URP Logo

Journal of Human Medicine Faculty

Ricardo Palma University

ORIGINAL ARTICLE

10.25176/RFMH.v25i4.6775

Correlation between oral health morbidity and Google search trends in Peru, 2021–2022

Correlation between oral health morbidity and Google search trends in Peru, 2021–2022

Correlación entre la morbilidad en salud bucal y las tendencias de búsqueda en Google en Perú, 2021–2022

1 Faculty of Dentistry, Universidad Peruana Cayetano Heredia. Lima, Peru.

a Dental surgeon

b Specialist in Public Health Dentistry

ABSTRACT

Introduction: Diseases of the oral cavity are increasingly affecting the global population, particularly in developing countries such as Peru. Objective: To determine the correlation between oral health morbidity and Google search activity in Peru during 2021–2022. Methods: Ecological study. Data on oral health morbidity were obtained from the official website of the National Unified Repository of Health Information (REUNIS, by its Spanish acronym), which compiles records of patients treated at healthcare facilities under the Ministry of Health. Subsequently, Google Trends was used to assess search volumes related to major oral diseases queried through Google in Peru. The Spearman correlation coefficient was applied to evaluate the relationship between quantitative variables, with statistical significance set at p < 0.05. Results: A very low positive correlation without statistical significance was found between the relative search volume (RSV) for dental wear, tooth loss, and dental malocclusion and their respective number of cases (Spearman’s rho = 0.176, p = 0.412; rho = 0.241, p = 0.257; rho = 0.142, p = 0.507, respectively). In contrast, the RSV for dental caries showed a strong positive correlation with statistical significance (rho = 0.751, p = 0.001). Conclusion: This study found that dental caries was the only term whose relative search volume had a strong and statistically significant correlation with the number of related clinical consultations.

Keywords:

Oral health, dental caries, morbidity, observational study, Peru (Source: MeSH NLM).

RESUMEN

Introducción: Las enfermedades de la cavidad bucal afectan cada vez más a la población mundial, sobre todo a los países en vías de desarrollo como el Perú. Objetivo: Determinar la correlación entre la morbilidad y la búsqueda sobre salud bucal en Perú, 2021-2022. Métodos: Estudio ecológico. Se ingresó a la página web del Repositorio Único Nacional de Información en Salud, con el propósito de acceder a la base de datos de morbilidad en salud bucal en pacientes que acudieron a algún establecimiento de salud perteneciente al Ministerio de Salud. Posteriormente, se accedió a la plataforma de Google Trends para determinar la búsqueda de las principales enfermedades bucodentales realizadas a través de Google en Perú. Para determinar la correlación entre variables cuantitativas, se utilizó el coeficiente de correlación de Spearman con un nivel de significancia p<0,05. Resultados: Se encontró una correlación positiva muy baja y sin diferencias estadísticamente significativas entre el volumen relativo de búsqueda (VRB) sobre desgaste dental, pérdida dental y maloclusión dental con sus correspondientes números de casos (Rho de Spearman= 0,176, p= 0,412; Rho de Spearman= 0,241, p=0,257; Rho de Spearman= 0,142, p=0,507); respectivamente. En contraparte, el VRB sobre caries dental evidencia una correlación positiva fuerte y con diferencias estadísticamente significativas con su número de casos (Rho de Spearman= 0,751, p= 0,001). Conclusión: Nuestro estudio encontró que el VRB de caries dental fue el único término que presentó una correlación estadística fuerte y estuvo asociado con el número de atenciones por caries dental.

Palabras claves:

Salud bucal, caries dental, morbilidad, estudio observacional, Perú (Fuente. DeCS BIREME).

INTRODUCTION

The World Health Organization (WHO) defines oral health as a state in which the mouth and the oro-facial structures allow eating, breathing, and speaking, considering their psychosocial impact and contribution to overall health 1
1. 1. Organización Mundial de la Salud (OMS). Salud bucal [Internet]. 2023 [citado el 11 de enero de 2024]. Disponible en: https://www.who.int/health-topics/oral-health/#tab=tab_1.
. In 2022, WHO reported that oral diseases affect 3.5 billion people, with higher prevalence in developing countries 2
2. 2. Organización Mundial de la Salud (OMS). Informe sobre la situación mundial de la salud bucodental: hacia la cobertura sanitaria universal para la salud bucodental de aquí a 2030. Resumen ejecutivo [Internet]. Ginebra: Organización Mundial de la Salud; 2022 [citado el 23 de enero de 2024]. Disponible en: https://iris.who.int/bitstream/handle/10665/364907/9789240061880-spa.pdf?sequence=1.
. ). In Peru, the 2001-2002 epidemiological study by the Ministry of Health (MINSA, by its Spanish acronym) reported a Decayed, Missing, and Filled Teeth index (DMFT-12) of 3.67 at twelve years of age, classified in the growth phase according to the Pan American Health Organization/World Health Organization (PAHO/WHO) 3
3. 3. Ministerio de Salud (MINSA). Prevalencia nacional de caries dental, fluorosis de esmalte y urgencia de tratamiento en escolares de 6 a 8, 10, 12 y 15 años, Perú. 2001-2002 [Internet]. Lima: Ministerio de Salud; 2005 [citado el 21 de enero de 2024]. Disponible en: https://www.dge.gob.pe/publicaciones/pub_caries/prevalencia_caries.pdf.
.

