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Original article| Volume 19, 101191, January 2023

Impact of clinical pharmacist's educational intervention tools in enhancing public awareness and perception of antibiotic use: A randomized control trial

Open AccessPublished:December 07, 2022DOI:https://doi.org/10.1016/j.cegh.2022.101191

      Abstract

      Introduction

      In most developing countries, antimicrobial resistance is a public threat, and insufficient knowledge of antibiotics among the public adds to it. This study aimed to determine the efficacy of the clinical pharmacist's pamphlets and video-based educational tools to address the public's knowledge, attitude, and practice gaps on antibiotic use.

      Methods

      This was a pre-and post-intervention cohort study of the adult population in South India who can read and understand Tamil or English. The study participants were designated into two groups-usual care group (pamphlet-based) and interventional group (video-based), with a pre-intervention assessment using a self-administered questionnaire, followed by an educational intervention by a clinical pharmacist, and finally, a post-intervention assessment after three months.

      Result

      Of the162 respondents, the majority were female (58%), in the age group of 26–35 (30%), with intermediate education (43%) from a middle-income family. The mean score calculated for each domain among the two groups: knowledge score (Pamphlet based-Pre: 2.26 ± 1.13; post: 3.23 ± 1.02), (Video based-Pre: 2.22 ± 1.45; post: 3.95 ± 0.89), Attitude score (Pamphlet based-Pre: 2.53 ± 1.96; post: 3.23 ± 0.9), (Video based-Pre: 2.39 ± 1.81; post: 4.21 ± 1.35), Practice score (Pamphlet based-Pre: 2.19 ± 1.02; post: 4.46 ± 1.81). A significant improvement was observed in all domains of the video-based counselling group compared to the pamphlet-based (p < 0.001).

      Conclusion

      Clinical pharmacists can effectively help in combating growing catastrophic AMR. Newer technologies need to be deployed in healthcare to educate the unreached. This study gives an insight into the technology-supported educational tool to provide awareness to the public effectively.

