NCT04961983

Brief Summary

This is a field trial with a randomized pre-test post-test control group design. This trial is the second phase of an exploratory mixed methods research. Prior to this trial, a qualitative study through in-depth interviews to tour guides from 11 language divisions and also policy makers of Indonesian Tour Guide Association Bali branch (HPI Bali). The education model for tour guides were developed based on the integration of theory of planned behavior (TPB) and identity theory. This educational model is expected to improve the behavior of tour guides in providing travel health information to tourists they serve, which is currently still lacking. However, due to the COVID-19 pandemic, the measurement of behavior can not be conducted. Therefore, this trial aims to test the efficacy of the comprehensive education model to improve the indirect and direct determinants of the behavior namely attitude, subjective norms, perceived behavioral control, role identity, actual behavioral control and behavioral intention. The research hypothesis are:

  1. 1.The comprehensive travel health education model improves the attitude of tour guides towards providing travel health information to tourists?
  2. 2.The comprehensive travel health education model improves the subjective norms of tour guides towards providing travel health information to tourists?
  3. 3.The comprehensive travel health education model improves the perceived behavioral control of tour guides in providing travel health information to tourists?
  4. 4.The comprehensive travel health education model improves the role identity of tour guides as a travel health promoter for tourists?
  5. 5.The comprehensive travel health education model improves the actual behavioral control of tour guides in providing travel health information to tourists?
  6. 6.The comprehensive travel health education model improves the intention of tour guides to provide travel health information to tourists?

Trial Health

35
At Risk

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
152

participants targeted

Target at P75+ for not_applicable

Timeline
Completed

Started Sep 2021

Shorter than P25 for not_applicable

Status
unknown

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

July 9, 2021

Completed
5 days until next milestone

First Posted

Study publicly available on registry

July 14, 2021

Completed
2 months until next milestone

Study Start

First participant enrolled

September 1, 2021

Completed
4 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

December 31, 2021

Completed
1 month until next milestone

Study Completion

Last participant's last visit for all outcomes

January 31, 2022

Completed
Last Updated

July 21, 2021

Status Verified

July 1, 2021

Enrollment Period

4 months

First QC Date

July 9, 2021

Last Update Submit

July 14, 2021

Conditions

Keywords

travel healthhealth promotiontour guides

Outcome Measures

Primary Outcomes (6)

  • Mean score of attitude

    Attitude is a psychological tendency expressed by tour guides towards the behavior of providing travel health information to tourists. Attitude will be measured through a self-administered questionnaire developed based on the TPB questionnaire development guideline. The data measurement scale is ordinal which is expressed on a Likert scale (1 = strongly disagree, 2 = disagree; 3 = disagree, 4 = neutral, 5 = somewhat agree, 6 = agree; 7 = strongly agree). Data will be analysed in interval scale.

    3 months

  • Mean score of subjective norm

    Subjective norm is the perception of tour guides on the extent to which the behavior of providing health information to tourists is a behavior that is expected by the tourists, by their employers, HPI, and the community. Subjective norms will be measured through a self-administered questionnaire which was developed based on TPB questionnaire development guideline. The measurement scale is ordinal which is expressed on a Likert scale (1 = strongly disagree, 2 = disagree; 3 = disagree, 4 = neutral, 5 = somewhat agree, 6 = agree; 7 = strongly agree). Data will be analysed in interval scale.

    3 months

  • Mean score of perceived behavioral control

    Perceived behavioral control is the confidence of tour guides in their ability to carry out the behavior of providing information to tourists regarding prevention and first aid of health problems. Perceived behavioral control will be measured through a self-administered questionnaire which was developed based on the TPB questionnaire development guideline. The measurement scale is ordinal which is expressed on a Likert scale (1 = strongly disagree, 2 = disagree; 3 = disagree, 4 = neutral, 5 = somewhat agree, 6 = agree; 7 = strongly agree). Data will be analysed in interval scale.

