Skip to main content
Top
Published in: BMC Oral Health 1/2021

Open Access 01-12-2021 | COVID-19 | Research article

Association of COVID-19-imposed lockdown and online searches for toothache in Iran

Authors: Ahmad Sofi-Mahmudi, Erfan Shamsoddin, Peyman Ghasemi, Ali Mehrabi Bahar, Mansour Shaban Azad, Ghasem Sadeghi

Published in: BMC Oral Health | Issue 1/2021

Login to get access

Abstract

Background

Novel coronavirus disease-2019 (COVID-19) has impacted populations in many ways worldwide, including access to oral health services. This study aims to assess the association between lockdown due to COVID-19 and online searches for toothache in Iran using Google Trends (GT).

Methods

We investigated GT online searches for toothache within the past five years. The time frame for data gathering was considered as the initiation and end dates of the national lockdown in Iran. We performed one-way ANOVA statistical test to compare relative search volumes (RSVs) between the year 2020 and 2016–2019 for the whole country. Then we investigated the possible association of RSVs in provinces with dentists’ density, prevalence of current daily smokers, Human Development Index (HDI), Internet access, and fluoride concentration in water using linear regression.

Results

When comparing 2020 with the previous four years, there was a rise of 2020 RSVs versus all previous years combined and each year (P < 0.001 for all of them). In the linear model for the year 2020, HDI (B = − 3.29, 95% CI: (− 5.80, − 0.78), P = 0.012) had a strong negative relationship with provincial RSVs. HDI mostly had strong positive relationship with provincial RSVs in prior years. Fluoride concentration (B = − 0.13, 95% CI: (− 0.24, − 0.03), P = 0.017) and dentists’ density (B = − 0.04, 95% CI: (− 0.25, 0.17), P = 0.669) were also negatively associated with RSVs in 2020. These associations were mostly negative in the previous years as well. Internet access (B = 0.36, 95% CI: (− 0.38, 1.09), P = 0.325) and prevalence of daily smokers (B = 0.33, 95% CI: (0.13, 0.53), P = 0.002) were positively associated with RSVs.

