trends obtained (RSVa) in GT were decreasing in the three cases: obesity (R2=0.33; p=0.009), diet (R2=0.68; p<0.001); occupational health (R2=0.41; p=0,002). For the RRVs obtained from MEDLINE, were increasing for obesity and diet (R2=0.85; p<0.001 and R2=0.85; p<0.001); for occupational health the trend was non-significant (R2=0.03; p=0.509). The variability obtained for the RRV versus the RSVa (value equal to 100) gave: obesity -18.71, diet -1.18 and occupational health 63.65.

Conclusions: There was a growing interest of the scientific community, measured by its production, in obesity, diet and occupational health, while the population’s interest in these topics was decreasing throughout the period studied, so the relationship between scientific production and searches was inverse. On the other hand, it was possible to observe a notorious lack of interest, from the population and researchers, in the importance of the workplace as a vector for the prevention and treatment of obesity.

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References

World Health Organization (WHO). Obesity and overweight [Internet]. Geneva (Switzerland): WHO; 2024 [citado 1 de abril de 2024]. Recuperado: https://bit.ly/49KniAP

Wright SM, Aronne LJ. Causes of obesity. Abdom Imaging. 2012;37(5):730-2. DOI: 10.1007/s00261-012-9862-x

Organisation for Economic Co-operation and Development (OECD). The Heavy Burden of Obesity: The Economics of Prevention [Internet]. Paris, France: OECD; 2019 [citado 19 de marzo de 2024]. Recuperado: https://bit.ly/49KBXvV

Engin A. The Definition and Prevalence of Obesity and Metabolic Syndrome. Adv Exp Med Biol. 2017;960:1-17. DOI: 10.1007/978-3-319-48382-5_1

Goettler A, Grosse A, Sonntag D. Productivity loss due to overweight and obesity: a systematic review of indirect costs. BMJ Open. 2017;7(10):e014632. DOI: 10.1136/bmjopen-2016-014632

Meldrum DR, Morris MA, Gambone JC. Obesity pandemic: causes, consequences, and solutions-but do we have the will? Fertil Steril. 2017;107(4):833-9. DOI: 10.1016/j.fertnstert.2017.02.104

Melián-Fleitas L, Franco-Pérez Á, Sanz-Valero J, Wanden-Berghe C. Population Interest in Information on Obesity, Nutrition, and Occupational Health and Its Relationship with the Prevalence of Obesity: An Infodemiological Study. Nutrients. 2023;15(17):3773. DOI: 10.3390/nu15173773

Mavragani A, Ochoa G, Tsagarakis KP. Assessing the methods, tools and statistical approaches in Google Trends research: Systematic review. J Med Internet Res. 2018;20(11):e270. DOI: 10.2196/jmir.9366

Sanz-Lorente M. Infodemiología & salud laboral. Med Segur Trab. 2022;68(266):6-10. DOI: 10.4321/s0465-546x2022000100001

Zhang Y, Cao B, Wang Y, Peng T-Q, Wang X. When Public Health Research Meets Social Media: Knowledge Mapping From 2000 to 2018. J Med Internet Res. 2020;22(8):e17582. DOI: 10.2196/17582

Orellano PW, Reynoso JI, Antman J, Argibay O. Uso de la herramienta Google Trends para estimar la incidencia de enfermedades tipo influenza en Argentina. Cad Saude Publica. 2015;31(4):691-700. DOI: 10.1590/0102-311x00072814

Sanz-Lorente M, Sanz-Valero J, Castejón-Bolea R, Wanden-Berghe C. Asociación entre los datos de enfermedad y la búsqueda de información en España: el caso de la sífilis y la gonorrea. Rev Esp Comun Salud. 2020;11(1):34-43. DOI: 10.20318/recs.2020.4987

Fundación Conocimiento y Desarrollo (Fundación CYD). Informe CYD; 2017 [Internet]. Barcelona, España: Fundación CYD [citado 20 de abril de 2024]. Recuperado: https://bit.ly/2CCZQI8

Cáceres Castellanos G. La importancia de publicar los resultados de investigación. Rev Fac Ing. 2014;23(30):7-8.

