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Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Research

Internet interventions and therapies for addressing the negative impact of digital overuse: a focus on digital free tourism and economic sustainability

Authors: Juan F. Arenas-Escaso, José A. Folgado-Fernández, Pedro R. Palos-Sánchez

Published in: BMC Public Health | Issue 1/2024

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Abstract

Background

The excessive use of information technologies (IT) and online digital devices are causing symptoms of burnout, anxiety, stress and dependency that affect the physical and mental health of our society, extending to leisure time and work relationships. Digital free tourism (DFT) is a phenomenon that emerges as a solution to technostress and pathologies derived from digital hyperconnection. The objective of this research is to advance the knowledge of new structures of motivational factors that can understand the decision of a tourist to make a DFT trip. To this end, it is investigated whether family and social engagement and health and relaxation have a positive impact on the behavioral intention of the potential tourist and whether this influences sustainability due to the importance of DFT in the new economic framework.

Methods

With a quantitative approach, the methodology used consisted of an online questionnaire among potential travelers. IBM SPSS Statistics 22.0 statistical software was used to evaluate the data obtained and confirm the relationships of the model and the research hypotheses.

Results

The results of the questionnaire assessed the contribution of each construct to the tourist’s behavioral intention and the tourist’s decision to make the decision to undertake a DFT experience.

Conclusions

DFT can be a driver of economic sustainability and health therapy in tourism in the digital age. This study aims to expand the lines of research on DFT and determine the complex factors that can lead a tourist to participate in the DFT experience. The results obtained can help managers of companies in the sector to offer more efficient and sustainable services that contribute to the health and wellbeing of tourists as a differentiating factor.
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Literature
2.
go back to reference Ronaghi M, Ronaghi M. A contextualized study of the usage of the augmented reality technology in the tourism industry. Decis Anal J. 2022;5:100136.CrossRef Ronaghi M, Ronaghi M. A contextualized study of the usage of the augmented reality technology in the tourism industry. Decis Anal J. 2022;5:100136.CrossRef
3.
go back to reference Wilcockson TDW, Osborne AM, Ellis DA. Digital detox: the effect of smartphone abstinence on mood, anxiety, and craving. Addict Behav. 2019;99:106013.PubMedCrossRef Wilcockson TDW, Osborne AM, Ellis DA. Digital detox: the effect of smartphone abstinence on mood, anxiety, and craving. Addict Behav. 2019;99:106013.PubMedCrossRef
4.
go back to reference Schwarzenegger C, Lohmeier C. Creating opportunities for temporary disconnection: how tourism professionals provide alternatives to being permanently online. Convergence. 2021;27:1631–47.CrossRef Schwarzenegger C, Lohmeier C. Creating opportunities for temporary disconnection: how tourism professionals provide alternatives to being permanently online. Convergence. 2021;27:1631–47.CrossRef
5.
go back to reference Chuang H-M, Liao Y-D. Sustainability of the benefits of Social Media on Socializing and Learning: an empirical case of Facebook. Sustainability. 2021;13. Chuang H-M, Liao Y-D. Sustainability of the benefits of Social Media on Socializing and Learning: an empirical case of Facebook. Sustainability. 2021;13.
6.
go back to reference Lehto XY. Vacation as a Public Health Resource: toward a Wellness-centered Tourism Design Approach. J Hosp Tour Res. 2019;43:935–60.CrossRef Lehto XY. Vacation as a Public Health Resource: toward a Wellness-centered Tourism Design Approach. J Hosp Tour Res. 2019;43:935–60.CrossRef
7.
go back to reference Hassan TH, Salem AE, Saleh MI. Digital-Free Tourism Holiday as a New Approach for Tourism Well-Being: tourists’ Attributional Approach. Int J Environ Res Public Health. 2022;19:5974.PubMedPubMedCentralCrossRef Hassan TH, Salem AE, Saleh MI. Digital-Free Tourism Holiday as a New Approach for Tourism Well-Being: tourists’ Attributional Approach. Int J Environ Res Public Health. 2022;19:5974.PubMedPubMedCentralCrossRef
8.
go back to reference Qurashi J. The impact of SMART media technologies (SMT) on the spiritual experience of Hajj pilgrims. Int J Relig Tour Pilgr. 2018;6:37–48. Qurashi J. The impact of SMART media technologies (SMT) on the spiritual experience of Hajj pilgrims. Int J Relig Tour Pilgr. 2018;6:37–48.