Conclusion

The RSVs for toothache in 2020 have increased due to COVID-19-imposed lockdown compared with the same period in the past four years. This increase was related to socioeconomic factors.
Appendix
Available only for authorised users
Literature
1.
go back to reference Shamsoddin E. Substantial aspects of health equity during and after COVID-19 pandemic: a critical review. International Network for Government Science Advice (INGSA). 2020. Shamsoddin E. Substantial aspects of health equity during and after COVID-19 pandemic: a critical review. International Network for Government Science Advice (INGSA). 2020.
2.
go back to reference Rajan N, Joshi GP. COVID-19: role of ambulatory surgery facilities in this global pandemic. Anesth Analg. 2020;131(1):31–6.CrossRef Rajan N, Joshi GP. COVID-19: role of ambulatory surgery facilities in this global pandemic. Anesth Analg. 2020;131(1):31–6.CrossRef
3.
go back to reference Provenzano DA, Sitzman BT, Florentino SA, Buterbaugh GA. Clinical and economic strategies in outpatient medical care during the COVID-19 pandemic. Reg Anesth Pain Med. 2020;45(8):579–85.CrossRef Provenzano DA, Sitzman BT, Florentino SA, Buterbaugh GA. Clinical and economic strategies in outpatient medical care during the COVID-19 pandemic. Reg Anesth Pain Med. 2020;45(8):579–85.CrossRef
4.
go back to reference Uppal A, Silvestri DM, Siegler M, Natsui S, Boudourakis L, Salway RJ, et al. Critical care and emergency department response at the epicenter of the COVID-19 pandemic. Health Affairs (Project Hope). 2020;39(8):1443–9.CrossRef Uppal A, Silvestri DM, Siegler M, Natsui S, Boudourakis L, Salway RJ, et al. Critical care and emergency department response at the epicenter of the COVID-19 pandemic. Health Affairs (Project Hope). 2020;39(8):1443–9.CrossRef
5.
go back to reference Grasselli G, Pesenti A, Cecconi M. Critical care utilization for the COVID-19 outbreak in Lombardy, Italy: early experience and forecast during an emergency response. JAMA. 2020;323(16):1545–6.CrossRef Grasselli G, Pesenti A, Cecconi M. Critical care utilization for the COVID-19 outbreak in Lombardy, Italy: early experience and forecast during an emergency response. JAMA. 2020;323(16):1545–6.CrossRef
6.
go back to reference Carter E, Currie CC, Asuni A, Goldsmith R, Toon G, Horridge C, et al. The first six weeks—setting up a UK urgent dental care centre during the COVID-19 pandemic. Br Dent J. 2020;228(11):842–8.CrossRef Carter E, Currie CC, Asuni A, Goldsmith R, Toon G, Horridge C, et al. The first six weeks—setting up a UK urgent dental care centre during the COVID-19 pandemic. Br Dent J. 2020;228(11):842–8.CrossRef
7.
go back to reference Patil S, Moafa IH, Bhandi S, Jafer MA, Khan SS, Khan S, et al. Dental care and personal protective measures for dentists and non-dental health care workers. Dis Mon. 2020;66(9):101056.CrossRef Patil S, Moafa IH, Bhandi S, Jafer MA, Khan SS, Khan S, et al. Dental care and personal protective measures for dentists and non-dental health care workers. Dis Mon. 2020;66(9):101056.CrossRef
8.
go back to reference Mesa Vieira C, Franco OH, Gómez Restrepo C, Abel T. COVID-19: the forgotten priorities of the pandemic. Maturitas. 2020;136:38–41.CrossRef Mesa Vieira C, Franco OH, Gómez Restrepo C, Abel T. COVID-19: the forgotten priorities of the pandemic. Maturitas. 2020;136:38–41.CrossRef
9.
go back to reference Lew HL, Oh-Park M, Cifu DX. The war on COVID-19 pandemic: role of rehabilitation professionals and hospitals. Am J Phys Med Rehabil. 2020;99(7):571–2.CrossRef Lew HL, Oh-Park M, Cifu DX. The war on COVID-19 pandemic: role of rehabilitation professionals and hospitals. Am J Phys Med Rehabil. 2020;99(7):571–2.CrossRef
10.
go back to reference Linn AJ, van Weert JCM, Gebeyehu BG, Sanders R, Diviani N, Smit EG, et al. Patients’ online information-seeking behavior throughout treatment: the impact on medication beliefs and medication adherence. Health Commun. 2019;34(12):1461–8.CrossRef Linn AJ, van Weert JCM, Gebeyehu BG, Sanders R, Diviani N, Smit EG, et al. Patients’ online information-seeking behavior throughout treatment: the impact on medication beliefs and medication adherence. Health Commun. 2019;34(12):1461–8.CrossRef
11.
go back to reference Jabaley CS, Blum JM, Groff RF, O’Reilly-Shah VN. Global trends in the awareness of sepsis: insights from search engine data between 2012 and 2017. Crit Care. 2018;22(1):7.CrossRef Jabaley CS, Blum JM, Groff RF, O’Reilly-Shah VN. Global trends in the awareness of sepsis: insights from search engine data between 2012 and 2017. Crit Care. 2018;22(1):7.CrossRef
12.
