A Bibliometric Analysis of Literature on Covid-19 And Mental Health

Authors

  • Parveen Rani Akal University, Talwandi Sabo, Bathinda, Punjab, India
  • Arvind Yadav Akal University, Talwandi Sabo, Bathinda, Punjab, India
  • Dinesh Kumar All India Institutional of Medical Sciences, Vijaypur, Jammu, J&K, India
  • Jyoti Pandey Government Arts and Science College, Bavla, Ahmedabad, Gujarat, India
  • Mubashir Gull Akal University, Talwandi Sabo, Bathinda, Punjab, India
  • Mohd Arshad Ansari Akal University, Talwandi Sabo, Bathinda, Punjab, India
  • Shantanu Ghosh SRM University, Mangalagiri, Guntur, Andhra Pradesh, India
  • Bhavna Sahni ASCOMS and Hospital, Sidhra, Jammu, J&K, India

DOI:

https://doi.org/10.55489/njcm.130920222131

Keywords:

Literature, COVID-19, Scopus, Mental Health, Bibliometric Analysis

Abstract

Purpose: The present study analyzed the existing literature related to COVID 19 and Mental Health by using the technique of bibliometric analysis which may serve as guide-map for future researchers and policy makers.

Method: Bibliometric analysis is conducted in the present study by using various techniques like citation analysis, co-citation analysis, co-occurrence of keywords, thematic mapping by using visualization of similarities (VOS) viewer open-source software and R-based bibliometrix.

Results: The study highlighted the most significant journals, authors, co-cited authors, institutions, keywords co-occurrence, and most cited articles in the area of COVID-19 and Mental Health on the basis of bibliometric analysis of 149 studies taken from the database of Scopus for the past three years (2020–first quarter of 2022). Also, authors identified few relevant themes such as Economic Effects of COVID-19, COVID-19 and its Impact on Healthcare workers, COVID-19 and its Impact on Patients and General Population as important emerging key areas for further research.

Conclusion: We have highlighted significant citations, co-citations and keywords co-occurrence to summarize the literature. The present bibliometric study convincingly confirms the effect of COVID 19 pandemic on mental health and provides enough evidence to advocate formulation of strategies to tackle mental health issues.

References

Statement on the second meeting of the International Health Regulations (2005) Emergency Committee regarding the outbreak of novel coronavirus (2019-nCoV) [Internet]. 2020 [cited 2022 Jul 13]. Available from: https://www.who.int/news/item/30-01-2020-statement-on-the-second-meeting-of-the-international-health-regulations-(2005)-emergency-committee-regarding-the-outbreak-of-novel-coronavirus-(2019-ncov)

Nicola M, Alsafi Z, Sohrabi C, Kerwan A, Al-Jabir A, Iosifidis C, et al. The socio-economic implications of the coronavirus pandemic (COVID-19): A review. Int J Surg. 2020 Jun;78:185-93. Doi: https://doi.org/10.1016/j.ijsu.2020.04.018 PMid:32305533 PMCid:PMC7162753

Bao Y, Sun Y, Meng S, Shi J, Lu L. 2019-nCoV epidemic: address mental health care to empower society. The Lancet. 2020;395(10224):e37-8. Doi: https://doi.org/10.1016/S0140-6736(20)30309-3

Pulvirenti F, Cinetto F, Milito C, Bonanni L, Pesce AM, Leodori G, et al. Health-related quality of life in common variable immunodefi-ciency Italian patients switched to remote assistance during the COVID-19 pandemic. J Allergy Clin Immunol Pract. 2020;8(6):1894-1899.e2. Doi: https://doi.org/10.1016/j.jaip.2020.04.003 PMid:32278865 PMCid:PMC7195351

Wu P, Hao X, Lau EHY, Wong JY, Leung KSM, Wu JT, et al. Real-time tentative assessment of the epidemiological characteristics of novel coronavirus infections in Wuhan, China, as at 22 January 2020. Euro Surveill. 2020 Jan;25(3). Doi: https://doi.org/10.2807/1560-7917.ES.2020.25.3.2000044

