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Saleem Z, Moore CE, Kalungia AC, Schellack N, Ogunleye O, Chigome A, Chowdhury K, Kitutu FE, Massele A, Ramdas N, Orubu ES, Cook A, Khuluza F, Zaranyika T, Funiciello E, Lorenzetti G, Nantamu M, Parajuli A, Kurdi A, Nabayiga H, Jairoun AA, Haque M, Campbell SM, Van Der Bergh D, Godman B, Sharland M. Status and implications of the knowledge, attitudes and practices towards AWaRe antibiotic use, resistance and stewardship among low- and middle-income countries. JAC Antimicrob Resist 2025; 7:dlaf033. [PMID: 40134815 PMCID: PMC11934068 DOI: 10.1093/jacamr/dlaf033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2025] Open
Abstract
Background There are concerns globally with rising rates of antimicrobial resistance (AMR), particularly in low- and middle-income countries (LMICs). AMR is driven by high rates of inappropriate prescribing and dispensing of antibiotics, particularly Watch antibiotics. To develop future interventions, it is important to document current knowledge, attitudes and practices (KAP) among key stakeholder groups in LMICs. Methods We undertook a narrative review of published papers among four WHO Regions including African and Asian countries. Relevant papers were sourced from 2018 to 2024 and synthesized by key stakeholder group, country, WHO Region, income level and year. The findings were summarized to identify pertinent future activities for all key stakeholder groups. Results We sourced 459 papers, with a large number coming from Africa (42.7%). An appreciable number dealt with patients' KAP (33.1%), reflecting their influence on the prescribing and dispensing of antibiotics. There was marked consistency of findings among key stakeholder groups across the four WHO Regions, all showing concerns with high rates of prescribing of antibiotics for viral infections despite professed knowledge of antibiotics and AMR. There were similar issues among dispensers. Patients' beliefs regarding the effectiveness of antibiotics for self-limiting infectious diseases were a major challenge, although educational programmes did improve knowledge. The development of the AWaRe (Access, Watch and Reserve) system, including practical prescribing guidance, provides a future opportunity for the standardization of educational inputs. Conclusions Similar KAP regarding the prescribing and dispensing of antibiotics across LMICs and stakeholder groups presents clear opportunities for standardization of educational input and practical training programmes based on the AWaRe system.
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Affiliation(s)
- Zikria Saleem
- Department of Pharmacy Practice, Faculty of Pharmacy, Bahauddin Zakariya University, Multan 60800, Pakistan
| | - Catrin E Moore
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, City St George’s, University of London, London SW17 0RE, UK
| | - Aubrey C Kalungia
- Department of Pharmacy, School of Health Sciences, University of Zambia, Lusaka P.O. Box 50110, Zambia
| | - Natalie Schellack
- Department of Pharmacology, Faculty of Health Sciences, University of Pretoria, Pretoria 0084, South Africa
| | - Olayinka Ogunleye
- Department of Pharmacology, Therapeutics and Toxicology, Lagos State University College of Medicine, Ikeja, Lagos 100271, Nigeria
- Department of Medicine, Lagos State University Teaching Hospital, Ikeja 100271, Nigeria
| | - Audrey Chigome
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa 0208, South Africa
| | - Kona Chowdhury
- Department of Pediatrics, Gonoshasthaya Somaj Vittik Medical College, Dhaka 1344, Bangladesh
| | - Freddy Eric Kitutu
- Sustainable Pharmaceutical Systems (SPS) Unit, School of Health Sciences, Makerere University, PO Box 7072, Kampala, Uganda
- Department of Women’s and Children’s Health, International Maternal and Child Health (IMCH), Uppsala University, SE-751 85 Uppsala, Sweden
- Department of Pharmacy, Makerere University School of Health Sciences, Kampala, Uganda
| | - Amos Massele
- Department of Clinical Pharmacology and Therapeutics, Hurbert Kairuki Memorial University, 70 Chwaku Road Mikocheni, Dar Es Salaam P.O. Box 65300, Tanzania
| | - Nishana Ramdas
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa 0208, South Africa
| | - E Sam Orubu
- Department of Biomedical Engineering, Boston University College of Engineering, Boston, MA, USA
- Institute for Health System Innovation & Policy, Boston University, Boston, MA, USA
| | - Aislinn Cook
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, City St George’s, University of London, London SW17 0RE, UK
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford OX1 2JD, UK
| | - Felix Khuluza
- Pharmacy Department, Formerly College of Medicine, Kamuzu University of Health Sciences (KUHeS), Blantyre P.O. Box 278, Malawi