The most frequent oral pathologies include dental caries, periodontal diseases, tooth loss, malocclusions, and dental trauma. These conditions affect quality of life and represent a public health problem 4
4. 4. Organización Mundial de la Salud (OMS). La OMS destaca que el descuido de la salud bucodental afecta a casi la mitad de la población mundial [Internet]. 2023 [citado el 20 de febrero de 2024]. Disponible en: https://www.who.int/es/news/item/18-11-2022-who-highlights-oral-health-neglect-affecting-nearly-half-of-the-world-s-population.
. Since 2021, the National Unified Repository of Health Information (REUNIS, by its Spanish acronym) of MINSA has been collecting data on oral health morbidity in Peru 5
5. 5. Ministerio de Salud (MINSA). Repositorio Único Nacional de Información en Salud (REUNIS). Morbilidad en Salud Bucal. [Internet]. 2023 [citado el 21 de enero de 2024]. Disponible en: https://www.minsa.gob.pe/reunis/data/tablero_salud-bucal.asp
.

The use of the internet has influenced various aspects of health, including patient decision-making 6
6. 6. Ceretti E, Covolo L, Cappellini F, Nanni A, Sorosina S. Evaluating the effectiveness of Internet-based communication for public health: systematic review. J Med Internet Res. 2022;24(9):e38541. doi: 10.2196/38541.
. Google Trends (GT) is a tool that measures search interest on a scale of 0 to 100, based on the relative frequency of queries 7
7. 7. Romero-Alvarez D, Parikh N, Osthus D, Martinez K, Generous N, del Valle S, et al. Google Health Trends performance reflecting dengue incidence for the Brazilian states. BMC Infect Dis. 2020;20:252. doi: 10.1186/s12879-020-04957-0.
. GT has proven useful in the field of infodemiology, allowing analysis of disease outbreaks and health-related behaviors 8
8. 8. Neumann K, Mason SM, Farkas K, Santaularia NJ, Ahern J, Riddell CA. Harnessing Google Health Trends data for epidemiologic research. Am J Epidemiol. 2023;192(3):430-7. doi: 10.1093/aje/kwac171.
, 9
9. 9. Samadbeik M, Garavand A, Aslani N, Ebrahimzadeh F, Fatehi F. Assessing the online search behavior for COVID-19 outbreak: Evidence from Iran. PLoS One. 2022;17(7):e0267818. doi: 10.1371/journal.pone.0267818.
.

Previous studies have shown that GT is effective in assessing the demand for dental treatments and optimizing resource allocation 10
10. 10. Sicińska-Dziarnowska M, Szyszka-Sommerfeld L, Wozniak K, Lindauer SJ, Spagnuolo G. Predicting interest in orthodontic aligners: a Google Trends data analysis. Int J Environ Res Public Health. 2022;19:3105. doi: 10.3390/ijerph19053105.
. It has also been identified that terms such as “gingivitis,” “cleft palate,” and “caries” are among the most searched worldwide in oral health topics 11
11. 11. Aquino-Canchari CR, Caira-Chuquineyra BS. Exploratory Google Trends study of user concerns about oral problems. Rev Cubana Invest Bioméd [Internet]. 2020;39(3):e606. Disponible en: https://revibiomedica.sld.cu/index.php/ibi/article/view/606
. Additionally, a significant association has been reported between media coverage of diseases such as oropharyngeal cancer and increased internet searches, highlighting the impact of digital information on public interest 12
12. 12. Mayo-Yáñez M, Calvo-Henríquez C, Chiesa-Estomba C, Lechien JR, González-Torres L. Google Trends application for the study of information search behaviour on oropharyngeal cancer in Spain. Eur Arch Otorhinolaryngol. 2021;278(7):2569-75. doi: 10.1007/s00405-020-06494-7
.

In Peru, no studies have analyzed user interest in oral health topics or their relation to the demand for healthcare. Therefore, this study aims to determine the correlation between oral health morbidity and internet searches in Peru during the period 2021-2022.

METHODS

Study Design and Area

An ecological multiple-group study was conducted, focusing on the regions of Peru during the period 2021-2022. National databases were used to integrate information on oral health morbidity recorded in MINSA facilities and the relative search volume (RSV) of oral health-related terms in GT.

Population and Sample

The study population consisted of all Peruvian users who accessed Google's search engine, as well as patients who visited MINSA healthcare facilities and were diagnosed with any oral health morbidity during 2021 and 2022. The sample included data on the relative search volume (RSV) in Google Trends for oral health in Peru, as well as records of patients diagnosed with oral diseases in MINSA during the same period. Records that did not contain all the study variables were excluded. The analysis unit corresponded to each month of the 2021-2022 period. For each unit, two main variables were recorded: the number of oral disease cases diagnosed in MINSA facilities and the RSV in GT for oral health-related terms in Peru.

Variables and Instruments

The independent variable was oral health morbidity, defined as the occurrence of diseases, injuries, and disabilities affecting the mouth and its components, diagnosed by dental surgeons in MINSA healthcare facilities. This variable was discrete quantitative, measured by the monthly number of diagnosed patients; these data were obtained from the REUNIS portal 5
5. 5. Ministerio de Salud (MINSA). Repositorio Único Nacional de Información en Salud (REUNIS). Morbilidad en Salud Bucal. [Internet]. 2023 [citado el 21 de enero de 2024]. Disponible en: https://www.minsa.gob.pe/reunis/data/tablero_salud-bucal.asp
.

The dependent variable was the relative search volume (RSV) for oral health on the internet in Peru. This index, provided by GT, represents the relative number of searches for a specific term within a given category, location, and time period. The RSV is expressed on a scale from 0 to 100, where higher values reflect greater user interest or preference for topics related to oral health in Peru. This variable was continuous quantitative, limited to the mentioned range 7
7. 7. Romero-Alvarez D, Parikh N, Osthus D, Martinez K, Generous N, del Valle S, et al. Google Health Trends performance reflecting dengue incidence for the Brazilian states. BMC Infect Dis. 2020;20:252. doi: 10.1186/s12879-020-04957-0.
.

The collected data were organized in a collection sheet specifically designed to systematize the information obtained from secondary databases.