      Keywords

      1. Introduction

      Antibiotics are an essential class of medication categorized under antimicrobials with the potency to destroy or inhibit the growth and multiplication of bacteria. Antimicrobials, the boon to humankind, saving millions of lives, is now losing their potency due to antibiotic resistance. There are still misconceptions regarding the use of antibiotics and the development of antimicrobial resistance (AMR).
      • Organization W.H.
      Antibiotic Resistance: Multi-Country Public Awareness Survey.
      • Kosiyaporn H.
      • Chanvatik S.
      • Issaramalai T.
      • et al.
      Surveys of knowledge and awareness of antibiotic use and antimicrobial resistance in general population: a systematic review.
      • Bhardwaj K.
      • Shenoy M.S.
      • Baliga S.
      • Unnikrishnan B.
      • Baliga B.S.
      Knowledge, attitude, and practices related to antibiotic use and resistance among the general public of coastal south Karnataka, India – a cross-sectional survey.
      • Barker A.K.
      • Brown K.
      • Ahsan M.
      • Sengupta S.
      • Safdar N.
      Social determinants of antibiotic misuse: a qualitative study of community members in Haryana, India.
      The development of AMR in microorganisms is a natural phenomenon occurring due to adaptation in bacteria over time. As the evolution continues, these bacteria are acquiring more defense against antibiotics, making them ineffective, posing a threat to the public by increasing hospital stays, mortality rates, economic burden, and cost of treatment.
      • Dadgostar P.
      Antimicrobial resistance: implications and costs.
      ,
      • World Health Organization
      Antimicrobial resistance. WHO.
      As per the World Health Organization (WHO) and Centre for Disease Control and Prevention (CDC), soon, the world will face a situation where there is a paucity of antibiotics, even for minor infections.
      • World Health Organization
      Antimicrobial resistance. WHO.
      ,
      Centers for Disease Control and Prevention
      National Center for Emerging and Zoonotic Infectious Diseases (NCEZID), Division of Healthcare Quality Promotion (DHQP). Antibiotic Resistance Questions and Answers. CDC.
      To emphasize the importance of antibiotic use and the potential for antimicrobial resistance, the WHO has introduced the Access, Watch, and Reserve (AWaRe) classification of antibiotics for evaluating and monitoring antibiotic use.
      • World Health Organization
      WHO access, Watch, Reserve (AWaRe) classification of antibiotics for evaluation and monitoring of use.
      The countries enrolled in WHO's Global Antimicrobial Resistance, and Use Surveillance System (GLASS) have revealed widespread antibiotic resistance among 500 000 people with suspected bacterial infections across 22 countries.
      • Lindmeier Christian
      High Levels of Antibiotic Resistance Found Worldwide, New Data Shows.
      The 2020 ICMR report underlines the growing AMR across India. In a developing country like India, a significant population is from rural areas, with limited access to sophisticated healthcare, relying on untrained professionals for therapy,
      IMS Institute for Healthcare Informatics
      Understanding Healthcare Access in India.
      • Rao M.
      • Rao K.D.
      • Kumar A.S.
      • Chatterjee M.
      • Sundararaman T.
      Human resources for health in India.
      • Nandan D.
      • Agarwal D.
      Human resources for health in India: urgent need for reforms.
      leading to unawareness of terms such as "antibiotic resistance".
      • Colgan R.
      • Powers J.H.
      Appropriate antimicrobial prescribing: approaches that limit antibiotic resistance.
      According to the recent MAQART survey, 68% of healthcare is provided by untrained professionals in rural India.
      • Das J.
      • Daniels B.
      • Ashok M.
      • Shim E.Y.
      • Muralidharan K.
      Two Indias: the structure of primary health care markets in rural Indian villages with implications for policy.
      This leads to inappropriate antibiotic use, drug sharing, overuse, not taking the whole course, self-treatment, saving some for the next time, taking unprescribed antibiotics from pharmacists, rising infectious diseases, substandard medicines, misdiagnosis, and lack of testing laboratories. Individuals, policymakers, health professionals, the healthcare industry, and the agriculture sector can significantly impact the prevention and control of antibiotic resistance.
      In WHO's Global Action Plan on Antimicrobial Resistance (AMR) 2015, among the five key priorities, one is to improve the public awareness of antibiotics and AMR. In India, the Red Line Campaign on Antibiotics was launched in 2016 to raise awareness of the rational use of antibiotics. Along with this, National Centre for Disease Control (NCDC) has published National Treatment Guidelines for antimicrobial use in infectious diseases to reduce the incidence of irrational antibiotic prescribing in the country.
      As the preliminary step in implementing the Action plan against the AMR, the public's knowledge, conception, and practice regarding antibiotic use and antimicrobial resistance should be improved. This initiative needs a strong group of highly qualified health professionals to educate the public through various programs. In developed countries, clinical pharmacists were exclusively used to promote rational antibiotic use and educate the public and other fellow healthcare professionals. However, in developing countries, the role of the clinical pharmacist is still underutilized and needs advancement in frontline health services. This study aimed to determine the efficacy of pamphlets and video-based educational tools by the clinical pharmacist to address the public's knowledge, attitude, and practice gaps on antibiotic use.

      2. Methods

      2.1 Study design

      A concurrent parallel group single-blinded randomized control study was undertaken with an allocation ratio of 1:1.

      2.2 Study setting

      The study was conducted at the medical camp by SRM Medical College and Research Centre, Tamil Nādu, from February 2022 to May 2022 among the rural population living in the potheri village (Kattankulathur) of South India using a self-administered structured questionnaire. Based on the total population in the study location, the sample size was calculated, and a questionnaire was administered among participants who visited the camp during the study period. As per the inclusion criteria, the adult population above 18 who were not from a healthcare background and could read and understand Tamil or English were considered for the study.

      2.3 Ethical consideration

      Ethical approval (SRM 2908/IEC/2021) was granted by SRM Institute of Science and Technology, SRM Medical College and Research Centre on 23 November 2021.

      2.3.1 Sample size

      Based on the average number of participants in the pilot study conducted in the same institution, we estimated the minimum sample size to be 162 (95% CI with 5% error), considering a potential 20% dropout. Therefore, 81 participants were randomly assigned to the intervention and usual care groups.

      2.4 Randomization

      A Simple randomization method was used. Based on the random sequence generated using the website (www.randomization.com) to generate the randomization schedule, the participants were randomised at a ratio of 1:1. A third independent entity who is not connected to the study generated the randomization procedure and the study envelopes. Envelopes were used to conceal the allocation and was opened by the clinical pharmacist sequentially at the time of each participant's enrolment.