go back to reference Guo H, Zhou Y, Liu X, Tan J. The impact of the COVID-19 epidemic on the utilization of emergency dental services. J Dent Sci. 2020;15(4):564–7.CrossRef Guo H, Zhou Y, Liu X, Tan J. The impact of the COVID-19 epidemic on the utilization of emergency dental services. J Dent Sci. 2020;15(4):564–7.CrossRef
13.
go back to reference Hua J, Chen R, Zhao L, Wu X, Guo Q, He C, et al. Epidemiological features and medical care-seeking process of patients with COVID-19 in Wuhan, China. ERJ Open Res. 2020;6(2):00142–2020.CrossRef Hua J, Chen R, Zhao L, Wu X, Guo Q, He C, et al. Epidemiological features and medical care-seeking process of patients with COVID-19 in Wuhan, China. ERJ Open Res. 2020;6(2):00142–2020.CrossRef
14.
go back to reference Bernabe E, Marcenes W, Hernandez CR, Bailey J, Abreu LG, Alipour V, et al. Global, regional, and national levels and trends in burden of oral conditions from 1990 to 2017: a systematic analysis for the global burden of disease 2017 study. J Dent Res. 2020;99(4):362–73.CrossRef Bernabe E, Marcenes W, Hernandez CR, Bailey J, Abreu LG, Alipour V, et al. Global, regional, and national levels and trends in burden of oral conditions from 1990 to 2017: a systematic analysis for the global burden of disease 2017 study. J Dent Res. 2020;99(4):362–73.CrossRef
15.
go back to reference Baiju R, Peter E, Varghese N, Sivaram R. Oral health and quality of life: current concepts. J Clin Diagn Res. 2017;11(6):ZE21.PubMedPubMedCentral Baiju R, Peter E, Varghese N, Sivaram R. Oral health and quality of life: current concepts. J Clin Diagn Res. 2017;11(6):ZE21.PubMedPubMedCentral
16.
go back to reference 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-zc6. 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-zc6.
17.
go back to reference Dalanon J, Matsuka Y. A 10-year analysis of internet search trends of the oral health−seeking behavior of Filipinos. Poverty & Public Policy. 2020;12(2):175–87.CrossRef Dalanon J, Matsuka Y. A 10-year analysis of internet search trends of the oral health−seeking behavior of Filipinos. Poverty & Public Policy. 2020;12(2):175–87.CrossRef
18.
go back to reference 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.CrossRef 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.CrossRef
19.
go back to reference Maheswaran T, Ramesh V, Krishnan A, Joseph J. Common chief complaints of patients seeking treatment in the government dental institution of Puducherry, India. J Indian Acad Dent Spec Res. 2015;2:55–8.CrossRef Maheswaran T, Ramesh V, Krishnan A, Joseph J. Common chief complaints of patients seeking treatment in the government dental institution of Puducherry, India. J Indian Acad Dent Spec Res. 2015;2:55–8.CrossRef
20.
go back to reference Draidy Y, Al-Olaimat AF, Hyasat A, Othman EF, Al SB. The Most common chief complaint among Jordanian children at first dental visit. Pak Oral Dental J. 2014;34(2):549–64. Draidy Y, Al-Olaimat AF, Hyasat A, Othman EF, Al SB. The Most common chief complaint among Jordanian children at first dental visit. Pak Oral Dental J. 2014;34(2):549–64.
21.
go back to reference Simpsons S, Sumner O, Holliday R, Currie CC, Hind V, Lush N, et al. Paediatric Dentistry and the coronavirus (COVID-19) response in the North East of England and North Cumbria. medRxiv. 2020:2020.06.02.20114967. Simpsons S, Sumner O, Holliday R, Currie CC, Hind V, Lush N, et al. Paediatric Dentistry and the coronavirus (COVID-19) response in the North East of England and North Cumbria. medRxiv. 2020:2020.06.02.20114967.
22.
go back to reference Hessari H, Vehkalahti MM, Eghbal MJ, Murtomaa HT. Oral health among 35- to 44-year-old Iranians. Med Princ Pract. 2007;16(4):280–5.CrossRef Hessari H, Vehkalahti MM, Eghbal MJ, Murtomaa HT. Oral health among 35- to 44-year-old Iranians. Med Princ Pract. 2007;16(4):280–5.CrossRef
24.
go back to reference Ahmadi H, Ebrahimi A, Ghorbani F. The impact of COVID-19 pandemic on dental practice in Iran: a questionnaire-based report. BMC Oral Health. 2020;20(1):354.CrossRef Ahmadi H, Ebrahimi A, Ghorbani F. The impact of COVID-19 pandemic on dental practice in Iran: a questionnaire-based report. BMC Oral Health. 2020;20(1):354.CrossRef
25.
go back to reference Sarkarat F, Tootoonchian A, Haraji A, Rastegarmoghaddam Shaldoozi H, Mostafavi M, Naghibi Sistani SMM. Evaluation of dentistry staff involvement with COVID-19 in the first 3 month of epidemiologic spreading in Iran. Res Dent Sci. 2020;17(2):137–45.CrossRef Sarkarat F, Tootoonchian A, Haraji A, Rastegarmoghaddam Shaldoozi H, Mostafavi M, Naghibi Sistani SMM. Evaluation of dentistry staff involvement with COVID-19 in the first 3 month of epidemiologic spreading in Iran. Res Dent Sci. 2020;17(2):137–45.CrossRef
26.