Procedures

The REUNIS portal (https://www.minsa.gob.pe/reunis/) 5
5. 5. Ministerio de Salud (MINSA). Repositorio Único Nacional de Información en Salud (REUNIS). Morbilidad en Salud Bucal. [Internet]. 2023 [citado el 21 de enero de 2024]. Disponible en: https://www.minsa.gob.pe/reunis/data/tablero_salud-bucal.asp
was accessed to obtain the number of diagnosed oral diseases in patients who visited MINSA facilities during 2021-2022, considering the patient’s origin in outpatient care, age group, and department of Peru

Next, search terms to include in the study were selected based on previous research on search trends related to oral health 13
13. 13. Watt RG, Daly B, Allison P, Macpherson LMD, Venturelli R, Listl S, et al. Ending the neglect of global oral health: time for radical action. Lancet. 2019;394(10194):261-72. doi: 10.1016/S0140-6736(19)31133-X.
, 14
14. 14. Lüders A, Brettner J, Hausmann J, Kuhn J. Oral health in health reporting. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2021;64(7):812-20. doi: 10.1007/s00103-021-03346-5.
and the most common oral diseases identified by WHO 15
15. 15. Peres MA, Macpherson LMD, Weyant RJ, Daly B, Venturelli R, Mathur MR, et al. Oral diseases: a global public health challenge. Lancet. 2019;394(10194):249-60. doi: 10.1016/S0140-6736(19)31146-8.
, 16
16. 16. Listl S, Quiñonez C, Vujicic M. Including oral diseases and conditions in universal health coverage. Bull World Health Organ. 2021;99(6):407. doi: 10.2471/BLT.21.285530.
. The final selection of terms considered those with the highest RSV within each thematic area. Then, the GT portal (https://trends.google.com/trends/) 7
7. 7. Romero-Alvarez D, Parikh N, Osthus D, Martinez K, Generous N, del Valle S, et al. Google Health Trends performance reflecting dengue incidence for the Brazilian states. BMC Infect Dis. 2020;20:252. doi: 10.1186/s12879-020-04957-0.
was accessed to identify the RSV for the selected terms, grouped into five thematic areas (Table 1).

Table 1. Oral health terms included in the study
Topic area Search terms
Dental caries “dental caries”; “carious lesion”; “decayed tooth”; “rotten tooth”; caries
Periodontal diseases gingivitis; periodontitis; “bleeding gums”; “red gums”; “pyorrhea”
Dental malocclusion “malocclusion”; “crooked teeth”; “dental malocclusion”; “mal occlusion”; “misaligned teeth”
Tooth loss “tooth loss”; “missing teeth”; “no teeth”; “toothless”; “edentulism”
Tooth wear “tooth wear”; “dental erosion”; “dental attrition”; “dental abfraction”

Source: Own elaboration

The results provided by GT were downloaded in a normalized comma-separated values (CSV) format and transferred to a Microsoft Excel® 2020 spreadsheet for further processing. Data collection was independently performed by two authors. In cases of discrepancies, these were resolved through consensus with a third author.

Statistical Analysis

A quality control of the data was performed through double entry, with inconsistencies corrected by consensus between two independent researchers. Statistical analysis was conducted using Stata v.14 software. Descriptive analysis included the use of frequency and percentage measures. To evaluate the relationship between RSV and oral health morbidity, the Spearman correlation coefficient was applied, as the variables did not meet normality assumptions. The association was evaluated monthly throughout the 2021-2022 period across all of Peru.

Ethical Considerations

This study was submitted to the Integrated Unit for Research Management, Science, and Technology of the Faculties of Medicine, Dentistry, and Nursing, evaluated, and approved by the Institutional Ethics Committee of the Universidad Peruana Cayetano Heredia (CIE-UPCH). Since publicly accessible databases such as GT and REUNIS were used, no personal data privacy or confidentiality was compromised. The availability and transparency of these sources support the reliability of the results obtained.

RESULTS

It was found that the number of oral health disease cases treated through outpatient services was higher among rural populations. For dental caries, 62.25% (n = 1,530,004) of the cases were from rural areas; for periodontal diseases, 51.72% (n = 281,572); and for tooth loss, 72.00% (n = 163,128). In contrast, dental malocclusion cases were more frequent in urban areas, representing 71.94% (n = 39,260) of the total (Table 1).

Table 2. Distribution of oral disease cases in Peru, 2021–2022, by area of origin in outpatient consultations, based on data from the National Unified Health Information Repository – REUNIS.
Oral disease 2021 2022 Total
Urban n % Rural n % Urban n % Rural n % Urban n % Rural n %
Dental caries 297,02032.68611,79567.32 630,61740.71918,20959.29 927,63737.751,530,00462.25
Periodontal diseases 90,49441.70126,46858.30 172,35952.62155,10447.37 262,85348.28281,57251.72
Dental malocclusion 11,09666.975,47133.03 28,16474.109,84225.90 39,26071.9415,31328.06
Tooth loss 20,28723.4966,06676.51 43,15830.7797,06269.23 63,44528.00163,12872.00

REUNIS: National Unified Health Information Repository, Peru.

Regarding the total number of cases by age group, dental caries was the most prevalent disease in all groups: children (83.95%), adolescents (77.11%), young adults (71.90%), adults (68.98%), and older adults (56.20%). The most affected age group was children, with a total of 1,085,099 reported cases of oral health diseases (Figure 1).

Figure 1

Distribution of oral disease cases in Peru, 2021–2022, by age group, based on data from the National Unified Health Information Repository – REUNIS.

Image 1

At the departmental level, all regions of the country reported dental caries as the leading cause of consultation. Lima was the region with the highest number of registered cases: dental caries (n = 470,951), periodontal diseases (n = 149,336), dental malocclusion (n = 18,809), tooth loss (n = 27,502), and dental wear (n = 82,206). It was followed by Cusco, with 156,752 cases of dental caries, 49,875 of periodontal diseases, 1,081 of dental malocclusion, 8,585 of tooth loss, and 40,990 of dental wear; and Cajamarca, with 173,356 cases of dental caries, 30,831 of periodontal diseases, 1,241 of dental malocclusion, 13,582 of tooth loss, and 24,344 of dental wear (Table 2).