9.
go back to reference Fryman S. Measuring smartphone dependency and exploration of consequences and comorbidities. Comput Hum Behav Rep. 2021;4:100108.CrossRef Fryman S. Measuring smartphone dependency and exploration of consequences and comorbidities. Comput Hum Behav Rep. 2021;4:100108.CrossRef
13.
go back to reference Lu X, Yeo KJ, Guo F, Zhao Z, Wu O. Psychometric property and measurement invariance of internet addiction test: the effect of socio-demographic and internet use variables. BMC Public Health. 2022;22:1548.PubMedPubMedCentralCrossRef Lu X, Yeo KJ, Guo F, Zhao Z, Wu O. Psychometric property and measurement invariance of internet addiction test: the effect of socio-demographic and internet use variables. BMC Public Health. 2022;22:1548.PubMedPubMedCentralCrossRef
14.
go back to reference Guo W, Tao Y, Li X, Lin X, Meng Y, Yang X, et al. Associations of Internet Addiction Severity with psychopathology, Serious Mental Illness, and suicidality: large-sample cross-sectional study. J Med Internet Res. 2020;22:e17560.PubMedPubMedCentralCrossRef Guo W, Tao Y, Li X, Lin X, Meng Y, Yang X, et al. Associations of Internet Addiction Severity with psychopathology, Serious Mental Illness, and suicidality: large-sample cross-sectional study. J Med Internet Res. 2020;22:e17560.PubMedPubMedCentralCrossRef
15.
go back to reference Jiang Y, Balaji MS. Getting unwired: what drives travellers to take a digital detox holiday? Tour Recreat Res. 2021;:1–17. Jiang Y, Balaji MS. Getting unwired: what drives travellers to take a digital detox holiday? Tour Recreat Res. 2021;:1–17.
16.
go back to reference Vanden Abeele MMP, Halfmann A, Lee EWJ. Drug, demon, or donut? Theorizing the relationship between social media use, digital well-being and digital disconnection. Curr Opin Psychol. 2022;45:101295.PubMedCrossRef Vanden Abeele MMP, Halfmann A, Lee EWJ. Drug, demon, or donut? Theorizing the relationship between social media use, digital well-being and digital disconnection. Curr Opin Psychol. 2022;45:101295.PubMedCrossRef
17.
go back to reference Fan DXF, Buhalis D, Lin B. A tourist typology of online and face-to-face social contact: destination immersion and tourism encapsulation/decapsulation. Ann Tour Res. 2019;78. Fan DXF, Buhalis D, Lin B. A tourist typology of online and face-to-face social contact: destination immersion and tourism encapsulation/decapsulation. Ann Tour Res. 2019;78.
18.
go back to reference Liu Y, Hu H. Digital-free tourism intention: a technostress perspective. Curr Issues Tour. 2021;24:3271–4.CrossRef Liu Y, Hu H. Digital-free tourism intention: a technostress perspective. Curr Issues Tour. 2021;24:3271–4.CrossRef
19.
go back to reference Suarez AM. El Eterno debate Sobre La desconexión digital. Riv Polit. 2022;:30. Suarez AM. El Eterno debate Sobre La desconexión digital. Riv Polit. 2022;:30.