| | - Trust Zaranyika
- Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare P.O. Box MP167, Zimbabwe
| | - Elisa Funiciello
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, City St George’s, University of London, London SW17 0RE, UK
| | - Giulia Lorenzetti
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, City St George’s, University of London, London SW17 0RE, UK
| | - Miriam Nantamu
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, City St George’s, University of London, London SW17 0RE, UK
| | - Ayuska Parajuli
- HERD International, Lalitpur, Nepal
- Public Health Research Society, Kathmandu, Nepal
| | - Amanj Kurdi
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa 0208, South Africa
- Department of Clinical Pharmacy, College of Pharmacy, Hawler Medical University, Kurdistan Regional Governorate, Erbil, Iraq
- Strathclyde Institute of Pharmacy and Biomedical Science (SIPBS), University of Strathclyde, Glasgow G4 0RE, UK
- College of Pharmacy, Al-Kitab University, Kirkuk 36015, Iraq
| | - Hellen Nabayiga
- Management Science Department, Strathclyde Business School, University of Strathclyde, 199 Cathedral Street, Glasgow G4 0QU, UK
| | - Ammar Abdulrahman Jairoun
- Health and Safety Department, Dubai Municipality, Dubai, United Arab Emirates
- Center of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman 346, United Arab Emirates
- Department of Clinical Sciences, College of Pharmacy and Health Sciences, Ajman University, Ajman 346, United Arab Emirates
| | - Mainul Haque
- Unit of Pharmacology, Faculty of Medicine and Defence Health, Universiti Pertahanan Nasional Malaysia (National Defence University of Malaysia), Kem Sungai, Besi, 57000 Kuala Lumpur, Malaysia
- Karnavati Scientific Research Center, Karnavati School of Dentistry, Karnavati University, Gandhinagar 382 422, Gujarat, India
| | - Stephen M Campbell
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa 0208, South Africa
- School of Health Sciences, University of Manchester, Manchester, UK
| | - Dena Van Der Bergh
- Division of Infectious Diseases and HIV Medicine, Department of Medicine, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Brian Godman
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, City St George’s, University of London, London SW17 0RE, UK
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa 0208, South Africa
- Strathclyde Institute of Pharmacy and Biomedical Science (SIPBS), University of Strathclyde, Glasgow G4 0RE, UK
- Center of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman 346, United Arab Emirates
| | - Mike Sharland
- Centre for Neonatal and Paediatric Infection, Institute for Infection and Immunity, City St George’s, University of London, London SW17 0RE, UK
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Fuller W, Kapona O, Aboderin AO, Adeyemo AT, Olatunbosun OI, Gahimbare L, Ahmed YA. Education and Awareness on Antimicrobial Resistance in the WHO African Region: A Systematic Review. Antibiotics (Basel) 2023; 12:1613. [PMID: 37998815 PMCID: PMC10669252 DOI: 10.3390/antibiotics12111613] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 10/07/2023] [Accepted: 10/11/2023] [Indexed: 11/25/2023] Open
Abstract
This review documents the status of AMR education and awareness in the WHO African region, as well as specific initiatives by its member states in implementing education and awareness interventions, as a strategic objective of the Global Action Plan on AMR, i.e., improve knowledge and understanding on AMR through effective communication, education, and training. A systematic search was conducted in Google Scholar, PubMed, and African Journals Online Library according to Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines, for articles published in English. Retrieval and screening of articles was performed using a structured search protocol following a pre-set inclusion/exclusion criterion. Eighty-five published articles reporting 92 different studies from 19 Member States met inclusion criteria and were included in the final qualitative synthesis. Nigeria (21) and Ethiopia (16) had most of the studies, while the rest were distributed across the remaining 17 Member States. The majority of the articles were on knowledge, attitude, and practices with regard to AMR and antimicrobial use and most of them documented a general lack and suboptimal knowledge, poor attitude and practices, and widespread self-medication. This review shows low levels of knowledge of AMR coupled with extensive misuse of antimicrobial medicines by different target audiences. These findings underscore the urgent need for enhanced and context-specific educational and positive behavioural change interventions.