      2.5 Development of data collection tool

      Data were collected using structured self-administered questionnaires; the questionnaire used here was adapted from the previous study conducted by Bharadwaj et al.
      • Bhardwaj K.
      • Shenoy M.S.
      • Baliga S.
      • Unnikrishnan B.
      • Baliga B.S.
      Knowledge, attitude, and practices related to antibiotic use and resistance among the general public of coastal south Karnataka, India – a cross-sectional survey.
      A clinical pharmacist and microbiologist team confirmed the adapted questionnaire's readability and reliability. The senior faculty from the Department of Tamil further translated the questionnaires into the Tamil language. The participants were allowed to select either Tamil or English questionnaires.
      The questionnaire comprised three main sections. The first section was regarding the socio-demographic characteristics of participants, and the second was regarding the previous history of antibiotic course duration, frequency, and sources. The third section consists of dichotomous questions to assess the respondent's knowledge, attitude, and practice on antibiotic use. Each subsection of Knowledge, Attitude, and Practice consists of 6 questions.

      2.6 Development of educational interventional tool

      The educational tool used in this study were pamphlets and videos which contains concise, simple demonstrations on appropriate antibiotic use and the reasons for antibiotic resistance. The information in the pamphlet and videos were collected from WHO and the Indian Council of Medical Research. The information collected from these sources was simplified and reviewed by a team of clinical pharmacists and Microbiologists. This information was further translated into the Tamil language by one of the professors in the department of Tamil.

      2.7 Data collection

      The aim and objective of the study were thoroughly explained, and consent was taken from the willing participants who had attended the camp. The participants were randomly assigned into two study groups, where the intervention group was provided with video-based counselling, and the usual care group was provided counselling with pamphlet Fig. 1. The study participants' baseline social demographic characteristics, such as age, gender, educational level, occupation, and income level, were collected using a pre-designed data collection form. The self-administered questionnaire was given to both the intervention and usual care groups to evaluate the knowledge, attitude, and practice of antibiotic use. Each correct answer was allocated 1 point. The scores achieved by the participants was not disclosed to avoid bias. Afterward, the participants in the interventional group received video-based counselling by a lead clinical pharmacist. Each participant was provided with information on antibiotic-related information, antibiotic use, risk factors, antimicrobial resistance, and adherence to prescription visually. In the usual care group, the clinical pharmacist provided education regarding the same using a pamphlet. The same questionnaire was reordered and disseminated to the participants in both groups after a cooling period of three months (end of May 2022) through a follow-up telephone call. Their responses were marked down, and scores were calculated.

      2.8 Outcome measure

      The primary outcome of this study was a change in the knowledge, attitude, and practice of antibiotic use. The variation was calculated using the score obtained in the baseline (before counselling) and after 3 months in both the intervention and usual care groups. The impact of the interventional tool was determined using the variation in scores between both groups after three months.

      2.9 Statistical analysis

      The collected data were entered into Microsoft Excel and were analyzed using SPSS statistical software version 20. The participants who completed pre and post-intervention assessment were considered for the final analysis. The association between the demographic characteristics of the participants and the knowledge level was calculated using Pearson's Chi-square test.The difference between pre- and post-intervention was calculated using McNemar's test. Paired t-test was employed to measure changes in pre and post intervention mean scores. The p-value <0.001 is considered significant.

      3. Results

      There were 162 respondents who completed the study. Respondents’ demographics are presented in Table 1. The majority were female (58%), belonging to the age group of 26–35 (30%), and had intermediate education (43%). A quarter of respondents (25%) belonged to a low-income family, whereas half belonged to a middle-income family (53%). Only 5% of respondents had a 1st-degree family member being a healthcare provider. All respondents claimed that they had taken antibiotics at least once in their lifetime, with 38% having taken antibiotics at least once every 6 months, and 6 respondents (4%) claimed to have taken antibiotics once every month. There was no loss to follow-up during the study period, since we kept contacting the participants for their convenient time for post evaluation through phone calls.
      Table 1Socio-demographic characteristics of the participants.
      Socio-demographic charactersNumberPercentage (%)
      Gender
      Male6842
      Female9458
      Age groups
      18–253421
      26–354930
      36–454226
      46–602918
      >60 3785
      Education
      High-school5333
      Intermediate7043
      Graduate/Post-graduate3924
      Occupation
      Students3220
      Unemployed5635
      Semi-skilled/skilled workers2817
      Clerical/Shop-owner1710
      Semi-professional/Professional2918
      Income (Indian Rupees/Month)
      Low Income4025
      Middle income8653
      High income3622
      1st-degree family member in health care related job
      Yes85
      No15495
      Frequency of Antibiotic Consumption
      At least once a month64
      At least once every 3 months5534
      At least once every 6 months6238
      At least once a year3119
      More than once a year85