20.
go back to reference Anrijs S, Bombeke K, Durnez W, Van Damme K, Vanhaelewyn B, Conradie P, et al. MobileDNA: relating physiological stress measurements to smartphone usage to assess the Effect of a Digital Detox. In: Stephanidis C, editor. HCI International 2018– posters’ extended abstracts. Cham: Springer International Publishing; 2018. pp. 356–63.CrossRef Anrijs S, Bombeke K, Durnez W, Van Damme K, Vanhaelewyn B, Conradie P, et al. MobileDNA: relating physiological stress measurements to smartphone usage to assess the Effect of a Digital Detox. In: Stephanidis C, editor. HCI International 2018– posters’ extended abstracts. Cham: Springer International Publishing; 2018. pp. 356–63.CrossRef
21.
go back to reference Bayer JB, Triệu P, Ellison NB. Social Media Elements, ecologies, and effects. Annu Rev Psychol. 2020;71:471–97.PubMedCrossRef Bayer JB, Triệu P, Ellison NB. Social Media Elements, ecologies, and effects. Annu Rev Psychol. 2020;71:471–97.PubMedCrossRef
22.
go back to reference Custers B. New digital rights: imagining additional fundamental rights for the digital era. Comput Law Secur Rev. 2022;44:105636.CrossRef Custers B. New digital rights: imagining additional fundamental rights for the digital era. Comput Law Secur Rev. 2022;44:105636.CrossRef
23.
go back to reference Guyard C, Kaun A. Workfulness: governing the disobedient brain. J Cult Econ. 2018;11:535–48.CrossRef Guyard C, Kaun A. Workfulness: governing the disobedient brain. J Cult Econ. 2018;11:535–48.CrossRef
25.
go back to reference Gareau E, Phillips KP. Key informant perspectives on sexual health services for travelling young adults: a qualitative study. BMC Health Serv Res. 2022;22:145.PubMedPubMedCentralCrossRef Gareau E, Phillips KP. Key informant perspectives on sexual health services for travelling young adults: a qualitative study. BMC Health Serv Res. 2022;22:145.PubMedPubMedCentralCrossRef
26.
go back to reference Dickinson JE, Hibbert JF, Filimonau V. Mobile technology and the tourist experience: (Dis)connection at the campsite. Tour Manag. 2016;57:193–201.CrossRef Dickinson JE, Hibbert JF, Filimonau V. Mobile technology and the tourist experience: (Dis)connection at the campsite. Tour Manag. 2016;57:193–201.CrossRef
27.
go back to reference Cai W, McKenna B, Waizenegger L. Turning it off: emotions in Digital-Free Travel. J Travel Res. 2020;59:909–27.CrossRef Cai W, McKenna B, Waizenegger L. Turning it off: emotions in Digital-Free Travel. J Travel Res. 2020;59:909–27.CrossRef
28.
go back to reference Cai W, McKenna B. Power and resistance: Digital-Free Tourism in a Connected World. J Travel Res. 2023;62:290–304.CrossRef Cai W, McKenna B. Power and resistance: Digital-Free Tourism in a Connected World. J Travel Res. 2023;62:290–304.CrossRef
29.
go back to reference Gaafar. Digital Detox Tourism at the Egyptian destination: attitudes and motivators. J Assoc Arab Univ Tour Hosp. 2021;0:0–0. Gaafar. Digital Detox Tourism at the Egyptian destination: attitudes and motivators. J Assoc Arab Univ Tour Hosp. 2021;0:0–0.
30.
go back to reference Radtke T, Apel T, Schenkel K, Keller J, von Lindern E. Digital detox: an effective solution in the smartphone era? A systematic literature review. Mob Media Commun. 2022;10:190–215.CrossRef Radtke T, Apel T, Schenkel K, Keller J, von Lindern E. Digital detox: an effective solution in the smartphone era? A systematic literature review. Mob Media Commun. 2022;10:190–215.CrossRef
31.
go back to reference Choi Y, Hickerson B, Lee J, Lee H, Choe Y. Digital Tourism and Wellbeing: conceptual Framework to Examine Technology effects of Online Travel Media. Int J Environ Res Public Health. 2022;19. Choi Y, Hickerson B, Lee J, Lee H, Choe Y. Digital Tourism and Wellbeing: conceptual Framework to Examine Technology effects of Online Travel Media. Int J Environ Res Public Health. 2022;19.