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Affiliation(s)
- Walter Fuller
- World Health Organization Regional Office for Africa, Brazzaville P.O. Box 06, Congo; (L.G.); (Y.A.A.)
| | - Otridah Kapona
- Zambia National Public Health Institute, Lusaka 10101, Zambia;
| | - Aaron Oladipo Aboderin
- Department of Medical Microbiology & Parasitology, Obafemi Awolowo University Teaching Hospital Complex, Ile-Ife 220005, Nigeria; (A.O.A.); (A.T.A.); (O.I.O.)
| | - Adeyemi Temitayo Adeyemo
- Department of Medical Microbiology & Parasitology, Obafemi Awolowo University Teaching Hospital Complex, Ile-Ife 220005, Nigeria; (A.O.A.); (A.T.A.); (O.I.O.)
| | - Oluwadamilare Isaiah Olatunbosun
- Department of Medical Microbiology & Parasitology, Obafemi Awolowo University Teaching Hospital Complex, Ile-Ife 220005, Nigeria; (A.O.A.); (A.T.A.); (O.I.O.)
| | - Laetitia Gahimbare
- World Health Organization Regional Office for Africa, Brazzaville P.O. Box 06, Congo; (L.G.); (Y.A.A.)
| | - Yahaya Ali Ahmed
- World Health Organization Regional Office for Africa, Brazzaville P.O. Box 06, Congo; (L.G.); (Y.A.A.)
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Bedekelabou AP, Oyetola DW, Coulibaly ZL, Akinsola O, Bada-Alambedji R. First assessment of the knowledge, attitudes, and practices of health actors in Togo and Ivory Coast in regard to antibiotic resistance. INTERNATIONAL JOURNAL OF ONE HEALTH 2022. [DOI: 10.14202/ijoh.2022.108-123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Background and Aim: Bacterial resistance to antibiotics has now become a threat to global public health. This study aimed to assess the knowledge, attitudes, and practices of health actors in relation to antibiotic resistance (ABR) in two African countries.
Materials and Methods: A cross-sectional and descriptive questionnaire study was conducted in Ivory Coast and Togo from August 2020 to July 2021. Actors were interviewed both in person 63% (n = 141) and remotely due to COVID-19 restrictions. Qualitative variables were described by frequencies and quantitative variables by the mean and associated standard deviation. The bivariate analysis was conducted through the Chi-square test and exact Fisher test with an acceptable risk of 5%.
Results: The results showed that 88% and 50% of the actors from Togo and Ivory Coast, respectively, had a good knowledge of ABR even if most of the stakeholders had limited knowledge of antibiotics that are banned or of critical importance in human and animal medicine. More than 75% of the actors had good perceptions in regard to ABR and these were significantly related to their profession. As for the factors leading to an increase in ABR, the interviewees perceived self-medication in humans as the main contributing factor. Approximately 70% of the actors admitted to following inadequate practices in terms of the use and/or distribution of antibiotics, and 58% and 46% of them used preventive antibiotic therapy in Togo and Ivory Coast, respectively. Similarly, in the two countries, 39% and 69% of the actors, respectively, claimed that they do not systematically use the antibiogram, and 69% and 61% of drug distributors, also respectively, admitted to occasionally selling antibiotics without a prescription. Finally, more than 80% thought that the authorities in their country did not communicate sufficiently about ABR. Among the actions that could help to combat ABR, actors considered the strengthening of controls on the distribution of antibiotics and the education of nonprofessionals on the importance of antibiotic preservation as priorities.
Conclusion: Although this first study had some limitations, that is, the low number of surveyed actors and non-standardized questionnaire used, it revealed that health actors in Togo and Ivory Coast have a good knowledge and perception in regard to antibiotics and ABR, but also follow inadequate practices.