Tan W, Hao F, McIntyre RS, Jiang L, Jiang X, Zhang L, et al. Is returning to work during the COVID-19 pandemic stressful? A study on immediate mental health status and psychoneuroimmunity prevention measures of Chinese workforce. Brain Behav Immun. 2020 Jul;87:84-92. Doi: https://doi.org/10.1016/j.bbi.2020.04.055 PMid:32335200 PMCid:PMC7179503

Dubey S, Biswas P, Ghosh R, Chatterjee S, Dubey MJ, Chatterjee S, et al. Psychosocial impact of COVID-19. Diabetes Metab Syndr. 2020;14(5):779-88. Doi: https://doi.org/10.1016/j.dsx.2020.05.035 PMid:32526627 PMCid:PMC7255207

Thakur V, Jain A. COVID 2019-suicides: A global psychological pandemic. Brain Behav Immun. 2020;88:952-3. Doi: https://doi.org/10.1016/j.bbi.2020.04.062 PMid:32335196 PMCid:PMC7177120

Mamun MA, Ullah I. COVID-19 suicides in Pakistan, dying off not COVID-19 fear but poverty? - The forthcoming economic challeng-es for a developing country. Brain Behav Immun. 2020;87:163-6. Doi: https://doi.org/10.1016/j.bbi.2020.05.028 PMid:32407859 PMCid:PMC7212955

McIntyre RS, Lee Y. Projected increases in suicide in Canada as a consequence of COVID-19. Psychiatry Res. 2020 Aug;290:113104. Doi: https://doi.org/10.1016/j.psychres.2020.113104 PMid:32460184 PMCid:PMC7236718

UN leads call to protect most vulnerable from mental health crisis during and after COVID-19 [Internet]. UN News. 2020 [cited 2022 Jul 13]. Available from: https://news.un.org/en/story/2020/05/1063882

Liu Y, Li J, Feng Y. Critical care response to a hospital outbreak of the 2019-nCoV infection in Shenzhen, China. Crit Care. 2020;24(1):56. Doi: https://doi.org/10.1186/s13054-020-2786-x PMid:32070391 PMCid:PMC7029610

Greenberg N, Docherty M, Gnanapragasam S, Wessely S. Managing mental health challenges faced by healthcare workers during covid-19 pandemic. BMJ. 2020 Mar 26;368:m1211. Doi: https://doi.org/10.1136/bmj.m1211 PMid:32217624

Zandifar A, Badrfam R. Iranian mental health during the COVID-19 epidemic. Asian J Psychiatr. 2020 Jun;51:101990. Doi: https://doi.org/10.1016/j.ajp.2020.101990 PMid:32163908 PMCid:PMC7128485

Shigemura J, Ursano RJ, Morganstein JC, Kurosawa M, Benedek DM. Public responses to the novel 2019 coronavirus (2019-nCoV) in Japan: Mental health consequences and target populations. Psychiatry Clin Neurosci. 2020 Apr;74(4):281-2. Doi: https://doi.org/10.1111/pcn.12988 PMid:32034840 PMCid:PMC7168047

Dong L, Bouey J. Public Mental health crisis during COVID-19 pandemic, China. Emerg Infect Dis. 2020 Jul;26(7):1616-8. Doi: https://doi.org/10.3201/eid2607.200407 PMid:32202993 PMCid:PMC7323564

Duan L, Zhu G. Psychological interventions for people affected by the COVID-19 epidemic. Lancet Psychiatry. 2020 Apr;7(4):300-2. Doi: https://doi.org/10.1016/S2215-0366(20)30073-0