32.
go back to reference Egger I, Lei SI, Wassler P. Digital free tourism– an exploratory study of tourist motivations. Tour Manag. 2020;79. Egger I, Lei SI, Wassler P. Digital free tourism– an exploratory study of tourist motivations. Tour Manag. 2020;79.
33.
go back to reference El Archi Y, Benbba B. The Applications of Technology Acceptance Models in Tourism and Hospitality Research: a systematic literature review. J Environ Manag Tour. 2023;14:379.CrossRef El Archi Y, Benbba B. The Applications of Technology Acceptance Models in Tourism and Hospitality Research: a systematic literature review. J Environ Manag Tour. 2023;14:379.CrossRef
34.
go back to reference Adongo CA, Taale F, Adam I. Tourists’ values and empathic attitude toward sustainable development in tourism. Ecol Econ. 2018;150:251–63.CrossRef Adongo CA, Taale F, Adam I. Tourists’ values and empathic attitude toward sustainable development in tourism. Ecol Econ. 2018;150:251–63.CrossRef
35.
go back to reference Arenas F, Fernández JAF, Sánchez PRP. Digital Free Tourism (DFT) o desconectar para volver a conectar: una oportunidad económica y turística. Suma Negocios. 2022;13:39–49.CrossRef Arenas F, Fernández JAF, Sánchez PRP. Digital Free Tourism (DFT) o desconectar para volver a conectar: una oportunidad económica y turística. Suma Negocios. 2022;13:39–49.CrossRef
36.
go back to reference Román JL, Cárdenas-García P, Pulido-Fernández J. Tourists’ willingness to pay to improve sustainability and experience at destination. J Destin Mark Manag. 2021;19:100540. Román JL, Cárdenas-García P, Pulido-Fernández J. Tourists’ willingness to pay to improve sustainability and experience at destination. J Destin Mark Manag. 2021;19:100540.
37.
go back to reference Zale A, Lasecke M, Baeza-Hernandez K, Testerman A, Aghakhani S, Muñoz RF, et al. Technology and psychotherapeutic interventions: bibliometric analysis of the past four decades. Internet Interv. 2021;25:100425.PubMedPubMedCentralCrossRef Zale A, Lasecke M, Baeza-Hernandez K, Testerman A, Aghakhani S, Muñoz RF, et al. Technology and psychotherapeutic interventions: bibliometric analysis of the past four decades. Internet Interv. 2021;25:100425.PubMedPubMedCentralCrossRef
38.
go back to reference King DL, Billieux J, Mueller K, Delfabbro PH. Clinical interventions for technology-based problems. Mental Health in a Digital World. Elsevier; 2022. pp. 435–57. King DL, Billieux J, Mueller K, Delfabbro PH. Clinical interventions for technology-based problems. Mental Health in a Digital World. Elsevier; 2022. pp. 435–57.
39.
go back to reference Li J, Pearce PL, Oktadiana H. Can digital-free tourism build character strengths? Ann Tour Res. 2020;85. Li J, Pearce PL, Oktadiana H. Can digital-free tourism build character strengths? Ann Tour Res. 2020;85.
40.
go back to reference Schmuck D. Does Digital Detox work? Exploring the role of Digital Detox Applications for Problematic Smartphone Use and well-being of young adults using Multigroup Analysis. Cyberpsychology Behav Soc Netw. 2020;23:526–32.CrossRef Schmuck D. Does Digital Detox work? Exploring the role of Digital Detox Applications for Problematic Smartphone Use and well-being of young adults using Multigroup Analysis. Cyberpsychology Behav Soc Netw. 2020;23:526–32.CrossRef
41.
go back to reference Nguyen MH. Managing Social Media Use in an Always-On Society: exploring Digital Wellbeing Strategies that people Use to Disconnect. Mass Commun Soc. 2021;24:795–817.CrossRef Nguyen MH. Managing Social Media Use in an Always-On Society: exploring Digital Wellbeing Strategies that people Use to Disconnect. Mass Commun Soc. 2021;24:795–817.CrossRef
42.
go back to reference Hair JF, Hult GTM, Ringle CM, Sarstedt M. A primer on partial least squares structural equation modeling (. PLS-SEM); 2013. Hair JF, Hult GTM, Ringle CM, Sarstedt M. A primer on partial least squares structural equation modeling (. PLS-SEM); 2013.