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Affiliation(s)
- Andre Pouwedeou Bedekelabou
- Inter State School of Science and Veterinary Medicine of Dakar, Cheikh Anta Diop University of Dakar, Dakar, Senegal
| | - Délé Wilfried Oyetola
- Inter State School of Science and Veterinary Medicine of Dakar, Cheikh Anta Diop University of Dakar, Dakar, Senegal
| | - Zanan Lassina Coulibaly
- Inter State School of Science and Veterinary Medicine of Dakar, Cheikh Anta Diop University of Dakar, Dakar, Senegal
| | - Olouwamouyiwa Akinsola
- Inter State School of Science and Veterinary Medicine of Dakar, Cheikh Anta Diop University of Dakar, Dakar, Senegal
| | - Rianatou Bada-Alambedji
- Inter State School of Science and Veterinary Medicine of Dakar, Cheikh Anta Diop University of Dakar, Dakar, Senegal
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Thong KS, Chang CT, Lee M, Lee JCY, Tan HS, Shafie AA. Impact of targeted educational intervention towards public knowledge and perception of antibiotic use and resistance in the state of Perak, Malaysia. Antimicrob Resist Infect Control 2021; 10:29. [PMID: 33541440 PMCID: PMC7860508 DOI: 10.1186/s13756-021-00892-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 01/13/2021] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND Antibiotic resistance is a major public health concern, accelerated by antibiotic overuse. Inadequate knowledge among the public has been associated with inappropriate use of antibiotics. This study determined the impact of a self-developed educational leaflet for addressing specific knowledge gaps in antibiotic use among the public. METHODS This was an experimental study conducted at five hospitals and 20 primary health care clinics in the state of Perak. Adults over 18 years of age were recruited using sequential sampling. The first phase of data collection consisted of a pre-intervention assessment, an educational session, and an immediate post-intervention assessment. Each educational session was conducted by trained pharmacists and lasted approximately 15 min for each participant. A two-week post-intervention assessment was then conducted via a phone call to re-assess the participants using the same questionnaire. RESULTS Out of 300 questionnaires distributed, 234 were completed for our study. The mean age of participants was 40.7 ± 14.6 years old. Most of the respondents were female (143, 61.1%), Malay (162, 69.2%), and had tertiary education (162, 69.2%). A mean score was generated for each domain, with knowledge towards antibiotic resistance: 2.83 ± 1.28 pre-intervention, 3.76 ± 0.62 immediate post-intervention, and 3.67 ± 0.78 two-weeks post-intervention (total score: 4.00); knowledge towards antibiotic use: 2.03 ± 1.56 pre-intervention, 4.56 ± 1.46 immediate post-intervention, and 4.32 ± 1.48 two-weeks post-intervention (total score: 6.00); perception towards antibiotic use: 2.83 ± 1.38 pre-intervention, 4.25 ± 1.06 immediate post-intervention, and 4.22 ± 1.02 two-weeks post-intervention (total score: 5.00). Significant improvement in the mean scores were found before and after intervention in all domains (p < 0.001). CONCLUSION The educational leaflet was able to address salient knowledge gaps in the participants and remained sustainable over a two-week follow-up. Thus, its inclusion into future antibiotic awareness campaigns should be encouraged.
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Affiliation(s)
- Kah Shuen Thong
- Department of Pharmacy, Raja Permaisuri Bainun Hospital, Ministry of Health Malaysia, Ipoh, Malaysia
| | - Chee Tao Chang
- Clinical Research Centre, Raja Permaisuri Bainun Hospital, Ministry of Health Malaysia, Ipoh, Malaysia.
| | - Ming Lee
- Department of Pharmacy, Klinik Kesihatan Kampung Simee, Ministry of Health Malaysia, Ipoh, Malaysia
| | - Jason Choong Yin Lee
- Perak Pharmaceutical Services Division, Ministry of Health Malaysia, Ipoh, Malaysia
| | - Hoo Seng Tan
- Department of Pharmacy, Raja Permaisuri Bainun Hospital, Ministry of Health Malaysia, Ipoh, Malaysia
| | - Asrul Akmal Shafie
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Gelugor, Malaysia
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Rabbani SA, Sridhar SB, Abazer D, Ahmed HS, Usman HA, Mahtab A, El-Dahiyat F. Impact of community-based educational intervention on antibiotic use and resistance awareness among the people living in Ras Al Khaimah, United Arab Emirates. JOURNAL OF PHARMACEUTICAL HEALTH SERVICES RESEARCH 2020. [DOI: 10.1111/jphs.12347] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Abstract
Objectives
Antibiotic resistance is a major global public health concern today. We explored the usefulness of an educational intervention in increasing antibiotic-related awareness of the public.
Methods
This community-based interventional study was conducted among 100 people living in Ras Al Khaimah, UAE. Preintervention awareness regarding antibiotics and antibiotic resistance was assessed using the World Health Organization antibiotic resistance: multicountry public awareness survey. After the baseline assessment of the knowledge, educational intervention was given to the study participants. The same questionnaire was used to assess the impact of this intervention after 4 weeks.