Table 3. Distribution of oral disease cases in Peru, 2021–2022, by department, based on data from the National Unified Health Information Repository – REUNIS.
Department Dental caries Periodontal diseases Dental malocclusion Tooth loss Tooth wear Total
n% n% n% n% n% n%
Amazonas46 46565,409 35513,173190,459 58813,505 3207,4971 047100
Ancash117 63554,4541 24819,1015 9607,3913 6986,3427 50612,73216 047100
Apurímac76 51173,538 6578,331 0591,026 2616,0211 60611,15104 094100
Ayacucho91 07379,7011 94710,461 3991,226 1475,383 7043,24114 270100
Cajamarca173 35671,2433 10113,612 6671,1018 4217,5716 9456,97243 890100
Callao29 85163,3510 52222,337881,671 7883,794 89510,3947 139100
Cusco156 75260,9357 89522,5119 1397,431 0810,4222 2148,64257 081100
Huancavelica101 08375,9910 8218,135350,404 0093,0116 68312,55133 042100
Huánuco137 84665,4629 91513,571 0570,505940,3041 19019,57210 602100
Ica67 48581,019 16211,012 5703,099631,163 1743,8183 354100
Junín151 35271,1731 07314,621 4880,705 9252,7922 11910,40212 957100
La Libertad64 57163,8420 61020,411 4861,473 1083,0711 35211,22101 127100
Lambayeque40 77366,587 48112,239511,553 9456,446 57210,7361 722100
Lima470 95162,19149 33619,7119 9442,6318 8092,4897 52512,88757 247100
Loreto135 80969,7133 1089,633 9592,035 3033,4816 6748,56194 674100
Madre de Dios19 23573,042 74310,421 1614,415682,162 63410,0026 341100
Moquegua10 97669,933 04211,248255,251 0266,548486,0415 717100
Pasco16 76484,141 2796,426623,323351,688844,4319 924100
Piura94 48365,1016 04811,431 1450,7911 0357,6122 29615,37145 007100
Puno143 78775,1010 5255,501 5750,824 3452,2730 95116,16191 183100
San Martín90 98970,7218 25014,171 1400,897 3795,7410 0777,83128 515100
Tacna32 67264,616 34012,501 1262,233 1056,147 49214,8250 735100
Tumbes31 25269,636 09613,594180,931 3402,996 79115,1344 008100
Ucayali40 24864,818 74114,071790,297 54112,145 3968,6962 105100

Regarding search terms, it was found that for the category of dental caries, the most searched term was "caries," followed by "decayed tooth," "dental caries," "carious lesion," and "decayed tooth." An increase in the search frequency for the terms "caries" and "dental caries" was observed starting in January 2022. Regarding periodontal diseases, the most searched term was "gingivitis," followed by "periodontitis," "red gums," "gum bleeding," and "pyorrhea." The relative search volume (RSV) for these terms showed an irregular pattern over time. For terms related to dental malocclusion, the most searched term was "malocclusion," followed by "crooked teeth," "dental malocclusion," "bad bite," and "misaligned teeth." The terms "malocclusion," "crooked teeth," and "dental malocclusion" reached an RSV of 100. In the category of tooth loss, the most searched term was "toothless," followed by "edentulous," "edentulism," "missing teeth," and "tooth loss." For the category of dental wear, the most searched term was "dental wear"; in contrast, "dental erosion" and "dental abfraction" had significantly lower search values (Figure 2).

Figure 2

Relative internet search volume for terms related to oral health in Peru, 2021-2022, according to Google Trends data.

Imagen 1
Imagen 2
Imagen 3
Imagen 3
Imagen 3

In the Spearman correlation analysis between the RSV of the terms and the monthly number of diagnosed cases, a strong positive and statistically significant correlation was found between the RSV for dental caries and its number of cases (Spearman’s rho = 0.751; p-value = 0.001). In contrast, very low and non-significant positive correlations were observed between the RSV and cases of dental wear (Spearman’s rho = 0.176; p-value = 0.412), tooth loss (Spearman’s rho = 0.241; p-value = 0.257), and dental malocclusion (Spearman’s rho = 0.142; p-value = 0.507) (Figure 3).

Figure 3

Association between oral morbidity and internet search interest in Peru, 2021-2022, according to data from the National Single Repository of Health Information – REUNIS and Google Trends.

Imagen 1
Imagen 2
Imagen 3
Imagen 2
Imagen 3

DISCUSSION

Oral diseases have a global prevalence of 45% 2
2. 2. Organización Mundial de la Salud (OMS). Informe sobre la situación mundial de la salud bucodental: hacia la cobertura sanitaria universal para la salud bucodental de aquí a 2030. Resumen ejecutivo [Internet]. Ginebra: Organización Mundial de la Salud; 2022 [citado el 23 de enero de 2024]. Disponible en: https://iris.who.int/bitstream/handle/10665/364907/9789240061880-spa.pdf?sequence=1.
, affecting developing countries such as Peru more frequently. In this context, establishing an oral health surveillance system is a priority 17
17. 17. Locker D, Quiñonez C. To what extent do oral disorders compromise the quality of life? Community Dent Oral Epidemiol. 2011;39(1):3-11. doi: 10.1111/j.1600-0528.2010.00597.x.
.