      3.1 Knowledge-based analysis on antibiotic use

      The overall knowledge of respondents regarding antibiotics was fair. Most respondents knew antibiotics kill bacteria (Group 1: 87.6%, Group 2: 86.4%). Before the intervention, only 37.03% of both groups understood that antibiotics could not kill viruses. Significant improvement was observed after the intervention (Group 1: 48.07%, Group 2: 55.47%, p-value <0.001). The number of respondents who answered the statement K4 correctly increased by 56.8% in Group 1 and 64.2% in Group 2 after the educational intervention (p-value <0.001). The correct response to the statement K3 also increased significantly 3 months post-intervention assessment (Group 1: 55.5%, Group 2: 67.9%, p-value <0.001).

      3.2 Attitude-based analysis on antibiotic use

      Most respondents answered statement A1 correctly in pre-intervention that a doctor's prescription should be taken to buy antibiotics from pharmacies. Before the intervention, most respondents believed it was correct to use leftover antibiotics in the future. This misunderstanding was rectified in post-education, increasing the number of correctly answered respondents (p-value <0.001). Before the intervention, only 30.8% and 29.6% of Group 1 and 2 respondents answered statement A3 correctly. Post-intervention correctly answered respondents increased by 59.3% in Group 1 and 64.2% in Group 2. (p-value <0.001). The statement A6 was correctly answered by 44.4% and 43.2% during pre-intervention, showing considerable significance after post-education through pamphlets and video-based tools (p value < 0.001).

      3.3 Practice-based analysis on antibiotic use

      Practices based on antibiotic use strictly longed for the right education. Less than a quarter of the respondents answered that they would seek medical help after getting an infection (Group 1:19.7%, Group 2: 20.9%). Three fourth of the respondents answered incorrectly to the statements P2, P3, and P4 prior to intervention. Post-intervention assessment signified improved understanding with the proper practice (p value < 0.001). Correct responses to statement P5 significantly increased at the 3-month post-intervention assessment with 69.1% and 75.36%, respectively (p-value <0.001). The majority perceived that an antibiotic is required when the mucus becomes colored. This misconception was rectified post-intervention in both groups, with an increase in correct responses by 66.6% and 70.9% (p-value <0.001). Analysis of knowledge, attitude, and Practice on antibiotic use was depicted in Table 2.
      Table 2Analysis of knowledge, attitude and Practice on antibiotic use.
      StatementsUsual care GroupIntervention group
      Educational Tool-Pamphlet (Correct responses) (n = 81)Educational Tool-Video-Based (Correct responses) (n = 81)
      Pre-Intervention %Post-3-month Intervention %p-valuePre-Intervention %Post-3-month Intervention %p-value
      Knowledge-Based
      K1. Antibiotics can kill bacteria87.690.10.6286.496.2<0.001*
      K2. Antibiotics can kill viruses37.0385.1<0.00137.0392.5<0.001*
      K3. Bacteria become resistant to antibiotics25.981.4<0.00123.491.3<0.001*
      K4. Humans become resistant to antibiotics27.183.9<0.00128.392.5<0.001*
      K5. Antibiotics can be stopped as one starts to feel better37.0380.2<0.00135.891.3<0.001*
      K6. The unnecessary use of antibiotics can reduce their efficacy in the treatment67.987.6<0.00166.697.5<0.001*
      Attitude Based
      A1. I think a doctor's prescription should be taken to buy antibiotics from pharmacies.88.892.50.6290.193.80.81
      A2. I think leftover antibiotics can be used again in the future or given to someone else.30.885.1<0.00129.692.5<0.001*
      A3. I think leftover antibiotics should be taken back to the pharmacy for proper disposal.27.186.4<0.00128.392.5<0.001*
      A4. I think it is good that one can buy antibiotics online without consulting a doctor first.77.792.5<0.00175.395.06<0.001*
      A5. I think antibiotics can be taken from friends or relatives without consulting a doctor first.85.190.10.486.493.080.73
      A6. I think it is good that one can buy antibiotics without a prescription in some countries.44.483.9<0.00143.297.5<0.001*
      Practice-Based
      P1. If I take antibiotics, I will recover faster from the common cold41.986.4<0.00175.993.8<0.001*
      P2. I always take antibiotics in case of sore throat34.585.1<0.00135.892.5<0.001*
      P3. I always treat a persistent cough with antibiotics38.287.6<0.00138.893.8<0.001*
      P4. In case of mild infections, I don't take antibiotics37.0388.8<0.00138.292.5<0.001*
      P5. In case I get an infection, I rest and wait for the infection to subside on its own.19.788.8<0.00120.995.06<0.001*
      P6. If the mucus becomes colored when having a common cold, I take antibiotics.22.288.8<0.00120.993.8<0.001*
      *p value < 0.001 was significant.