Lima CKT, Carvalho PM de M, Lima I de AAS, Nunes JVA de O, Saraiva JS, de Souza RI, et al. The emotional impact of Coronavirus 2019-nCoV (new Coronavirus disease). Psychiatry Res. 2020 May;287:112915. Doi: https://doi.org/10.1016/j.psychres.2020.112915 PMid:32199182 PMCid:PMC7195292

Asmundson GJG, Taylor S. Coronaphobia: Fear and the 2019-nCoV outbreak. J Anxiety Disord. 2020;70:102196. Doi: https://doi.org/10.1016/j.janxdis.2020.102196 PMid:32078967 PMCid:PMC7134790

Asmundson GJG, Taylor S. How health anxiety influences responses to viral outbreaks like COVID-19: What all decision-makers, health authorities, and health care professionals need to know. J Anxiety Disord. 2020;71:102211. Doi: https://doi.org/10.1016/j.janxdis.2020.102211 PMid:32179380 PMCid:PMC7271220

Kang L, Li Y, Hu S, Chen M, Yang C, Yang BX, et al. The mental health of medical workers in Wuhan, China dealing with the 2019 novel coronavirus. Lancet Psychiatry. 2020 Mar;7(3):e14. Doi: https://doi.org/10.1016/S2215-0366(20)30047-X

Yao H, Chen JH, Xu YF. Rethinking online mental health services in China during the COVID-19 epidemic. Asian J Psychiatr. 2020 Apr;50:102015. Doi: https://doi.org/10.1016/j.ajp.2020.102015 PMid:32247261 PMCid:PMC7271098

Zhu Y, Chen L, Ji H, Xi M, Fang Y, Li Y. The risk and prevention of novel coronavirus pneumonia infections among inpatients in psychi-atric hospitals. Neurosci Bull. 2020 Mar;36(3):299-302. Doi: https://doi.org/10.1007/s12264-020-00476-9 PMid:32096116 PMCid:PMC7056754

Liem A, Wang C, Wariyanti Y, Latkin CA, Hall BJ. The neglected health of international migrant workers in the COVID-19 epidemic. Lancet Psychiatry. 2020 Apr;7(4):e20. Doi: https://doi.org/10.1016/S2215-0366(20)30076-6

Ho CS, Chee CY, Ho RC. Mental health strategies to combat the psychological impact of coronavirus disease 2019 (COVID-19) beyond paranoia and panic. Ann Acad Med Singap. 2020 Mar 16;49(3):155-60. Doi: https://doi.org/10.47102/annals-acadmedsg.202043 PMid:32200399

Donthu N, Kumar S, Pattnaik D. Forty-five years of Journal of Business Research: A bibliometric analysis. Journal of Business Re-search. 2020;109(C):1-14. Doi: https://doi.org/10.1016/j.jbusres.2019.10.039

De Bakker FGA, Groenewegen P, Den Hond F. A bibliometric analysis of 30 Years of research and theory on corporate social respon-sibility and corporate social performance. Business & Society. 2005;44(3):283-317. Doi: https://doi.org/10.1177/0007650305278086

Martin K, Holz T, Woodward G, Cameron M. Exploring the impact of a peer-led education group for loved ones of individuals with borderline personality disorder: A pilot study. Contemporary Family Therapy. 2020;42(3):240-9. Doi: https://doi.org/10.1007/s10591-020-09543-9

Merigó JM, Pedrycz W, Weber R, de la Sotta C. Fifty years of information sciences: A bibliometric overview. Information Sciences. 2018;432:245-68. Doi: https://doi.org/10.1016/j.ins.2017.11.054

Cobo M j., López-Herrera A g., Herrera-Viedma E, Herrera F. Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology. 2011;62(7):1382-402. Doi: https://doi.org/10.1002/asi.21525

Mishra M, Sudarsan D, Santos CAG, Mishra SK, Kar D, Baral K, et al. An overview of research on natural resources and indigenous communities: a bibliometric analysis based on Scopus database (1979-2020). Environ Monit Assess. 2021;193(2):59. Doi: https://doi.org/10.1007/s10661-020-08793-2 PMid:33442808