    3 months

  • Mean score of actual behavioral control

    Actual behavioral control is tour guide's knowledge about the prevention of travel health problems and first aid to tourists who experience health problems. Actual behavioral control will be measured through a self-administered questionnaire. The measurement scale is ordinal which is expressed on a Likert scale (1 = strongly disagree, 2 = disagree; 3 = disagree, 4 = neutral, 5 = somewhat agree, 6 = agree; 7 = strongly agree). Data will be analysed in interval scale. Knowledge measurement scale is interval. The correct answer for each knowledge question will get a score = 1, while the question with the wrong answer or do not know gets a score = 0. Data will be analysed in interval scale.

    3 months

  • Mean score of role identity

    Role identity is tour guide's perception of the extent to which the provision of information related to the prevention and first aid of tourism health problems to tourists is a part of the tour guide's role. Role identity will be measured through a self-administered questionnaire.The measurement scale is ordinal which is expressed on a Likert scale (1 = strongly disagree, 2 = disagree; 3 = disagree, 4 = neutral, 5 = somewhat agree, 6 = agree; 7 = strongly agree). Data will be analysed in interval scale.

    3 months

  • Mean score of behavioral intention

    Behavioral intention is the willingness of tour guides to convey information related to the prevention and first aid of travel health problems to the tourists they serve. Intention will be measured through a self-administered questionnaire which was developed based on the TPB questionnaire development guideline. The data measurement scale is ordinal which is expressed on a Likert scale (1 = strongly disinterested, 2 = not intending; 3 = lack of intention, 4 = neutral, 5 = somewhat intend, 6 = intend; 7 = very intend). Data will be analysed in interval scale.

    3 months

Study Arms (2)

Intervention group

EXPERIMENTAL

Tour guides who will receive a comprehensive travel health education model.

Behavioral: Comprehensive Travel Health Education Model

Control group

NO INTERVENTION

Tour guides who will receive no intervention.

Interventions

The comprehensive travel health education model consists of: 1. Online training: 10 hours (2 days) online education via Zoom. The topics that will be delivered during the training includes: * The potential roles of tour guides in tourists' health, * The importance of travel health information for tourists, * Assessment of tourist's health risks, * Prevention and first aid of various travel health problems Topics related to tour guides will be delivered by the tourism experts, while topics related to travel health will be provided by travel medicine experts, Faculty of Medicine, Udayana University. Participants will also receive a travel health guide book. 2. Weekly travel health Information sharing through WhatsApp group for 2 months.

Intervention group

Eligibility Criteria

Age20 Years - 54 Years
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64)

You may qualify if:

  • Active members of HPI Bali,
  • Age less than 55 years old,
  • Have worked as a tour guide for one year or more,
  • Have a smart phone or laptop that equipped with Zoom and WhatsApp application,
  • Familiar with Zoom meeting,
  • Using WhatsApp actively.

You may not qualify if:

  • Holding a structural position at HPI Bali,
  • Unwilling to work as a tour guide after the re-opening of tourism,
  • Have a formal health education background,
  • Unwilling to participate in this study.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Related Publications (47)

  • Ajzen I. The theory of planned behaviour: reactions and reflections. Psychol Health. 2011 Sep;26(9):1113-27. doi: 10.1080/08870446.2011.613995.

    PMID: 21929476BACKGROUND
  • Ajzen I. The theory of planned behaviour is alive and well, and not ready to retire: a commentary on Sniehotta, Presseau, and Araujo-Soares. Health Psychol Rev. 2015;9(2):131-7. doi: 10.1080/17437199.2014.883474. Epub 2014 Feb 12. No abstract available.

    PMID: 26209198BACKGROUND
  • Alqahtani AS, Tashani M, Heywood AE, Booy R, Rashid H, Wiley KE. Exploring Australian Hajj Tour Operators' Knowledge and Practices Regarding Pilgrims' Health Risks: A Qualitative Study. JMIR Public Health Surveill. 2019 May 23;5(2):e10960. doi: 10.2196/10960.

    PMID: 31124464BACKGROUND
  • Johansson Arhem KM, Gysin N, Nielsen HV, Surya A, Hellgren U. Low and Declining Risk for Malaria in Visitors to Indonesia: A Review of Local Indonesian and European Travelers' Data and a Suggestion for New Prophylactic Guidelines. J Travel Med. 2015 Nov-Dec;22(6):389-95. doi: 10.1111/jtm.12233. Epub 2015 Oct 13.