43.
go back to reference Cohen A, Doveh E, Nahum-Shani I. Testing agreement for Multi-item Scales with the IndicesrWG(J) and AD M(J). Organ Res Methods. 2009;12:148–64.CrossRef Cohen A, Doveh E, Nahum-Shani I. Testing agreement for Multi-item Scales with the IndicesrWG(J) and AD M(J). Organ Res Methods. 2009;12:148–64.CrossRef
44.
go back to reference Kock N. Using WarpPLS in e-Collaboration studies: Mediating effects, Control and second order variables, and Algorithm choices. IJeC. 2011;7:1–13. Kock N. Using WarpPLS in e-Collaboration studies: Mediating effects, Control and second order variables, and Algorithm choices. IJeC. 2011;7:1–13.
45.
go back to reference Pearce PL. Tourism in Technology Dead zones: documenting Experiential dimensions. Int J Tour Sci. 2012;12:1–20. Pearce PL. Tourism in Technology Dead zones: documenting Experiential dimensions. Int J Tour Sci. 2012;12:1–20.
46.
go back to reference Howell AJ, Dopko RL, Passmore H-A, Buro K. Nature connectedness: associations with well-being and mindfulness. Personal Individ Differ. 2011;51:166–71.CrossRef Howell AJ, Dopko RL, Passmore H-A, Buro K. Nature connectedness: associations with well-being and mindfulness. Personal Individ Differ. 2011;51:166–71.CrossRef
47.
go back to reference Mayer FS, Frantz CM. The connectedness to nature scale: a measure of individuals’ feeling in community with nature. J Environ Psychol. 2004;24:503–15.CrossRef Mayer FS, Frantz CM. The connectedness to nature scale: a measure of individuals’ feeling in community with nature. J Environ Psychol. 2004;24:503–15.CrossRef
48.
go back to reference Floros C, Cai W, McKenna B, Ajeeb D. Imagine being off-the-grid: millennials’ perceptions of digital-free travel. J Sustain Tour. 2021;29:751–66.CrossRef Floros C, Cai W, McKenna B, Ajeeb D. Imagine being off-the-grid: millennials’ perceptions of digital-free travel. J Sustain Tour. 2021;29:751–66.CrossRef
49.
go back to reference Syvertsen T. Offline tourism: digital and screen ambivalence in Norwegian mountain huts with no internet access. Scand J Hosp Tour. 2022;:1–15. Syvertsen T. Offline tourism: digital and screen ambivalence in Norwegian mountain huts with no internet access. Scand J Hosp Tour. 2022;:1–15.
50.
go back to reference Jiang Y, Chen N (Chris), editors. Event attendance motives, host city evaluation, and behavioral intentions. Int J Contemp Hosp Manag. 2019;31:3270–86. Jiang Y, Chen N (Chris), editors. Event attendance motives, host city evaluation, and behavioral intentions. Int J Contemp Hosp Manag. 2019;31:3270–86.
51.
go back to reference Salazar-Concha C, Ficapal-Cusí P, Boada-Grau J. Tecnoestrés. Evolución Del concepto y sus principales consecuencias. Teuken Bidikay - Rev Latinoam Investig En Organ Ambiente Soc. 2020;11:165–80.CrossRef Salazar-Concha C, Ficapal-Cusí P, Boada-Grau J. Tecnoestrés. Evolución Del concepto y sus principales consecuencias. Teuken Bidikay - Rev Latinoam Investig En Organ Ambiente Soc. 2020;11:165–80.CrossRef
52.
go back to reference Ortoll E, Cobarsí-Morales J. Conexión Y desconexión digital: una reflexión. Anu ThinkEPI. 2016;10:165–71.CrossRef Ortoll E, Cobarsí-Morales J. Conexión Y desconexión digital: una reflexión. Anu ThinkEPI. 2016;10:165–71.CrossRef
53.