      3.4 Analysis of the change in mean score

      In the pamphlet-based educational group, the mean knowledge score on antibiotic use increased from 2.26 1.13 (Pre) to 3.23 1.02 (Post), whereas it significantly increased from 2.22 1.45 to 3.95 0.89 in the video-based educational group. Similarly, it was discovered that the mean attitude score increased from 2.53 1.96 (Pre) to 3.23 0.9 (Post) in the educational group using pamphlets. In contrast, it increased significantly from 2.39 1.81 (Pre) to 4.21 1.35 (Post) in the group using videos. Additionally, a higher mean score was seen in the group using videos, going from 2.19 1.02 (Pre) to 4.46 1.81 (Post), but in the groups using pamphlets, it was 2.08 1.63 (Pre) to 3.5 0.62. (Post). After educational intervention, all domains significantly improve, but video-based educational interventions show much more improvement (Table 3).
      Table 3Analysis of the Mean Score of three domains of antibiotic use.
      DomainUsual care groupIntervention groupP-value
      Educational Tool-pamphletEducational Tool-Video-Based
      Pre-Intervention Mean (SD)Post-3-month Intervention Mean (SD)Pre-Intervention Mean (SD)Post-3-month Intervention Mean(SD)
      Knowledge about antibiotic Score2.26 (1.13)3.23(1.02)2.22 (1.45)3.95 (0.89)<0.001*
      Attitude about antibiotic Score2.53 (1.96)3.23 (0.9)2.39 (1.81)4.21 (1.35)<0.001*
      Practice about antibiotic Score2.08 (1.63)3.5(0.62)2. 19 (1.02)4.46 (1.81)<0.001*
      Paired t-test was employed. *Significance between Post 3 months group of Pamphlet and Video-based. No significance was observed between the Pre-intervention of the two groups. p value < 0.001 was significant.