    PMID: 26464104BACKGROUND
  • Armitage CJ, Conner M. Efficacy of the Theory of Planned Behaviour: a meta-analytic review. Br J Soc Psychol. 2001 Dec;40(Pt 4):471-99. doi: 10.1348/014466601164939.

    PMID: 11795063BACKGROUND
  • Avcikurt C, Koroglu O, Koroglu A, Avcikurt AS. HIV/AIDS awareness and attitudes of tour guides in Turkey. Cult Health Sex. 2011 Feb;13(2):233-43. doi: 10.1080/13691058.2010.522733.

    PMID: 21058083BACKGROUND
  • Bauer I. The health impact of tourism on local and indigenous populations in resource-poor countries. Travel Med Infect Dis. 2008 Sep;6(5):276-91. doi: 10.1016/j.tmaid.2008.05.005. Epub 2008 Aug 9.

    PMID: 18760250BACKGROUND
  • Bertman V, Petracca F, Makunike-Chikwinya B, Jonga A, Dupwa B, Jenami N, Nartker A, Wall L, Reason L, Kundhlande P, Downer A. Health worker text messaging for blended learning, peer support, and mentoring in pediatric and adolescent HIV/AIDS care: a case study in Zimbabwe. Hum Resour Health. 2019 Jun 7;17(1):41. doi: 10.1186/s12960-019-0364-6.

    PMID: 31174543BACKGROUND
  • Broglio K. Randomization in Clinical Trials: Permuted Blocks and Stratification. JAMA. 2018 Jun 5;319(21):2223-2224. doi: 10.1001/jama.2018.6360. No abstract available.

    PMID: 29872845BACKGROUND
  • Cooke R, Dahdah M, Norman P, French DP. How well does the theory of planned behaviour predict alcohol consumption? A systematic review and meta-analysis. Health Psychol Rev. 2016 Jun;10(2):148-67. doi: 10.1080/17437199.2014.947547. Epub 2014 Sep 17.

    PMID: 25089611BACKGROUND
  • Dunleavy G, Nikolaou CK, Nifakos S, Atun R, Law GCY, Tudor Car L. Mobile Digital Education for Health Professions: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration. J Med Internet Res. 2019 Feb 12;21(2):e12937. doi: 10.2196/12937.

    PMID: 30747711BACKGROUND
  • Gautret P, Angelo KM, Asgeirsson H, Lalloo DG, Shaw M, Schwartz E, Libman M, Kain KC, Piyaphanee W, Murphy H, Leder K, Vincelette J, Jensenius M, Waggoner J, Leung D, Borwein S, Blumberg L, Schlagenhauf P, Barnett ED, Hamer DH; GeoSentinel Global Surveillance Network. Rabies post-exposure prophylaxis started during or after travel: A GeoSentinel analysis. PLoS Negl Trop Dis. 2018 Nov 13;12(11):e0006951. doi: 10.1371/journal.pntd.0006951. eCollection 2018 Nov.

    PMID: 30422981BACKGROUND
  • Giovanetti F. Methanol poisoning among travellers to Indonesia. Travel Med Infect Dis. 2013 May-Jun;11(3):190-3. doi: 10.1016/j.tmaid.2013.03.013. Epub 2013 Apr 6.

    PMID: 23566856BACKGROUND
  • Grech V, Grech P, Fabri S. A risk balancing act - Tourism competition using health leverage in the COVID-19 era. Int J Risk Saf Med. 2020;31(3):121-130. doi: 10.3233/JRS-200042.

    PMID: 32597822BACKGROUND
  • Hirata K, Ogawa T, Fujikura H, Ogawa Y, Hirai N, Nakagawa-Onishi T, Uno K, Takeyama M, Kasahara K, Nakamura-Uchiyama F, Konishi M, Mikasa K. Characteristics of health problems in returned overseas travelers at a tertiary teaching hospital in a suburban area in Japan. J Infect Chemother. 2018 Aug;24(8):682-685. doi: 10.1016/j.jiac.2018.02.003. Epub 2018 Mar 2.