In recent years, Google Trends (GT) has gained relevance in health surveillance due to its ability to track and analyze internet search trends. This tool allows for the detection of outbreaks and emerging diseases, monitoring their spread, comparing search patterns with epidemiological data, and evaluating the impact of public health interventions 18
18. 18. Mavragani A, Ochoa G. Google Trends in Infodemiology and Infoveillance: Methodology Framework. JMIR Public Health Surveill. 2019;5(2):e13439. doi: 10.2196/13439.
. An example of this is the significant increase in interest in searches related to toothaches following the COVID-19 outbreak 19
19. 19. Rizzato VL, Lotto M, Lourenço Neto N, Oliveira TM, Cruvinel T. Digital surveillance: The interests in toothache-related information after the outbreak of COVID-19. Oral Dis. 2022;28(Suppl 2):2432-41. doi: 10.1111/odi.14012.
.

According to the latest WHO oral health report, the most common pathologies include dental caries, severe periodontitis, tooth loss, and oral cancer 2
2. 2. Organización Mundial de la Salud (OMS). Informe sobre la situación mundial de la salud bucodental: hacia la cobertura sanitaria universal para la salud bucodental de aquí a 2030. Resumen ejecutivo [Internet]. Ginebra: Organización Mundial de la Salud; 2022 [citado el 23 de enero de 2024]. Disponible en: https://iris.who.int/bitstream/handle/10665/364907/9789240061880-spa.pdf?sequence=1.
. In this study, dental caries was the most prevalent disease, followed by periodontal diseases, tooth loss, and malocclusion. These pathologies have been associated with social inequality factors in the literature, as they mainly affect vulnerable populations 2
2. 2. Organización Mundial de la Salud (OMS). Informe sobre la situación mundial de la salud bucodental: hacia la cobertura sanitaria universal para la salud bucodental de aquí a 2030. Resumen ejecutivo [Internet]. Ginebra: Organización Mundial de la Salud; 2022 [citado el 23 de enero de 2024]. Disponible en: https://iris.who.int/bitstream/handle/10665/364907/9789240061880-spa.pdf?sequence=1.
.

Regarding place of residence, a higher prevalence of oral diseases was observed in rural areas, which may be related to limited access to healthcare services compared to urban areas. This finding is consistent with previous studies reporting greater barriers to accessing dental services in rural populations 20
20. 20. Tan YR, Jawahir S, Doss JG. Oral healthcare seeking behavior of Malaysian adults in urban and rural areas: findings from the National Health and Morbidity Survey 2019. BMC Oral Health. 2023;23:719. doi: 10.1186/s12903-023-03470-5.
, 21
21. 21. Herkrath FJ, Vettore MV, Werneck GL. Utilisation of dental services by Brazilian adults in rural and urban areas: a multi-group structural equation analysis using the Andersen behavioural model. BMC Public Health. 2020;20:953. doi: 10.1186/s12889-020-09100-x.
.

On the other hand, malocclusions were the least frequent pathologies, possibly because, in the country’s public healthcare system, diagnosis is the primary service available for this condition. This contrasts with countries like Brazil, where the Unified Health System finances orthodontic treatments 22
22. 22. Oliveira D, Vargas IA, Busato ALS, Brondani M, Bavaresco CS, Moura FRR. Factors associated with the municipal provision of orthodontics in the Brazilian Unified Health System. Community Dent Health. 2022;39(4):267-74. doi: 10.1922/CDH_00156Oliveira08.
.

Our study showed an increase in oral health morbidity during 2022, which may be associated with the increased flow of patients to MINSA’s dental services after the reduction of COVID-19 restrictions. These findings are consistent with previous research 23
23. 23. Zhou X, Gao J, Holden ACL, Nanayakkara S. Perceptions and attitudes of dental practitioners towards impacts of COVID-19 pandemic on clinical dentistry: a cross-sectional study. BMC Oral Health. 2022;22:424. doi: 10.1186/s12903-022-02457-y
.

Oral diseases affect all age groups, although their distribution varies by age group. Globally, dental caries has a prevalence of 43% in deciduous teeth and 29% in permanent teeth 2
2. 2. Organización Mundial de la Salud (OMS). Informe sobre la situación mundial de la salud bucodental: hacia la cobertura sanitaria universal para la salud bucodental de aquí a 2030. Resumen ejecutivo [Internet]. Ginebra: Organización Mundial de la Salud; 2022 [citado el 23 de enero de 2024]. Disponible en: https://iris.who.int/bitstream/handle/10665/364907/9789240061880-spa.pdf?sequence=1.
. In this study, this pathology was the most common across all age groups, with a higher incidence in children. This could be explained by a lack of brushing skills in early life stages and limited access to oral hygiene materials in low-resource populations. A study by Van N et al. found significant differences in the prevalence of caries between children with and without good oral health knowledge, attitudes, and practices (p-value < 0.010) 24
24. 24. Van N, Van V, Van N, Duc D, Anh H. The prevalence of dental caries and associated factors among secondary school children in rural highland Vietnam. BMC Oral Health. 2021;21:349. doi: 10.1186/s12903-021-01704-y.
. Childhood represents a key opportunity to establish healthy habits that help reduce the burden of oral diseases in later stages of life. Additionally, the lack of knowledge among parents or caregivers regarding the importance of early oral care should be considered 25
25. 25. Kazeminia M, Abdi A, Shohaimi S, Jalali R, Vaisi-Raygani A, Salari N, et al. Dental caries in primary and permanent teeth in children worldwide, 1995 to 2019: a systematic review and meta-analysis. Head Face Med. 2020;16:22. doi: 10.1186/s13005-020-00237-z
.

In older adults, tooth loss was the predominant condition, which may be attributed to limited access to healthcare services, lack of knowledge about prevention, and absence of timely treatment for prior conditions such as caries and periodontal disease. King S et al. reported that 71% of participants in their study (average age of 68 years) had non-functional dentition (less than 20 teeth), associated with low oral health literacy and economic barriers to accessing dental services 26
26. 26. King S, Thaliph A, Laranjo L, Smith BJ, Eberhard J. Oral health literacy, knowledge and perceptions in a socially and culturally diverse population: a mixed methods study. BMC Public Health. 2023;23:1446. doi: 10.1186/s12889-023-16381-5
.