Fecher B, Hebing M. How do researchers approach societal impact? PloS One. 2021;16(7):e0254006. DOI: 10.1371/journal.pone.0254006

Marín-González E, Malmusi D, Camprubí L, Borrell C. The Role of Dissemination as a Fundamental Part of a Research Project. Int J Health Serv Plan Adm Eval. 2017;47(2):258-76. DOI: 10.1177/0020731416676227

Eysenbach G. Infodemiology and infoveillance: Framework for an emerging set of public health informatics methods to analyze search, communication and publication behavior on the Internet. J Med Internet Res. 2009;11(1):e11. DOI: 10.2196/jmir.1157

Eysenbach G. Infodemiology and infoveillance tracking online health information and cyberbehavior for public health. Am J Prev Med. 2011;40(5 Suppl 2):S154-158. DOI: 10.1016/j.amepre.2011.02.006

Ley 14/2007, de 3 de julio, de Investigación biomédica, BOE núm. 159 [Internet]. [citado 20 de mayo de 2024]. Recuperado: https://www.boe.es/eli/es/l/2007/07/03/14

NCD Risk Factor Collaboration (NCD-RisC). Worldwide trends in underweight and obesity from 1990 to 2022: a pooled analysis of 3663 population-representative studies with 222 million children, adolescents, and adults. Lancet Lond Engl. 2024;403(10431):1027-50. DOI: 10.1016/S0140-6736(23)02750-2

World Health Organization (WHO). Prevalence of obesity among adults, BMI >= 30 (crude estimate) (%) [Internet]. Geneva (Switzerland): WHO; 2024 [citado 5 de abril de 2024]. Recuperado: https://bit.ly/45dloIm

Pawar AS, Nagpal S, Pawar N, Lerman LO, Eirin A. General Public’s Information-Seeking Patterns of Topics Related to Obesity: Google Trends Analysis. JMIR Public Health Surveill. 2020;6(3):e20923. DOI: 10.2196/20923

Basteris A, Mansourvar M, Kock Wiil U. Google Trends and Seasonal Effects in Infodemiology: A Use Case About Obesity. Stud Health Technol Inform. 2020;272:245-8. DOI: 10.3233/SHTI200540

Tantengco OAG. Decreased global online interest in obesity from 2004 to 2021: An infodemiology study. Obes Med. 2022;30:100389. DOI: 10.1016/j.obmed.2022.100389

Muttarak R. Normalization of Plus Size and the Danger of Unseen Overweight and Obesity in England. Obes Silver Spring Md. 2018;26(7):1125-9. DOI: 10.1002/oby.22204

Afful AA, Ricciardelli R. Shaping the online fat acceptance movement: talking about body image and beauty standards. J Gend Stud. 2015;24(4):453-72. DOI: 10.1080/09589236.2015.1028523

Griffin M, Bailey KA, Lopez KJ. #BodyPositive? A critical exploration of the body positive movement within physical cultures taking an intersectionality approach. Front Sports Act Living. 2022;4:e908580. DOI: 10.3389/fspor.2022.908580

Aleman R, Milla-Matute C, Mora MF, Gomez CO, Blanco DG, Lo Menzo E, et al. Google Trends as a resource for bariatric education: what do patients want to know? Surg Obes Relat Dis. 2020;16(12):1948-53. DOI: 10.1016/j.soard.2020.08.007

Price DJDS. Little Science, Big Science. New York, USA: Columbia University Press; 1963. DOI: 10.7312/pric91844

Price DJDS. Science since Babylon. third edition. New Haven USA: Yale University Press; 1978.

Novo Nordisk. Frequently asked questions about Ozempic® (semaglutide) injection [Internet]. Bagsvaerd, Denmark: Novo Nordisk; 2023 [citado 28 de mayo de 2024]. Recuperado: https://bit.ly/4bK2LhL

Tijerina JD, Morrison SD, Nolan IT, Parham MJ, Richardson MT, Nazerali R. Celebrity Influence Affecting Public Interest in Plastic Surgery Procedures: Google Trends Analysis. Aesthetic Plast Surg. 2019;43(6):1669-80. DOI: 10.1007/s00266-019-01466-7

Han SH, Safeek R, Ockerman K, Trieu N, Mars P, Klenke A, et al. Public Interest in the Off-Label Use of Glucagon-like Peptide 1 Agonists (Ozempic) for Cosmetic Weight Loss: A Google Trends Analysis. Aesthet Surg J. 2023;44(1):60-7. DOI: 10.1093/asj/sjad211

Morrow B. Lizzo reacts to «South Park» joke about her in Ozempic episode: «My worst fear». USA Today [Internet]. 2024 [citado 28 de mayo de 2024]. Recuperado: https://bit.ly/3KBrubP

Rando P. ‘Naked Attraction’: el emperador está desnudo. El País [Internet]. 2024 [citado 29 de mayo de 2024]. Recuperado: https://bit.ly/3X9iDFN