    PMID: 29503227BACKGROUND
  • Horvath LL, Murray CK, DuPont HL. Travel health information at commercial travel websites. J Travel Med. 2003 Sep-Oct;10(5):272-8. doi: 10.2310/7060.2003.2699.

    PMID: 14531980BACKGROUND
  • Hsu SH, Huang HL, Lu CW, Cheng SY, Lee LT, Chiu TY, Huang KC. Tour leaders with detailed knowledge of travel-related diseases play a key role in disease prevention. Medicine (Baltimore). 2018 Feb;97(6):e9806. doi: 10.1097/MD.0000000000009806.

    PMID: 29419678BACKGROUND
  • Ivatts SL, Plant AJ, Condon RJ. Travel health: perceptions and practices of travel consultants. J Travel Med. 1999 Jun;6(2):76-80. doi: 10.1111/j.1708-8305.1999.tb00836.x.

    PMID: 10381958BACKGROUND
  • Kemp N, Grieve R. Face-to-face or face-to-screen? Undergraduates' opinions and test performance in classroom vs. online learning. Front Psychol. 2014 Nov 12;5:1278. doi: 10.3389/fpsyg.2014.01278. eCollection 2014.

    PMID: 25429276BACKGROUND
  • Kolars JC. Rules of the road: a consumer's guide for travelers seeking health care in foreign lands. J Travel Med. 2002 Jul-Aug;9(4):198-201. doi: 10.2310/7060.2002.24042. No abstract available.

    PMID: 12962614BACKGROUND
  • Kwong JC, Druce JD, Leder K. Zika virus infection acquired during brief travel to Indonesia. Am J Trop Med Hyg. 2013 Sep;89(3):516-7. doi: 10.4269/ajtmh.13-0029. Epub 2013 Jul 22.

    PMID: 23878182BACKGROUND
  • Leder K, Borwein S, Chanthavanich P, Chatterjee S, Htun K, Marma ASP, Nakatani I, Ok JJ, Pakasi L, Pandey P, Piyaphanee W, Rupali P, Schwartz E, Shinozuka T, Phu PTH, Watanabe H, Visser J, Wilder-Smith A, Zhang M, McGuinness SL. Travel medicine perspectives of select travel medicine experts practicing in the Asia-Pacific region. J Travel Med. 2017 Jul 1;24(4). doi: 10.1093/jtm/tax012. No abstract available.

    PMID: 28426112BACKGROUND
  • Leggat PA, Zwar NA, Hudson BJ; Travel Health Advisory Group, Australia. Hepatitis B risks and immunisation coverage amongst Australians travelling to southeast Asia and east Asia. Travel Med Infect Dis. 2009 Nov;7(6):344-9. doi: 10.1016/j.tmaid.2009.03.008. Epub 2009 May 9.

    PMID: 19945011BACKGROUND
  • Lestelle C, Aymeric S, Maakaroun-Vermesse Z, Pouliquen A, Bernard L, Chandenier J, Grammatico-Guillon L. Impact of advice given to travelers concerning the main infectious risks associated with traveling in the tropics. Med Mal Infect. 2015 Jun;45(6):222-8. doi: 10.1016/j.medmal.2015.04.007. Epub 2015 May 27.

    PMID: 26026227BACKGROUND
  • Liu Q, Peng W, Zhang F, Hu R, Li Y, Yan W. The Effectiveness of Blended Learning in Health Professions: Systematic Review and Meta-Analysis. J Med Internet Res. 2016 Jan 4;18(1):e2. doi: 10.2196/jmir.4807.

    PMID: 26729058BACKGROUND
  • MacDougall LA, Gyorkos TW, Leffondre K, Abrahamowicz M, Tessier D, Ward BJ, MacLean JD. Increasing referral of at-risk travelers to travel health clinics: evaluation of a health promotion intervention targeted to travel agents. J Travel Med. 2001 Sep-Oct;8(5):232-42. doi: 10.2310/7060.2001.24016.

    PMID: 11703905BACKGROUND
  • MacIntyre CR, Karki S, Sheikh M, Zwar N, Heywood AE. The role of travel in measles outbreaks in Australia - An enhanced surveillance study. Vaccine. 2016 Aug 17;34(37):4386-91. doi: 10.1016/j.vaccine.2016.07.023. Epub 2016 Jul 19.