54.
go back to reference Pawłowska-Legwand A, Matoga Ł. Disconnect from the Digital World to reconnect with the Real Life: an analysis of the potential for development of Unplugged Tourism on the Example of Poland. Tour Plan Dev. 2021;18:649–72.CrossRef Pawłowska-Legwand A, Matoga Ł. Disconnect from the Digital World to reconnect with the Real Life: an analysis of the potential for development of Unplugged Tourism on the Example of Poland. Tour Plan Dev. 2021;18:649–72.CrossRef
55.
go back to reference Collier R. Virtual detox: inpatient therapy for internet addicts. Can Med Assoc J. 2009;181:E193–4.CrossRef Collier R. Virtual detox: inpatient therapy for internet addicts. Can Med Assoc J. 2009;181:E193–4.CrossRef
56.
go back to reference Johnsen HM. User evaluation of a therapist-guided internet-delivered treatment program for anxiety disorders: a qualitative study. Internet Interv. 2021;25:100389.PubMedPubMedCentralCrossRef Johnsen HM. User evaluation of a therapist-guided internet-delivered treatment program for anxiety disorders: a qualitative study. Internet Interv. 2021;25:100389.PubMedPubMedCentralCrossRef
57.
go back to reference Zhuang X, Hou X, Feng Z, Lin Z, Li J. Subjective norms, attitudes, and intentions of AR technology use in tourism experience: the moderating effect of millennials. Leis Stud. 2021;40:392–406.CrossRef Zhuang X, Hou X, Feng Z, Lin Z, Li J. Subjective norms, attitudes, and intentions of AR technology use in tourism experience: the moderating effect of millennials. Leis Stud. 2021;40:392–406.CrossRef
58.
go back to reference Li J, P, Oktadiana PL.;, H. Can digital-free tourism build character strengths? Ann. Tour Res 2020. 2020;85:103037. Li J, P, Oktadiana PL.;, H. Can digital-free tourism build character strengths? Ann. Tour Res 2020. 2020;85:103037.
59.
go back to reference Jackson M. Utilizing attribution theory to develop new insights into tourism experiences. J Hosp Tour Manag 2019. 2019;38. Jackson M. Utilizing attribution theory to develop new insights into tourism experiences. J Hosp Tour Manag 2019. 2019;38.
60.
go back to reference Fong LHN, Lam LW, Law R. How locus of control shapes intention to reuse mobile apps for making hotel reservations: evidence from Chinese consumers. Tour Manag. 2017;61:331–42.CrossRef Fong LHN, Lam LW, Law R. How locus of control shapes intention to reuse mobile apps for making hotel reservations: evidence from Chinese consumers. Tour Manag. 2017;61:331–42.CrossRef
61.
go back to reference Sutton T. Digital harm and addiction: an anthropological view. Anthropol Today. 2020;36:17–22.CrossRef Sutton T. Digital harm and addiction: an anthropological view. Anthropol Today. 2020;36:17–22.CrossRef
62.
63.
go back to reference Ozdemir MA. Research trends on digital detox holidays: a bibliometric analysis, 2012–2020. Tour Manag Stud. 2021;17:21–35.CrossRef Ozdemir MA. Research trends on digital detox holidays: a bibliometric analysis, 2012–2020. Tour Manag Stud. 2021;17:21–35.CrossRef
64.
go back to reference Díaz-Meneses G, Estupinán-Ojeda M. The outbreak of Digital Detox Motives and Their Public Health Implications for Holiday Destinations. Int J Environ Res Public Health. 2022;19:1548.PubMedPubMedCentralCrossRef Díaz-Meneses G, Estupinán-Ojeda M. The outbreak of Digital Detox Motives and Their Public Health Implications for Holiday Destinations. Int J Environ Res Public Health. 2022;19:1548.PubMedPubMedCentralCrossRef
66.