Malocclusions were more frequent in adolescents and young adults, which may be due to greater concern for aesthetics and oral health during these life stages. Moreover, this population group has greater access to information about these pathologies and their treatment. These findings align with the study by Lombardo G et al., which showed a high prevalence of malocclusions during childhood and adolescence 27
27. 27. Lombardo G, Vena F, Negri P, Pagano S, Barilotti C, Paglia L, et al. Worldwide prevalence of malocclusion in the different stages of dentition: a systematic review and meta-analysis. Eur J Paediatr Dent. 2020;21(2):115-22. doi: 10.23804/ejpd.2020.21.02.05.
. Furthermore, Göranson E et al. noted that malocclusions in adolescents negatively affect their oral health-related quality of life 28
28. 28. Göranson E, Sonesson M, Naimi-Akbar A, Dimberg L. Malocclusions and quality of life among adolescents: a systematic review and meta-analysis. Eur J Orthod. 2023;45(3):295-307. doi: 10.1093/ejo/cjad009.
.

Oral diseases show an uneven distribution both globally and within countries, with lower-income populations being more affected 2
2. 2. Organización Mundial de la Salud (OMS). Informe sobre la situación mundial de la salud bucodental: hacia la cobertura sanitaria universal para la salud bucodental de aquí a 2030. Resumen ejecutivo [Internet]. Ginebra: Organización Mundial de la Salud; 2022 [citado el 23 de enero de 2024]. Disponible en: https://iris.who.int/bitstream/handle/10665/364907/9789240061880-spa.pdf?sequence=1.
. ). According to REUNIS, Lima was the department with the highest oral health morbidity in Peru, followed by Cusco and Cajamarca. In contrast, Pasco, Madre de Dios, and Moquegua recorded the lowest rates. These differences may be explained by variability in population density, the availability of MINSA dental services, and local authorities’ commitment to promoting oral health 29
29. 29. Bastani P, Mohammadpour M, Mehraliain G, Delavari S, Edirippulige S. What makes inequality in the area of dental and oral health in developing countries? A scoping review. Cost Eff Resour Alloc. 2021;19:54. doi: 10.1186/s12962-021-00309-0.
.

Our study also revealed that most Peruvians searched for dental caries-related terms within the group of oral diseases. This finding could be explained by the high prevalence of this disease in Peru and worldwide, which increases users’ interest in obtaining information 30
30. 30. Ministerio de Salud. El 90,4% de los peruanos tiene caries dental [Internet]. 2020 [citado el 30 de mayo de 2024]. Disponible en: https://www.gob.pe/institucion/minsa/noticias/45475-el-90-4-de-los-peruanos-tiene-caries-dental.
.

Regarding the relative search volume (RSV) values, the most searched term was “caries,” in contrast to previous studies identifying “tooth decay” as the term with the highest RSV worldwide 11
11. 11. Aquino-Canchari CR, Caira-Chuquineyra BS. Exploratory Google Trends study of user concerns about oral problems. Rev Cubana Invest Bioméd [Internet]. 2020;39(3):e606. Disponible en: https://revibiomedica.sld.cu/index.php/ibi/article/view/606
, 31
31. 31. Patthi B, Kumar JK, Singla A, Gupta R, Prasad M, Ali I, et al. Global search trends of oral problems using Google Trends from 2004 to 2016: an exploratory analysis. J Clin Diagn Res. 2017;11(9):ZC12-ZC16. doi: 10.7860/JCDR/2017/26658.10564.
. In the case of periodontal diseases and tooth loss, the most searched terms were “gingivitis” and “toothless,” respectively, in accordance with previous studies 11
11. 11. Aquino-Canchari CR, Caira-Chuquineyra BS. Exploratory Google Trends study of user concerns about oral problems. Rev Cubana Invest Bioméd [Internet]. 2020;39(3):e606. Disponible en: https://revibiomedica.sld.cu/index.php/ibi/article/view/606
, 31
31. 31. Patthi B, Kumar JK, Singla A, Gupta R, Prasad M, Ali I, et al. Global search trends of oral problems using Google Trends from 2004 to 2016: an exploratory analysis. J Clin Diagn Res. 2017;11(9):ZC12-ZC16. doi: 10.7860/JCDR/2017/26658.10564.
.

A correlation was identified between the RSV for dental caries and the number of reported cases by MINSA, which is consistent with the findings by Lotto M et al., who found an association between RSV for dental pain and the number of dental consultations for this reason in the United States (β = 14.12; 95% CI = 6.59-21.64; p = 0.006), as well as with the number of emergency dental treatments (β = 3.48; 95% CI = 0.60-6.37; p = 0.026) 32
32. 32. Lotto M, Ayala Aguirre PE, Rios D, Andrade Moreira Machado MA, Pereira Cruvinel AF, Cruvinel T. Analysis of the interests of Google users on toothache information. PLoS One. 2017;12(10):e0186059. doi: 10.1371/journal.pone.0186059.
.

This behavior could be explained by the growing trend of people searching for information about their health status on the internet. The ease of access to updated information, the ability to identify symptoms and obtain a preliminary diagnosis, as well as the opportunity to learn from other patients’ experiences, may influence this phenomenon 33
33. 33. Alzghaibi H. People behavioral during health information searching in COVID-19 era: a review. Front Public Health. 2023;11:1166639. doi: 10.3389/fpubh.2023.1166639.
, 34
34. 34. Weaver JB, Mays D, Weaver SS, Hopkins GL, Eroğlu D, Bernhardt JM. Health information–seeking behaviors, health indicators, and health risks. Am J Public Health. 2010;100:1520-5. doi: 10.2105/AJPH.2009.180521.
. However, other studies have explored the association between RSV for oral health topics and non-epidemiological factors. For example, Büyükçavuş MH et al. found a correlation between the RSV for orthodontic terms and gross domestic product in 26 countries, although without statistical significance (p > 0.050) 35
35. 35. Büyükçavuş MH, Yılmaz HN, Uysal T, Demir A, Akbulut A, Yavuz I. Assessment of worldwide internet data on the interest in orthodontics: a Google Trends analysis. Online Turk Saglik Bilim Derg. 2020;5(4):582-90. doi: 10.26453/otjhs.774921.
.