    PMID: 27449078BACKGROUND
  • Marchand C, Merrina F, Gagnayre R, Bouchaud O. A descriptive study of advising practices during travel health consultations in France. J Travel Med. 2017 Sep 1;24(5). doi: 10.1093/jtm/tax042.

    PMID: 28931133BACKGROUND
  • Masyeni S, Yohan B, Somia IKA, Myint KSA, Sasmono RT. Dengue infection in international travellers visiting Bali, Indonesia. J Travel Med. 2018 Aug 1;25(1):tay061. doi: 10.1093/jtm/tay061.

    PMID: 30113689BACKGROUND
  • McDermott MS, Oliver M, Svenson A, Simnadis T, Beck EJ, Coltman T, Iverson D, Caputi P, Sharma R. The theory of planned behaviour and discrete food choices: a systematic review and meta-analysis. Int J Behav Nutr Phys Act. 2015 Dec 30;12:162. doi: 10.1186/s12966-015-0324-z.

    PMID: 26715190BACKGROUND
  • Muller JM, Simonet AL, Binois R, Muggeo E, Bugnon P, Liet J, Duong M, Chavanet P, Piroth L. The respect of recommendations provided in an international travelers' medical service: far from the cup to the lips. J Travel Med. 2013 Mar-Apr;20(2):78-82. doi: 10.1111/j.1708-8305.2012.00675.x. Epub 2012 Nov 27.

    PMID: 23464713BACKGROUND
  • Pavli A, Silvestros C, Patrinos S, Lymperi I, Maltezou HC. Pre-travel preparation practices among business travellers to tropical and subtropical destinations: results from the Athens International Airport Survey. Travel Med Infect Dis. 2014 Jul-Aug;12(4):364-9. doi: 10.1016/j.tmaid.2013.12.004. Epub 2013 Dec 24.

    PMID: 24529745BACKGROUND
  • Peng Y, Wu X, Atkins S, Zwarentein M, Zhu M, Zhan XX, Zhang F, Ran P, Yan WR. Internet-based health education in China: a content analysis of websites. BMC Med Educ. 2014 Jan 27;14:16. doi: 10.1186/1472-6920-14-16.

    PMID: 24467710BACKGROUND
  • Raby E, Dyer JR. Endemic (murine) typhus in returned travelers from Asia, a case series: clues to early diagnosis and comparison with dengue. Am J Trop Med Hyg. 2013 Apr;88(4):701-3. doi: 10.4269/ajtmh.12-0590. Epub 2013 Jan 28. No abstract available.

    PMID: 23358638BACKGROUND
  • Rodriguez-Garcia R. The health-development link: travel as a public health issue. J Community Health. 2001 Apr;26(2):93-112. doi: 10.1023/a:1005225129295.

    PMID: 11322757BACKGROUND
  • Rolling T, Muhlenpfordt M, Addo MM, Cramer JP, Vinnemeier CD. Pre-travel advice at a crossroad: Medical preparedness of travellers to South and Southeast-Asia - The Hamburg Airport Survey. Travel Med Infect Dis. 2017 Jul-Aug;18:41-45. doi: 10.1016/j.tmaid.2017.07.008. Epub 2017 Jul 18.

    PMID: 28733254BACKGROUND
  • Rowe SL, Thevarajan I, Richards J, Gibney K, Simmons CP. The Rise of Imported Dengue Infections in Victoria, Australia, 2010(-)2016. Trop Med Infect Dis. 2018 Jan 21;3(1):9. doi: 10.3390/tropicalmed3010009.

    PMID: 30274408BACKGROUND
  • Sniehotta FF, Presseau J, Araujo-Soares V. Time to retire the theory of planned behaviour. Health Psychol Rev. 2014;8(1):1-7. doi: 10.1080/17437199.2013.869710. Epub 2014 Jan 2. No abstract available.

    PMID: 25053004BACKGROUND
  • Sohail A, McGuinness SL, Lightowler R, Leder K, Jomon B, Bain CA, Peleg AY. Spectrum of illness among returned Australian travellers from Bali, Indonesia: a 5-year retrospective observational study. Intern Med J. 2019 Jan;49(1):34-40. doi: 10.1111/imj.13993.

