Araştırma Makalesi
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MODERATED MEDIATION EFFECTS OF PERCEIVED SATISFACTION, QUALITY LEVELS, AND DEMOGRAPHIC CHARACTERISTICS ON THE RELATIONSHIP BETWEEN E-HEALTHCARE AND HEALTHCARE USAGE

Yıl 2025, Cilt: 23 Sayı: 56, 921 - 944, 19.03.2025
https://doi.org/10.35408/comuybd.1578837

Öz

This study aims to determine the moderated mediation effects of perceived satisfaction, quality levels, and demographic characteristics in the relationship between e-healthcare and healthcare usage. The research was conducted between February 15 and March 15, 2024, with 410 people who agreed to participate in the study living in a central district of Ankara. Data was collected using a three-part data collection form. The first part of the data form includes questions aimed at measuring participant characteristics; the second part includes questions aimed at measuring E-healthcare Use (E-HSU) and Healthcare Use (HCU). The last part includes questions measuring participants' perceived health service quality and satisfaction. SPSS 29 and AMOS 24 software were used in data analysis. Significant relationships were found between the ages of the participants and perceived satisfaction (r=0.249), perceived service quality (r=0.266), e-healthcare usage (r=-0.308), and healthcare usage (r=0.391). The indirect effects determined that perceived satisfaction (b=-0.108) and perceived quality (b=-0.082) mediated the relationship between e-healthcare usage and healthcare usage. Age was a moderator variable in the indirect effect of e-healthcare usage on healthcare utilization through perceived satisfaction (b=-0.001) and perceived quality (b=-0.001). This study's findings indicate that older individuals tend to use e-healthcare through higher perceived health service quality and satisfaction levels. This result suggests that the fact that older individuals are not as active as younger individuals in using technology is also effective. Based on the findings of this study, researchers, health policymakers, and managers can consider e-healthcare designs that older individuals can use.

Etik Beyan

This study was conducted with the approval of the Çankırı Karatekin University Health Sciences Ethics Committee in its meeting dated February 5, 2024, and numbered 11.