Key findings
The study participants had low baseline knowledge of antibiotics and the phenomenon of antibiotic resistance. A high proportion of study participants (54%) took antibiotics in the past 6 months. Our intervention significantly improved antibiotic-related knowledge and behaviours. Postintervention majority of study participants realized that full course of antibiotics should be taken (% change: 50.0, P < 0.001), leftover antibiotics from family and friends should not be used (% change: 40.0%, P = 0.004), antibiotics are of no use in viral infections (% change: 72.0%, P < 0.001), infections are becoming increasingly resistant to antibiotics (% change: 37%, P < 0.001), bacteria resistant to antibiotics can be spread from person to person (% change: 73%, P < 0.001) and infections from resistant bacteria are difficult to treat (% change: 38%, P < 0.001).
Conclusion
Following the intervention, antibiotic-related awareness was significantly improved among study participants. Further efforts should be made to ensure that this improved awareness is converted to necessary health behaviour changes in the long term.
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Affiliation(s)
- Syed Arman Rabbani
- Department of Clinical Pharmacy and Pharmacology, RAK College of Pharmaceutical Sciences, RAK Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
| | - Sathvik B Sridhar
- Department of Clinical Pharmacy and Pharmacology, RAK College of Pharmaceutical Sciences, RAK Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
| | - Dania Abazer
- Department of Clinical Pharmacy and Pharmacology, RAK College of Pharmaceutical Sciences, RAK Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
| | - Halima Shuaibu Ahmed
- Department of Clinical Pharmacy and Pharmacology, RAK College of Pharmaceutical Sciences, RAK Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
| | - Hauwa Aminu Usman
- Department of Clinical Pharmacy and Pharmacology, RAK College of Pharmaceutical Sciences, RAK Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
| | - Asiya Mahtab
- School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, India
| | - Faris El-Dahiyat
- College of Pharmacy, Al Ain University, Al Ain, United Arab Emirates
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Chanvatik S, Kosiyaporn H, Lekagul A, Kaewkhankhaeng W, Vongmongkol V, Thunyahan A, Tangcharoensathien V. Knowledge and use of antibiotics in Thailand: A 2017 national household survey. PLoS One 2019; 14:e0220990. [PMID: 31398242 PMCID: PMC6688796 DOI: 10.1371/journal.pone.0220990] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Accepted: 07/26/2019] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The Thailand National Strategic Plan on Antimicrobial Resistance (AMR) 2017-2021, endorsed by the Thai Cabinet in 2016, aims to increase public knowledge about antibiotics and AMR awareness by 20% by 2021. This study assesses the prevalence of antibiotics use, clinical indications and sources; knowledge and access to information related to antibiotics and AMR; and factors related to level of knowledge and access to information among Thai adult population. METHODS An AMR module was developed and embedded into the 2017 Health and Welfare Survey; a cross-sectional, two-stage stratified sampling, nationally representative household survey carried out biannually by National Statistical Office. The survey applied a structured interview questionnaire. The survey was conducted in March 2017 where 27,762 Thai adults were interviewed of the AMR module. Data were analyzed using descriptive and inferential statistics. RESULTS The one-month prevalence of antibiotic use was 7.9% for three common conditions; flu (27.0%), fever (19.2%) and sore throat (16.8%). The majority of antibiotics (70.3%) were provided by public or private healthcare facilities, and 26.7% by pharmacies. Thai adults have low levels of knowledge about antibiotics; only 2.6 gave correct answers to all six statements related to antibiotics, while 13.5% gave wrong answers to all six statements. A few factors associated with knowledge and having received information on antibiotics were assessed. People who have higher education levels, and belong to richer wealth quintiles, and receive antibiotics and AMR information have significantly higher levels of knowledge about antibiotics. In the last 12 months, only 17.8% of respondents had heard information about the proper use of antibiotics and AMR; mostly from doctors (36.1%), health workers (24.8%) and pharmacists (17.7%). CONCLUSIONS There is a large gap of public knowledge about the use of antibiotics. The main communication channel is through healthcare professionals, which indicates they are key persons in communicating information about the proper use of antibiotics to the public.
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Affiliation(s)
- Sunicha Chanvatik
- International Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand
| | - Hathairat Kosiyaporn
- International Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand
| | - Angkana Lekagul
- International Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand
| | | | - Vuthiphan Vongmongkol
- International Health Policy Program, Ministry of Public Health, Nonthaburi, Thailand
| | - Apichart Thunyahan
- National Statistical Office, Ministry of Information and Communication Technology, Bangkok, Thailand
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