This research has some limitations. First, not all Peruvians have access to the internet (25–30%), so it is possible that the total online search interest was not captured. Second, the country’s linguistic diversity may have influenced the selection of terms, preventing the accurate reflection of actual search interest. Finally, this study relied exclusively on GT data, which may limit the capture of trends from other search engines.

CONCLUSION

Our study found that the RSV for dental caries was the only term that showed a strong statistical correlation and was associated with the number of dental caries-related consultations at MINSA facilities in Peru.

Additional Information

Authorship contributions: CRAC: Conceptualization, data curation, investigation, methodology, project administration, resources, supervision, validation, visualization, formal analysis, writing – original draft, and writing – review and editing. SRAH: Data curation, investigation, methodology, project administration, resources, supervision, validation, visualization, formal analysis, writing – original draft, and writing – review and editing. JMCh: Investigation, methodology, project administration, supervision, validation, visualization, writing – original draft, and writing – review and editing. All authors approved the final version for publication and take full responsibility for its contents. Conflict of interest statement: The authors declare no conflict of interest. Funding: Self-funded. Received: August 14, 2024 Approved: March 20, 2025

Author Correspondence Data

Correspondence author: Christian Renzo Aquino-Canchari E-mail: christian.aquino.canchari@gmail.com

Article published by the Journal of the Faculty of Human Medicine of the Ricardo Palma University. This is an open-access article, distributed under the terms of the Creative Commons License: Creative Commons Attribution 4.0 International, CC BY 4.0 , which permits non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial use, please contact revista.medicina@urp.edu.pe.

BIBLIOGRAPHIC REFERENCES

1

Organización Mundial de la Salud (OMS).

Salud bucal [Internet]. 2023 [citado el 11 de enero de 2024].

Disponible en: who.int

2

Organización Mundial de la Salud (OMS).

Informe sobre la situación mundial de la salud bucodental: hacia la cobertura sanitaria universal para la salud bucodental de aquí a 2030. Resumen ejecutivo [Internet]. Ginebra: Organización Mundial de la Salud; 2022 [citado el 23 de enero de 2024].

Disponible en: iris.who.int

3

Ministerio de Salud (MINSA).

Prevalencia nacional de caries dental, fluorosis de esmalte y urgencia de tratamiento en escolares de 6 a 8, 10, 12 y 15 años, Perú. 2001-2002 [Internet]. Lima: Ministerio de Salud; 2005 [citado el 21 de enero de 2024].

Disponible en: dge.gob.pe

4

Organización Mundial de la Salud (OMS).

La OMS destaca que el descuido de la salud bucodental afecta a casi la mitad de la población mundial [Internet]. 2023 [citado el 20 de febrero de 2024].

Disponible en: who.int

5

Ministerio de Salud (MINSA).

Repositorio Único Nacional de Información en Salud (REUNIS). Morbilidad en Salud Bucal. [Internet]. 2023 [citado el 21 de enero de 2024].

Disponible en: minsa.gob.pe

6

Ceretti E, Covolo L, Cappellini F, Nanni A, Sorosina S.

Evaluating the effectiveness of Internet-based communication for public health: systematic review. J Med Internet Res. 2022;24(9):e38541.

doi: 10.2196/38541

7

Romero-Alvarez D, Parikh N, Osthus D, Martinez K, Generous N, del Valle S, et al.

Google Health Trends performance reflecting dengue incidence for the Brazilian states. BMC Infect Dis. 2020;20:252.

doi: 10.1186/s12879-020-04957-0

8

Neumann K, Mason SM, Farkas K, Santaularia NJ, Ahern J, Riddell CA.

Harnessing Google Health Trends data for epidemiologic research. Am J Epidemiol. 2023;192(3):430-7.

doi: 10.1093/aje/kwac171

9

Samadbeik M, Garavand A, Aslani N, Ebrahimzadeh F, Fatehi F.

Assessing the online search behavior for COVID-19 outbreak: Evidence from Iran. PLoS One. 2022;17(7):e0267818.

doi: 10.1371/journal.pone.0267818

10

Sicińska-Dziarnowska M, Szyszka-Sommerfeld L, Wozniak K, Lindauer SJ, Spagnuolo G.

Predicting interest in orthodontic aligners: a Google Trends data analysis. Int J Environ Res Public Health. 2022;19:3105.

doi: 10.3390/ijerph19053105

11

Aquino-Canchari CR, Caira-Chuquineyra BS.

Exploratory Google Trends study of user concerns about oral problems. Rev Cubana Invest Bioméd [Internet]. 2020;39(3):e606.

Disponible en: revibiomedica.sld.cu

12

Mayo-Yáñez M, Calvo-Henríquez C, Chiesa-Estomba C, Lechien JR, González-Torres L.

Google Trends application for the study of information search behaviour on oropharyngeal cancer in Spain. Eur Arch Otorhinolaryngol. 2021;278(7):2569-75.

doi: 10.1007/s00405-020-06494-7

13

Watt RG, Daly B, Allison P, Macpherson LMD, Venturelli R, Listl S, et al.

Ending the neglect of global oral health: time for radical action. Lancet. 2019;394(10194):261-72.

doi: 10.1016/S0140-6736(19)31133-X

14

Lüders A, Brettner J, Hausmann J, Kuhn J.