    PMID: 29869360BACKGROUND
  • Steffen R, deBernardis C, Banos A. Travel epidemiology--a global perspective. Int J Antimicrob Agents. 2003 Feb;21(2):89-95. doi: 10.1016/s0924-8579(02)00293-5.

    PMID: 12615369BACKGROUND
  • Tappe D, Nemecek A, Zipp F, Emmerich P, Gabriel M, Gunther S, Dobler G, Schmidt-Chanasit J, Stich A. Two laboratory-confirmed cases of Japanese encephalitis imported to Germany by travelers returning from Southeast Asia. J Clin Virol. 2012 Jul;54(3):282-5. doi: 10.1016/j.jcv.2012.03.004. Epub 2012 Mar 31.

    PMID: 22465340BACKGROUND
  • Thomson CA, Gibbs RA, Giele C, Firth MJ, Effler PV. Health Seeking Behaviours and Knowledge of Infectious Disease Risks in Western Australian Travellers to Southeast Asian Destinations: An Airport Survey. Trop Med Infect Dis. 2016 Jul 18;1(1):3. doi: 10.3390/tropicalmed1010003.

    PMID: 30270854BACKGROUND
  • Topa G, Moriano JA. Theory of planned behavior and smoking: meta-analysis and SEM model. Subst Abuse Rehabil. 2010 Dec 6;1:23-33. doi: 10.2147/SAR.S15168. eCollection 2010.

    PMID: 24474850BACKGROUND
  • Wirawan IMA, Wirawan DN, Kurniasari NMD, Merati KTP. Travel agent and tour guide perceptions on travel health promotion in Bali. Health Promot Int. 2020 Feb 1;35(1):e43-e50. doi: 10.1093/heapro/day119.

    PMID: 30668759BACKGROUND
  • Wirawan IMA, Putri WCWS, Kurniasari NMD, Mulyawan KH, Hendrayana MA, Suharlim C. Geo-mapping of hazards, risks, and travel health services in Bali: Results from the first stage of the integrated travel health surveillance and information system at destination (TravHeSID) project. Travel Med Infect Dis. 2020 Sep-Oct;37:101698. doi: 10.1016/j.tmaid.2020.101698. Epub 2020 Apr 28.

    PMID: 32360324BACKGROUND
  • Zimmermann R, Hattendorf J, Blum J, Nuesch R, Hatz C. Risk perception of travelers to tropical and subtropical countries visiting a swiss travel health center. J Travel Med. 2013 Jan-Feb;20(1):3-10. doi: 10.1111/j.1708-8305.2012.00671.x. Epub 2012 Nov 26.

    PMID: 23279224BACKGROUND
  • Nopiyani NMS, Januraga PP, Wirawan IMA, Bakta IM. Comprehensive Travel Health Education for Tour Guides: Protocol for an Exploratory Sequential Mixed Methods Research. JMIR Res Protoc. 2022 May 23;11(5):e33840. doi: 10.2196/33840.

MeSH Terms

Conditions

Health BehaviorTravel-Related Illness

Condition Hierarchy (Ancestors)

BehaviorSigns and SymptomsPathological Conditions, Signs and Symptoms

Study Officials

  • Ni Made Sri Nopiyani, MD, MPH

    Udayana University

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Ni Made Sri Nopiyani, MD, MPH

CONTACT

I Md Ady Wirawan, MD, MPH, Ph.D

CONTACT

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Purpose
PREVENTION
Intervention Model
PARALLEL
Model Details: Participants will be assigned to two groups (intervention and control groups) in parallel for the duration of the study. The allocation of participants into the intervention and control groups will be carried out using permuted block randomization technique.
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
MD, MPH

Study Record Dates

First Submitted

July 9, 2021

First Posted

July 14, 2021

Study Start

September 1, 2021

Primary Completion

December 31, 2021

Study Completion

January 31, 2022

Last Updated

July 21, 2021

Record last verified: 2021-07

Data Sharing

IPD Sharing
Will not share