      4. Discussion

      Antibiotic resistance has become an international menace and has not been confined to a particular nation. The spread of resistance at this pace can lead to a perilous post-antibiotic era. This study investigated if interventional tools create a better impact among the general public regarding antibiotics in the study location. Our study participants showed a low level of knowledge of antibiotics. Most of the study participants lacked a clear basic concept regarding antibiotic activity and the consequences of unnecessary use of antibiotics. A significant proportion of the study participant believed that antibiotics could kill viruses. A similar result was seen in a study by Bhardwaj et al.
      • Bhardwaj K.
      • Shenoy M.S.
      • Baliga S.
      • Unnikrishnan B.
      • Baliga B.S.
      Knowledge, attitude, and practices related to antibiotic use and resistance among the general public of coastal south Karnataka, India – a cross-sectional survey.
      in Karnataka region of India. This could be attributed to the fact that a significant proportion of the population was from rural areas with primary education. Another remarkable statement was that majority of the study participants had a knowledge deficiency of antimicrobial resistance. A similar result was observed in the study conducted by Shamsudeen et al.
      • Shamsudeen S.
      • Priya Rs
      • Sujatha G.
      • Muruganandhan J.
      • Manikandan K.
      Self-medication with antibiotics: a knowledge, attitude, and practice appraisal of 610 dental patients in Chennai, India, from 2016 to 2017.
      and Desai et al.
      • Desai A.J.
      • Gayathri G.V.
      • Mehta D.S.
      Public's perception, knowledge, attitude and behaviour on antibiotic resistance-A survey in davangere city, India.
      in India. Knowledge about antibiotic use and antimicrobial resistance improved after the educational intervention in both groups, with the video-based education showing prominence.
      A moderate attitude was noted towards the perception of antibiotic use, relatable to the lack of strict regulation on over-the-counter antibiotics and limited access to sophisticated healthcare in rural areas. Most of the study participants were from low- and middle-income groups, where health care cost is a considerable burden. Likewise, a similar response was recorded in a study by S Patil et al.
      • Sindato C.
      • Mboera L.E.G.
      • Katale B.Z.
      • et al.
      Knowledge, attitudes and practices regarding antimicrobial use and resistance among communities of Ilala, Kilosa and Kibaha districts of Tanzania.
      in Maharashtra. Before the educational intervention, respondents believed that leftover antibiotics could be used in the future. Three-fourths were unaware that unused antibiotics could be returned to the pharmacy. Participants with family or friends from the health care sector had a positive attitude towards antibiotic usage. A similar result was seen in a study conducted by Bassoum et al.
      • Bassoum O.
      • Sougou N.M.
      • Diongue M.
      • et al.
      Assessment of general public's knowledge and opinions towards antibiotic use and bacterial resistance: a cross-sectional study in an urban setting, rufisque, Senegal.
      and EI Kahn et al.
      • el Kahi H.A.
      • Abi Rizk G.Y.
      • Hlais S.A.
      • Adib S.M.
      Health-care-seeking behaviour among university students in Lebanon.
      All these myths were busted with the proper use of interventional tools, and positive responses were recorded. The video-based tool proves to be effective in disseminating facts about antibiotics.
      Respondents demonstrated an average level of practice. More than one-quarter of the respondents believed that antibiotics work against the common cold, sore throat, and cough, and these results were similar to the study conducted by Thong et al.
      • Thong K.S.
      • Chang C.T.
      • Lee M.
      • Lee J.C.Y.
      • Tan H.S.
      • Shafie A.A.
      Impact of targeted educational intervention towards public knowledge and perception of antibiotic use and resistance in the state of Perak, Malaysia.
      and Mazinska B et al.
      • Mazińska B.
      • Strużycka I.
      • Hryniewicz W.
      Surveys of public knowledge and attitudes with regard to antibiotics in Poland: did the European Antibiotic Awareness Day campaigns change attitudes?.
      Participants from an educational background with a good income had a more positive approach to the practice of antibiotic use. After the educational intervention, participants showed a positive inclination toward better practice, especially among video-based educational groups.
      Though both educational tools were adequate, video-based educational tools significantly impacted educating the population. Video-based education allows the participants to observe a behavior performed in the video owing to a high impact on their cognition or, more specifically, their thoughts and perception of their surroundings. However, pamphlet-based education has no demonstrated behavior.
      • Ahmad J.
      • Sritharan G.
      • Mohamad Nasir N.N.A.
      The effectiveness of video and pamphlets in influencing youth on environmental education.
      Alternatively, most people lack interest and time to read the pamphlet.
      Educating the public on antibiotic use and resistance is an unmanageable task. The traditional system of education through pamphlets is effective to an extent. Nevertheless, educating a broad audience about the ever-increasing AMR rates through traditional education methods would be futile. Hence, the integration of technology-based educational tools in healthcare is in need of the hour. The interventional tools in this study aided in busting myths regarding antibiotics, reducing gaps in knowledge, and achieving a positive inclination in attitude as well as practice domain.
      This study has its own limitations in that its findings only reflect the smaller rural populations and not the entire country. Since the study period was very short, the long-term effect of the intervention has to be studied further.

      5. Conclusion

      Antibiotic resistance is emerging as a multi-faceted challenge. There is an urgent need to integrate healthcare workers from various levels into the healthcare system to address this problem. Involving Clinical pharmacists can effectively help combat antibiotic resistance, reducing healthcare costs and the growing catastrophic AMR.
      Sound knowledge, attitude, and practice regarding antibiotics are the need of the hour, as with each day passing, newer technologies need to be deployed in healthcare to educate the unreached. This study gives an insight into the technology-supported educational tool to provide awareness to the public effectively.

      Sources of funding

      This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

      Declaration of competing interest

      None.

      Acknowledgement

      The authors would like to express their sincere thanks to Dr.T.M.Vijayakumar, Dr.S.Sarvesh, and Dr. Sreya Suresh for their valuable suggestions for conducting this study.

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