go back to reference Palos-Sanchez PR, Saura JR, Rios Martin MÁ, Aguayo-Camacho M. Toward a better understanding of the intention to use mHealth apps: exploratory study. JMIR Mhealth Uhealth. 2021;9:e27021.PubMedPubMedCentralCrossRef Palos-Sanchez PR, Saura JR, Rios Martin MÁ, Aguayo-Camacho M. Toward a better understanding of the intention to use mHealth apps: exploratory study. JMIR Mhealth Uhealth. 2021;9:e27021.PubMedPubMedCentralCrossRef
67.
go back to reference Björk P, Prebensen N, Räikkönen J, Sundbo J. 20 years of nordic tourism experience research: a review and future research agenda. Scand J Hosp Tour. 2021;21:26–36.CrossRef Björk P, Prebensen N, Räikkönen J, Sundbo J. 20 years of nordic tourism experience research: a review and future research agenda. Scand J Hosp Tour. 2021;21:26–36.CrossRef
69.
go back to reference Hardy A, Beeton RJS, Pearson L. Sustainable tourism: an overview of the Concept and its position in relation to conceptualisations of Tourism. J Sustain Tour. 2002;10:475–96.CrossRef Hardy A, Beeton RJS, Pearson L. Sustainable tourism: an overview of the Concept and its position in relation to conceptualisations of Tourism. J Sustain Tour. 2002;10:475–96.CrossRef
70.
go back to reference Sharma A, Sharma S, Chaudhary M. Are small travel agencies ready for digital marketing? Views of travel agency managers. Tour Manag. 2020;79:104078.CrossRef Sharma A, Sharma S, Chaudhary M. Are small travel agencies ready for digital marketing? Views of travel agency managers. Tour Manag. 2020;79:104078.CrossRef
71.
go back to reference Thomas V, Azmitia M, Whittaker S, Unplugged. Exploring the costs and benefits of constant connection. Comput Hum Behav. 2016;63:540–8.CrossRef Thomas V, Azmitia M, Whittaker S, Unplugged. Exploring the costs and benefits of constant connection. Comput Hum Behav. 2016;63:540–8.CrossRef
72.
go back to reference Hoving K. Digital Detox Tourism: Why disconnect? What are the motives of Dutch tourists to undertake a digital detox holiday? Master’s Thesis. Umeå University, Economic and social geography; 2017. Hoving K. Digital Detox Tourism: Why disconnect? What are the motives of Dutch tourists to undertake a digital detox holiday? Master’s Thesis. Umeå University, Economic and social geography; 2017.
73.
go back to reference Gursoy D, Rutherford DG. Host attitudes toward tourism: an Improved Structural Model. Ann Tour Res. 2004;31:495–516.CrossRef Gursoy D, Rutherford DG. Host attitudes toward tourism: an Improved Structural Model. Ann Tour Res. 2004;31:495–516.CrossRef
74.
go back to reference Podsakoff PM, MacKenzie SB, Podsakoff NP. Sources of Method Bias in Social Science Research and recommendations on how to control it. Annu Rev Psychol. 2012;63:539–69.PubMedCrossRef Podsakoff PM, MacKenzie SB, Podsakoff NP. Sources of Method Bias in Social Science Research and recommendations on how to control it. Annu Rev Psychol. 2012;63:539–69.PubMedCrossRef
75.
go back to reference Gallagher D, Ting L, Palmer A. A journey into the unknown; taking the fear out of structural equation modeling with AMOS for the first-time user. Mark Rev. 2008;8:255–75.CrossRef Gallagher D, Ting L, Palmer A. A journey into the unknown; taking the fear out of structural equation modeling with AMOS for the first-time user. Mark Rev. 2008;8:255–75.CrossRef
76.
go back to reference Richter NF, Cepeda G, Roldán JL, Ringle CM. European management research using partial least squares structural equation modeling (PLS-SEM). Eur Manag J. 2016;34:589–97.CrossRef Richter NF, Cepeda G, Roldán JL, Ringle CM. European management research using partial least squares structural equation modeling (PLS-SEM). Eur Manag J. 2016;34:589–97.CrossRef
77.