go back to reference Nuti SV, Wayda B, Ranasinghe I, Wang S, Dreyer RP, Chen SI, et al. The use of google trends in health care research: a systematic review. PLoS ONE. 2014;9(10):e109583.CrossRef Nuti SV, Wayda B, Ranasinghe I, Wang S, Dreyer RP, Chen SI, et al. The use of google trends in health care research: a systematic review. PLoS ONE. 2014;9(10):e109583.CrossRef
27.
go back to reference Djalalinia S, Modirian M, Sheidaei A, Yoosefi M, Zokaiee H, Damirchilu B, et al. Protocol design for large-scale cross-sectional studies of surveillance of risk factors of non-communicable diseases in Iran: STEPs 2016. Arch Iran Med. 2017;20(9):608–16.PubMed Djalalinia S, Modirian M, Sheidaei A, Yoosefi M, Zokaiee H, Damirchilu B, et al. Protocol design for large-scale cross-sectional studies of surveillance of risk factors of non-communicable diseases in Iran: STEPs 2016. Arch Iran Med. 2017;20(9):608–16.PubMed
28.
go back to reference Salehi MJ. Ranking Iran’s provinces based on human development and human capital indices. Q J Res Plan Higher Educ. 2018;24(1):27–49. Salehi MJ. Ranking Iran’s provinces based on human development and human capital indices. Q J Res Plan Higher Educ. 2018;24(1):27–49.
29.
go back to reference Taghipour N, Amini H, Mosaferi M, Yunesian M, Pourakbar M, Taghipour H. National and sub-national drinking water fluoride concentrations and prevalence of fluorosis and of decayed, missed, and filled teeth in Iran from 1990 to 2015: a systematic review. Environ Sci Pollut Res. 2016;23(6):5077–98.CrossRef Taghipour N, Amini H, Mosaferi M, Yunesian M, Pourakbar M, Taghipour H. National and sub-national drinking water fluoride concentrations and prevalence of fluorosis and of decayed, missed, and filled teeth in Iran from 1990 to 2015: a systematic review. Environ Sci Pollut Res. 2016;23(6):5077–98.CrossRef
30.
go back to reference Wasserstein RL, Schirm AL, Lazar NA. Moving to a World Beyond “p < 0.05”. The American Statistician. 2019;73(sup1):1–19. Wasserstein RL, Schirm AL, Lazar NA. Moving to a World Beyond “p < 0.05”. The American Statistician. 2019;73(sup1):1–19.
32.
go back to reference Mariño R, Zaror C. Economic evaluations in water-fluoridation: a scoping review. BMC oral health. 2020;20(1):115.CrossRef Mariño R, Zaror C. Economic evaluations in water-fluoridation: a scoping review. BMC oral health. 2020;20(1):115.CrossRef
33.
go back to reference McDonagh MS, Whiting PF, Wilson PM, Sutton AJ, Chestnutt I, Cooper J, et al. Systematic review of water fluoridation. BMJ. 2000;321(7265):855–9.CrossRef McDonagh MS, Whiting PF, Wilson PM, Sutton AJ, Chestnutt I, Cooper J, et al. Systematic review of water fluoridation. BMJ. 2000;321(7265):855–9.CrossRef
34.
go back to reference Shoaee S, Sharifi F, Parsa PG, Sofi-Mahmudi A. Dental caries among the elderly in Iran: a meta-analysis. medRxiv. 2020. Shoaee S, Sharifi F, Parsa PG, Sofi-Mahmudi A. Dental caries among the elderly in Iran: a meta-analysis. medRxiv. 2020.
35.
go back to reference Sadri G, Mahjub H. Tobacco smoking and oral cancer: a meta-analysis. J Res Health Sci. 2007;7(1):18–23.PubMed Sadri G, Mahjub H. Tobacco smoking and oral cancer: a meta-analysis. J Res Health Sci. 2007;7(1):18–23.PubMed
36.
37.
go back to reference Benedetti G, Campus G, Strohmenger L, Lingström P. Tobacco and dental caries: a systematic review. Acta Odontol Scand. 2013;71(3–4):363–71.CrossRef Benedetti G, Campus G, Strohmenger L, Lingström P. Tobacco and dental caries: a systematic review. Acta Odontol Scand. 2013;71(3–4):363–71.CrossRef
38.
go back to reference Kazemian A. Iranian dentistry. J Am Coll Dent. 2018;85(1):19–22. Kazemian A. Iranian dentistry. J Am Coll Dent. 2018;85(1):19–22.
39.
go back to reference Kämppi A, Tanner T, Päkkilä J, Patinen P, Järvelin MR, Tjäderhane L, et al. Geographical distribution of dental caries prevalence and associated factors in young adults in Finland. Caries Res. 2013;47(4):346–54.CrossRef Kämppi A, Tanner T, Päkkilä J, Patinen P, Järvelin MR, Tjäderhane L, et al. Geographical distribution of dental caries prevalence and associated factors in young adults in Finland. Caries Res. 2013;47(4):346–54.CrossRef
42.
go back to reference Grimes DA, Schulz KF. Bias and causal associations in observational research. Lancet. 2002;359(9302):248–52.CrossRef Grimes DA, Schulz KF. Bias and causal associations in observational research. Lancet. 2002;359(9302):248–52.CrossRef
Metadata
Title
Association of COVID-19-imposed lockdown and online searches for toothache in Iran
Authors
Ahmad Sofi-Mahmudi
Erfan Shamsoddin
Peyman Ghasemi
Ali Mehrabi Bahar
Mansour Shaban Azad
Ghasem Sadeghi
Publication date
01-12-2021
Publisher
BioMed Central
Keyword
COVID-19
Published in
BMC Oral Health / Issue 1/2021
Electronic ISSN: 1472-6831
DOI
https://doi.org/10.1186/s12903-021-01428-z

Other articles of this Issue 1/2021

BMC Oral Health 1/2021 Go to the issue