Oral health in health reporting. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2021;64(7):812-20.

doi: 10.1007/s00103-021-03346-5

15

Peres MA, Macpherson LMD, Weyant RJ, Daly B, Venturelli R, Mathur MR, et al.

Oral diseases: a global public health challenge. Lancet. 2019;394(10194):249-60.

doi: 10.1016/S0140-6736(19)31146-8

16

Listl S, Quiñonez C, Vujicic M.

Including oral diseases and conditions in universal health coverage. Bull World Health Organ. 2021;99(6):407.

doi: 10.2471/BLT.21.285530

17

Locker D, Quiñonez C.

To what extent do oral disorders compromise the quality of life? Community Dent Oral Epidemiol. 2011;39(1):3-11.

doi: 10.1111/j.1600-0528.2010.00597.x

18

Mavragani A, Ochoa G.

Google Trends in Infodemiology and Infoveillance: Methodology Framework. JMIR Public Health Surveill. 2019;5(2):e13439.

doi: 10.2196/13439

19

Rizzato VL, Lotto M, Lourenço Neto N, Oliveira TM, Cruvinel T.

Digital surveillance: The interests in toothache-related information after the outbreak of COVID-19. Oral Dis. 2022;28(Suppl 2):2432-41.

doi: 10.1111/odi.14012

20

Tan YR, Jawahir S, Doss JG.

Oral healthcare seeking behavior of Malaysian adults in urban and rural areas: findings from the National Health and Morbidity Survey 2019. BMC Oral Health. 2023;23:719.

doi: 10.1186/s12903-023-03470-5

21

Herkrath FJ, Vettore MV, Werneck GL.

Utilisation of dental services by Brazilian adults in rural and urban areas: a multi-group structural equation analysis using the Andersen behavioural model. BMC Public Health. 2020;20:953.

doi: 10.1186/s12889-020-09100-x

22

Oliveira D, Vargas IA, Busato ALS, Brondani M, Bavaresco CS, Moura FRR.

Factors associated with the municipal provision of orthodontics in the Brazilian Unified Health System. Community Dent Health. 2022;39(4):267-74.

doi: 10.1922/CDH_00156Oliveira08

23

Zhou X, Gao J, Holden ACL, Nanayakkara S.

Perceptions and attitudes of dental practitioners towards impacts of COVID-19 pandemic on clinical dentistry: a cross-sectional study. BMC Oral Health. 2022;22:424.

doi: 10.1186/s12903-022-02457-y

24

Van N, Van V, Van N, Duc D, Anh H.

The prevalence of dental caries and associated factors among secondary school children in rural highland Vietnam. BMC Oral Health. 2021;21:349.

doi: 10.1186/s12903-021-01704-y

25

Kazeminia M, Abdi A, Shohaimi S, Jalali R, Vaisi-Raygani A, Salari N, et al.

Dental caries in primary and permanent teeth in children worldwide, 1995 to 2019: a systematic review and meta-analysis. Head Face Med. 2020;16:22.

doi: 10.1186/s13005-020-00237-z

26

King S, Thaliph A, Laranjo L, Smith BJ, Eberhard J.

Oral health literacy, knowledge and perceptions in a socially and culturally diverse population: a mixed methods study. BMC Public Health. 2023;23:1446.

doi: 10.1186/s12889-023-16381-5

27

Lombardo G, Vena F, Negri P, Pagano S, Barilotti C, Paglia L, et al.

Worldwide prevalence of malocclusion in the different stages of dentition: a systematic review and meta-analysis. Eur J Paediatr Dent. 2020;21(2):115-22.

doi: 10.23804/ejpd.2020.21.02.05

28

Göranson E, Sonesson M, Naimi-Akbar A, Dimberg L.

Malocclusions and quality of life among adolescents: a systematic review and meta-analysis. Eur J Orthod. 2023;45(3):295-307.

doi: 10.1093/ejo/cjad009

29

Bastani P, Mohammadpour M, Mehraliain G, Delavari S, Edirippulige S.

What makes inequality in the area of dental and oral health in developing countries? A scoping review. Cost Eff Resour Alloc. 2021;19:54.

doi: 10.1186/s12962-021-00309-0

30

Ministerio de Salud.

El 90,4% de los peruanos tiene caries dental [Internet]. 2020 [citado el 30 de mayo de 2024].

Disponible en: gob.pe

31

Patthi B, Kumar JK, Singla A, Gupta R, Prasad M, Ali I, et al.

Global search trends of oral problems using Google Trends from 2004 to 2016: an exploratory analysis. J Clin Diagn Res. 2017;11(9):ZC12-ZC16.

doi: 10.7860/JCDR/2017/26658.10564

32

Lotto M, Ayala Aguirre PE, Rios D, Andrade Moreira Machado MA, Pereira Cruvinel AF, Cruvinel T.

Analysis of the interests of Google users on toothache information. PLoS One. 2017;12(10):e0186059.

doi: 10.1371/journal.pone.0186059

33

Alzghaibi H.

People behavioral during health information searching in COVID-19 era: a review. Front Public Health. 2023;11:1166639.

doi: 10.3389/fpubh.2023.1166639

34

Weaver JB, Mays D, Weaver SS, Hopkins GL, Eroğlu D, Bernhardt JM.

Health information–seeking behaviors, health indicators, and health risks. Am J Public Health. 2010;100:1520-5.

doi: 10.2105/AJPH.2009.180521

35

Büyükçavuş MH, Yılmaz HN, Uysal T, Demir A, Akbulut A, Yavuz I.

Assessment of worldwide internet data on the interest in orthodontics: a Google Trends analysis. Online Turk Saglik Bilim Derg. 2020;5(4):582-90.

doi: 10.26453/otjhs.774921