go back to reference Henseler J, Hubona G, Ray P, Using. PLS path modeling in New Technology Research: updated guidelines. Ind Manag Amp Data Syst. 2016;116:2–20.CrossRef Henseler J, Hubona G, Ray P, Using. PLS path modeling in New Technology Research: updated guidelines. Ind Manag Amp Data Syst. 2016;116:2–20.CrossRef
78.
go back to reference Deng T, Kanthawala, Shaheen, Meng J, Peng, Wei, Kononova, Anastasia, Hao Q et al. Measuring smartphone usage and task switching with log tracking and self-reports Mobile Media & Communication. Mob Media Commun. 2018;Volume: 7 issue: 1, page(s): 3–23 Article first published online: April 25, 2018; Issue published: January 1, 2019:3–23. Deng T, Kanthawala, Shaheen, Meng J, Peng, Wei, Kononova, Anastasia, Hao Q et al. Measuring smartphone usage and task switching with log tracking and self-reports Mobile Media & Communication. Mob Media Commun. 2018;Volume: 7 issue: 1, page(s): 3–23 Article first published online: April 25, 2018; Issue published: January 1, 2019:3–23.
79.
go back to reference Fornell C, Larcker DF. Evaluating Structural equation models with unobservable variables and measurement error. J Mark Res. 1981;18:39–50.CrossRef Fornell C, Larcker DF. Evaluating Structural equation models with unobservable variables and measurement error. J Mark Res. 1981;18:39–50.CrossRef
80.
go back to reference Hair JF, Ringle CM, Sarstedt M. PLS-SEM: indeed a silver bullet. J Mark Theory Pract. 2011;19:139–52.CrossRef Hair JF, Ringle CM, Sarstedt M. PLS-SEM: indeed a silver bullet. J Mark Theory Pract. 2011;19:139–52.CrossRef
81.
go back to reference Silva R, Bido, Ringle C, Silva D, Bido D. STRUCTURAL EQUATION MODELING WITH THE SMARTPLS. Rev Bras Mark. 2014;13:56–73. Silva R, Bido, Ringle C, Silva D, Bido D. STRUCTURAL EQUATION MODELING WITH THE SMARTPLS. Rev Bras Mark. 2014;13:56–73.
82.
go back to reference Sarstedt M, Hair JF, Cheah J-H, Becker J-M, Ringle CM. How to specify, estimate, and validate higher-order constructs in PLS-SEM. Australas Mark J AMJ. 2019;27:197–211. Sarstedt M, Hair JF, Cheah J-H, Becker J-M, Ringle CM. How to specify, estimate, and validate higher-order constructs in PLS-SEM. Australas Mark J AMJ. 2019;27:197–211.
83.
go back to reference Falk RF, Miller NB. A primer for soft modeling. Akron, OH, US: University of Akron Press; 1992. Falk RF, Miller NB. A primer for soft modeling. Akron, OH, US: University of Akron Press; 1992.
84.
go back to reference Chin WW. Commentary: Issues and opinion on structural equation modeling. 1998. Chin WW. Commentary: Issues and opinion on structural equation modeling. 1998.
85.
go back to reference Tanti A, Buhalis D. The influences and consequences of being digitally connected and/or disconnected to travellers. Inf Technol Tour. 2017;17:121–41.CrossRef Tanti A, Buhalis D. The influences and consequences of being digitally connected and/or disconnected to travellers. Inf Technol Tour. 2017;17:121–41.CrossRef
86.
go back to reference Li J, Pearce PL, Low D. Media representation of digital-free tourism: a critical discourse analysis. Tour Manag. 2018;69:317–29.CrossRef Li J, Pearce PL, Low D. Media representation of digital-free tourism: a critical discourse analysis. Tour Manag. 2018;69:317–29.CrossRef
Metadata
Title
Internet interventions and therapies for addressing the negative impact of digital overuse: a focus on digital free tourism and economic sustainability
Authors
Juan F. Arenas-Escaso
José A. Folgado-Fernández
Pedro R. Palos-Sánchez
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-023-17584-6

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