Koseoglu MA. Growth and structure of authorship and co-authorship network in the strategic management realm: Evidence from the Strategic Management Journal. BRQ Business Research Quarterly. 2016;19(3):153-70. Doi: https://doi.org/10.1016/j.brq.2016.02.001

Laengle S, Merigó JM, Miranda J, Słowiński R, Bomze I, Borgonovo E, et al. Forty years of the European Journal of Operational Re-search: A bibliometric overview. European Journal of Operational Research. 2017;262(3):803-16. Doi: https://doi.org/10.1016/j.ejor.2017.04.027

Waltman L, van Eck NJ, Noyons ECM. A unified approach to mapping and clustering of bibliometric networks. Journal of Informet-rics. 2010;4(4):629-35. Doi: https://doi.org/10.1016/j.joi.2010.07.002

Donthu N, Kumar S, Mukherjee D, Pandey N, Lim WM. How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research. 2021;133:285-96. Doi: https://doi.org/10.1016/j.jbusres.2021.04.070

Goyal P, Rahman Z, Kazmi AA. Corporate sustainability performance and firm performance research: Literature review and future research agenda. Management Decision. 2013;51(2):361-79. Doi: https://doi.org/10.1108/00251741311301867

Ngai EWT. Customer relationship management research (1992‐2002): An academic literature review and classification. Marketing Intelligence & Planning. 2005;23(6):582-605. Doi: https://doi.org/10.1108/02634500510624147

Saha I, Ghosh N, Maity D, Sharma N, Mitra K. Inferring the genetic variability in Indian SARS-CoV-2 genomes using consensus of mul-tiple sequence alignment techniques. Infect Genet Evol. 2020 Nov;85:104522. Doi: https://doi.org/10.1016/j.meegid.2020.104522 PMid:32889094 PMCid:PMC7462517

Cisneros L, Ibanescu M, Keen C, Lobato-Calleros O, Niebla-Zatarain J. Bibliometric study of family business succession between 1939 and 2017: mapping and analyzing authors' networks. Scientometrics. 2018;117(2):919-51. Doi: https://doi.org/10.1007/s11192-018-2889-1

Mody MA, Hanks L, Cheng M. Sharing economy research in hospitality and tourism: A critical review using bibliometric analysis, content analysis and a quantitative systematic literature review. International Journal of Contemporary Hospitality Management. 2021 Jan 1;33(5):1711-45. Doi: https://doi.org/10.1108/IJCHM-12-2020-1457

Moyle B, Moyle C lee, Ruhanen L, Weaver D, Hadinejad A. Are we really progressing sustainable tourism research? A bibliometric analysis. Journal of Sustainable Tourism. 2021;29(1):106-22. Doi: https://doi.org/10.1080/09669582.2020.1817048

Shahbaz M, Bashir MF, Bashir MA, Shahzad L. A bibliometric analysis and systematic literature review of tourism-environmental degradation nexus. Environ Sci Pollut Res Int. 2021;28(41):58241-57. Doi: https://doi.org/10.1007/s11356-021-14798-2 PMid:34110589

del Río-Rama M de la C, Maldonado-Erazo CP, Álvarez-García J, Durán-Sánchez A. Cultural and natural resources in tourism island: Bibliometric mapping. Sustainability. 2020;12(2):724. Doi: https://doi.org/10.3390/su12020724

Fahimnia B, Sarkis J, Davarzani H. Green supply chain management: A review and bibliometric analysis. International Journal of Production Economics. 2015;162:101-14. Doi: https://doi.org/10.1016/j.ijpe.2015.01.003

Strotmann A, Zhao D. An 80/20 data quality law for professional scientometrics? ISSI. 2015;1218-9. https://www.issi-society.org/proceedings/issi_2015/1218.pdf