Beaumont-Thomas B. Lizzo reacts to South Park storyline on Ozempic: ‘I showed the world how to love yourself’. The Guardian [Internet]. 2024 [citado 29 de mayo de 2024]. Recuperado: https://bit.ly/4cawxvT

Ozsoy Z, Demir E. The Evolution of Bariatric Surgery Publications and Global Productivity: A Bibliometric Analysis. Obes Surg. 2018;28(4):1117-29. DOI: 10.1007/s11695-017-2982-1

Dabi Y, Darrigues L, Katsahian S, Azoulay D, De Antonio M, Lazzati A. Publication Trends in Bariatric Surgery: a Bibliometric Study. Obes Surg. 2016;26(11):2691-9. DOI: 10.1007/s11695-016-2160-x

Palomo-Llinares R, Sánchez-Tormo J, Wanden-Berghe C, Sanz-Valero J. Trends and Seasonality of Information Searches Carried Out through Google on Nutrition and Healthy Diet in Relation to Occupational Health: Infodemiological Study. Nutrients. 2021;13(12):4300. DOI: 10.3390/nu13124300

Modrego-Pardo I, Solá-Izquierdo E, Morillas-Ariño C. Spanish population trends in Internet searches for information on different diets. Endocrinol Diabetes Nutr. 2020;67(7):431-7. DOI: 10.1016/j.endinu.2019.11.003

Kamiński M, Skonieczna-Żydecka K, Nowak JK, Stachowska E. Global and local diet popularity rankings, their secular trends, and seasonal variation in Google Trends data. Nutr Burbank Los Angel Cty Calif. 2020;79-80:110759. DOI: 10.1016/j.nut.2020.110759

Angeles-Agdeppa I, Custodio MRS. Food Sources and Nutrient Intakes of Filipino Working Adults. Nutrients. 2020;12(4):1009. DOI: 10.3390/nu12041009

Melián-Fleitas L, Franco-Pérez ÁM, Sanz Valero J. Bibliometric and thematic analysis of scientific production on occupational health related to nutrition, food and diet, indexed in MEDLINE. Med Segur Trab. 2019;65(254):10-23. DOI: 10.4321/S0465-546X2019000100010

Gea Cabrera A, Sanz-Lorente M, Sanz-Valero J, López-Pintor E. Compliance and Adherence to Enteral Nutrition Treatment in Adults: A Systematic Review. Nutrients. 2019;11(11):2627. DOI: 10.3390/nu11112627

Melián-Fleitas L, Franco-Pérez Á, Caballero P, Sanz-Lorente M, Wanden-Berghe C, Sanz-Valero J. Influence of Nutrition, Food and Diet-Related Interventions in the Workplace: A Meta-Analysis with Meta-Regression. Nutrients. 2021;13(11):3945. DOI: 10.3390/nu13113945

Gehanno J-F, Postel A, Schuers M, Rollin L. Trends and topics in occupational diseases over the last 60 years from PubMed. Scand J Work Environ Health. 2018;44(6):670-7. DOI: 10.5271/sjweh.3750

Palomo-Llinares R, Sánchez-Tormo J, Wanden-Berghe C, Sanz-Valero J. Occupational Health Applied Infodemiological Studies of Nutritional Diseases and Disorders: Scoping Review with Meta-Analysis. Nutrients. 2023;15(16):3575. DOI: 10.3390/nu15163575

Cervellin G, Comelli I, Lippi G. Is Google Trends a reliable tool for digital epidemiology? Insights from different clinical settings. J Epidemiol Glob Health. 2017;7(3):185-9. DOI: 10.1016/j.jegh.2017.06.001

Sanz-Lorente M, Wanden-Berghe C. Tendencias temporales de los patrones de búsqueda de información sobre cuidado domiciliario “Home Care” u hospitalario “Hospital Care” a través de Google. Hosp Domic. 2018;2(3):93-9. DOI: 10.22585/hospdomic.v2i3.47

Castiel LD, Sanz-Valero J. Between fetishism and survival: are scientific articles a form of academic merchandise? Cad Saude Publica. 2007;23(12):3041-50. DOI: 10.1590/s0102-311x2007001200026

Published

2024-09-20

How to Cite

1.
Melián Fleitas L, Franco Pérez Álvaro M, Sanz Valero J, Wanden-Berghe C. The search for information and its association with scientific production: Obesity, diet and occupational health. Ars Pharm [Internet]. 2024 Sep. 20 [cited 2024 Nov. 20];65(4):307-19. Available from: https://revistaseug.ugr.es/index.php/ars/article/view/31064

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Original Articles