Harzing AW, Alakangas S. Google Scholar, Scopus and the Web of Science: A longitudinal and cross-disciplinary comparison. Scien-tometrics. 2016;106(2):787-804. Doi: https://doi.org/10.1007/s11192-015-1798-9

Rajkumar RP. COVID-19 and mental health: A review of the existing literature. Asian J Psychiatr. 2020 Aug;52:102066. Doi: https://doi.org/10.1016/j.ajp.2020.102066 PMid:32302935 PMCid:PMC7151415

Roy D, Tripathy S, Kar SK, Sharma N, Verma SK, Kaushal V. Study of knowledge, attitude, anxiety & perceived mental healthcare need in Indian population during COVID-19 pandemic. Asian Journal of Psychiatry. 2020 Jun 1;51:102083. Doi: https://doi.org/10.1016/j.ajp.2020.102083 PMid:32283510 PMCid:PMC7139237

Spoorthy MS, Pratapa SK, Mahant S. Mental health problems faced by healthcare workers due to the COVID-19 pandemic-A review. Asian J Psychiatr. 2020 Jun;51:102119. Doi: https://doi.org/10.1016/j.ajp.2020.102119 PMid:32339895 PMCid:PMC7175897

Singh S, Roy D, Sinha K, Parveen S, Sharma G, Joshi G. Impact of COVID-19 and lockdown on mental health of children and adoles-cents: A narrative review with recommendations. Psychiatry Res. 2020 Nov;293:113429. Doi: https://doi.org/10.1016/j.psychres.2020.113429 PMid:32882598 PMCid:PMC7444649

Banerjee D, Rai M. Social isolation in Covid-19: The impact of loneliness. Int J Soc Psychiatry. 2020 Sep 1;66(6):525-7. Doi: https://doi.org/10.1177/0020764020922269 PMid:32349580 PMCid:PMC7405628

Banerjee D. The COVID-19 outbreak: Crucial role the psychiatrists can play. Asian J Psychiatr. 2020 Apr;50:102014. Doi: https://doi.org/10.1016/j.ajp.2020.102014 PMid:32240958 PMCid:PMC7270773

Krishnamoorthy Y, Nagarajan R, Saya GK, Menon V. Prevalence of psychological morbidities among general population, healthcare workers and COVID-19 patients amidst the COVID-19 pandemic: A systematic review and meta-analysis. Psychiatry Res. 2020 Nov;293:113382. Doi: https://doi.org/10.1016/j.psychres.2020.113382 PMid:32829073 PMCid:PMC7417292

Hossain MM, Sultana A, Purohit N. Mental health outcomes of quarantine and isolation for infection prevention: a systematic um-brella review of the global evidence. Epidemiol Health. 2020;42:e2020038. Doi: https://doi.org/10.4178/epih.e2020038 PMid:32512661 PMCid:PMC7644933

Kumar A, Nayar KR. COVID 19 and its mental health consequences. Journal of Mental Health. 2021 Jan 2;30(1):1-2. Doi: https://doi.org/10.1080/09638237.2020.1757052 PMid:32339041

Ghosh R, Dubey MJ, Chatterjee S, Dubey S. Impact of COVID -19 on children: special focus on the psychosocial aspect. Minerva Pedi-atr. 2020 Jun;72(3):226-35. Doi: https://doi.org/10.23736/S0026-4946.20.05887-9 PMid:32613821

Dsouza DD, Quadros S, Hyderabadwala ZJ, Mamun MA. Aggregated COVID-19 suicide incidences in India: Fear of COVID-19 infection is the prominent causative factor. Psychiatry Res. 2020 Aug;290:113145. Doi: https://doi.org/10.1016/j.psychres.2020.113145 PMid:32544650 PMCid:PMC7832713

Pirkis J, John A, Shin S, DelPozo-Banos M, Arya V, Analuisa-Aguilar P, et al. Suicide trends in the early months of the COVID-19 pan-demic: an interrupted time-series analysis of preliminary data from 21 countries. The Lancet Psychiatry. 2021 Jul 1;8(7):579-88. Doi: https://doi.org/10.1016/S2215-0366(21)00091-2

Rehman U, Shahnawaz MG, Khan NH, Kharshiing KD, Khursheed M, Gupta K, et al. Depression, anxiety and stress among Indians in times of Covid-19 lockdown. Community Ment Health J. 2021;57(1):42-8. Doi: https://doi.org/10.1007/s10597-020-00664-x PMid:32577997 PMCid:PMC7309680

Saurabh K, Ranjan S. Compliance and psychological impact of quarantine in children and adolescents due to Covid-19 pandemic. In-dian J Pediatr. 2020 Jul;87(7):532-6. Doi: https://doi.org/10.1007/s12098-020-03347-3 PMid:32472347 PMCid:PMC7257353

Barkur G, Vibha null, Kamath GB. Sentiment analysis of nationwide lockdown due to COVID 19 outbreak: Evidence from India. Asian J Psychiatr. 2020 Jun;51:102089. Doi: https://doi.org/10.1016/j.ajp.2020.102089 PMid:32305035 PMCid:PMC7152888

Varshney M, Parel JT, Raizada N, Sarin SK. Initial psychological impact of COVID-19 and its correlates in Indian Community: An online (FEEL-COVID) survey. PLOS ONE. 2020 May 29;15(5):e0233874. Doi: https://doi.org/10.1371/journal.pone.0233874 PMid:32470088 PMCid:PMC7259495

Kola L, Kohrt BA, Hanlon C, Naslund JA, Sikander S, Balaji M, et al. COVID-19 mental health impact and responses in low-income and middle-income countries: reimagining global mental health. The Lancet Psychiatry. 2021 Jun 1;8(6):535-50. Doi: https://doi.org/10.1016/S2215-0366(21)00025-0

Verma S, Mishra A. Depression, anxiety, and stress and socio-demographic correlates among general Indian public during COVID-19. Int J Soc Psychiatry. 2020 Dec;66(8):756-62. Doi: https://doi.org/10.1177/0020764020934508 PMid:32567466

Ammar A, Trabelsi K, Brach M, Chtourou H, Boukhris O, Masmoudi L, et al. Effects of home confinement on mental health and life-style behaviours during the COVID-19 outbreak: insights from the ECLB-COVID19 multicentre study. Biol Sport. 2021 Mar;38(1):9-21. Doi: https://doi.org/10.5114/biolsport.2020.96857 PMid:33795912 PMCid:PMC7996377

Das R, Jain KK, Mishra SK. Archival research: a neglected method in organization studies. Benchmarking: An International Journal. 2018;25(1):138-55. Doi: https://doi.org/10.1108/BIJ-08-2016-0123

Small H. Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science. 1973;24(4):265-9. Doi: https://doi.org/10.1002/asi.4630240406

Castro VF de, Frazzon EM. Benchmarking of best practices: an overview of the academic literature. Benchmarking: An International Journal. 2017;24(3):750-74. Doi: https://doi.org/10.1108/BIJ-03-2016-0031

Xiong J, Lipsitz O, Nasri F, Lui LMW, Gill H, Phan L, et al. Impact of COVID-19 pandemic on mental health in the general population: A systematic review. J Affect Disord. 2020;277:55-64. Doi: https://doi.org/10.1016/j.jad.2020.08.001 PMid:32799105 PMCid:PMC7413844

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2022-09-30

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Rani P, Yadav A, Kumar D, Pandey J, Gull M, Ansari MA, Ghosh S, Sahni B. A Bibliometric Analysis of Literature on Covid-19 And Mental Health. Natl J Community Med [Internet]. 2022 Sep. 30 [cited 2024 Nov. 8];13(09):642-50. Available from: https://njcmindia.com/index.php/file/article/view/2131

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