Kaynakça

  • Abu-Salim, T., Mustafa, N., Onyia, O. P., and Watson, A. W. (2019). Gender in Service Quality Expectations in Hospitals. International Journal of Quality and Service Sciences, 11(4), 604-619.
  • Akter, S., D’Ambra, J., and Ray, P. (2013). Development and Validation of An Instrument to Measure User Perceived Service Quality of mHealth. Information & Management, 50(4), 181-195.
  • Al-Damen, R. (2017). Health Care Service Quality and Its Impact on Patient Satisfaction "case of Al-Bashir Hospital". International Journal of Business and Management, 12(9), 136-152.
  • Almanasreh, E., Moles, R. J., and Chen, T. F. (2022). Chapter 41 - A Practical Approach to The Assessment and Quantification of Content Validity. In S. P. Desselle, V. García-Cárdenas, C. Anderson, P. Aslani, A. M. H. Chen, and T. F. Chen (Eds.), Contemporary Research Methods in Pharmacy and Health Services (pp. 583-599). Academic Press.
  • Alrubaiee, L., and Alkaa'ida, F. (2011). The Mediating Effect of Patient Satisfaction In The Patients' Perceptions of Healthcare Quality-Patient Trust Relationship. International Journal of Marketing Studies, 3(1), 103.
  • Ami-Narh, J. T., and Williams, P. A. (2012). A Revised UTAUT Model to Investigate E-Health Acceptance of Health Professionals in Africa. Journal of Emerging Trends in Computing and Information Sciences, 3(10), 1383-1391. Anderson, J. G., Rainey, M. R., and Eysenbach, G. (2003). The Impact of Cyberhealthcare on The Physician–Patient Relationship. Journal of medical systems, 27, 67-84.
  • Arora, C., Sinha, B., Malhotra, A., and Ranjan, P. (2017). Development and Validation of Health Education Tools and Evaluation Questionnaires for Improving Patient Care in Lifestyle Related Diseases. J Clin Diagn Res, 11(5), Je06-je09.
  • Asnawi, A., Awang, Z., Afthanorhan, A., Mohamad, M., and Karim, F. (2019). The Influence of Hospital Image and Service Quality on Patients' Satisfaction And Loyalty. Management Science Letters, 9(6), 911-920.
  • Atella, V., Piano Mortari, A., Kopinska, J., Belotti, F., Lapi, F., Cricelli, C., and Fontana, L. (2019). Trends in Age-Related Disease Burden and Healthcare Utilization. Aging Cell, 18(1), e12861.
  • Bellio, E., and Buccoliero, L. (2021). Main Factors Affecting Perceived Quality in Healthcare: A Patient Perspective Approach. The TQM Journal, 33(7), 176-192.
  • Brown, A. D., Sandoval, G. A., Murray, M., and Boissonnault, B. (2007). Comparing Patient Reports About Hospital Care Across A Canadian-US Border. International Journal for Quality in Health Care, 20(2), 95-104.
  • Butler, D., Oswald, S. L., and Turner, D. E. (1996). The Effects of Demographics on Determinants of Perceived Healthcare Service Quality. Journal of Management in Medicine, 10(5), 8-20.
  • Chismar, W. G., and Wiley-Patton, S. (2003). Does The Extended Technology Acceptance Model Apply to Physicians. Proceedings of the 36th Annual Hawaii International Conference on System Sciences.
  • Davis, L. L. (1992). Instrument Review: Getting The Most From A Panel of Experts. Applied nursing research, 5(4), 194-197.
  • De Rosis, S., and Barsanti, S. (2016). Patient Satisfaction, E-Health and The Evolution of The Patient–General Practitioner Relationship: Evidence From an Italian survey. Health Policy, 120(11), 1279-1292.
  • Gage, A. D., Leslie, H. H., Bitton, A., Jerome, J. G., Joseph, J. P., Thermidor, R., and Kruk, M. E. (2018). Does Quality Influence Utilization of Primary Health Care? Evidence From Haiti. Globalization and Health, 14(1), 59.
  • Gündoğdu, S., and Erkek, S. (2022). Vatandaş Gözünden E-Sağlık Hizmetlerinin Değerlendirilmesi: Farkındalık, Kullanım ve Memnuniyet Düzeyleri. Selçuk Üniversitesi Sosyal Bilimler Meslek Yüksekokulu Dergisi, 25(2), 646-667.
  • Hayes, A. F., and Matthes, J. (2009). Computational Procedures for Probing Interactions in OLS and Logistic Regression: SPSS and SAS Implementations. Behavior research methods, 41(3), 924-936.
  • Helena Vinagre, M., and Neves, J. (2008). The Influence of Service Quality and Patients' Emotions on Satisfaction. International Journal of Health Care Quality Assurance, 21(1), 87-103.
  • Hofstede, J., de Bie, J., van Wijngaarden, B., and Heijmans, M. (2014). Knowledge, Use and Attitude Toward Ehealth Among Patients with Chronic Lung Diseases. Int J Med Inform, 83(12), 967-974.
  • Jenkinson, C., Coulter, A., and Bruster, S. (2002). The Picker Patient Experience Questionnaire: Development And Validation Using Data From In-Patient Surveys In Five Countries. International Journal for Quality in Health Care, 14(5), 353-358.
  • Katz, E., Edelstein, B., and Turiano, N. A. (2023). Age as a Moderator of Health Outcomes and Trust in Physicians. Journal of Aging and Health, 08982643231187104.
  • Kavuncubaşı, Ş., and Yıldırım, S. (2010). Hastane ve Sağlık Kurumları Yönetimi, Ankara: Siyasal Kitabevi.
  • LaMonica, H. M., English, A., Hickie, I. B., Ip, J., Ireland, C., West, S., Shaw, T., Mowszowski, L., Glozier, N., Duffy, S., Gibson, A. A., and Naismith, S. L. (2017). Examining Internet and eHealth Practices and Preferences: Survey Study of Australian Older Adults With Subjective Memory Complaints, Mild Cognitive Impairment, or Dementia. J Med Internet Res, 19(10), e358.
  • Lingrui, L., Hannah, H. L., Martias, J., and Margaret, E. K. (2019). Exploring The Association Between Sick Child Healthcare Utilisation and Health Facility Quality in Malawi: A Cross-Sectional Study. BMJ Open, 9(7), e029631.
  • Manulik, S., Karniej, P., and Rosińczuk, J. (2018). The Influence of Sociodemographic Characteristics on Respondents' Perceptions of Healthcare Service Quality. Journal of Education, Health and Sport, 8(12), 708-724.
  • McCreary, D. R., and Sadava, S. W. (2001). Gender Differences in Relationships Among Perceived Attractiveness, Life Satisfaction, and Health in Adults as a Function of Body Mass Index and Perceived Weight. Psychology of Men & Masculinity, 2(2), 108-116.
  • Meesala, A., and Paul, J. (2018). Service Quality, Consumer Satisfaction and Loyalty in Hospitals: Thinking for The Future. Journal of Retailing and Consumer Services, 40, 261-269.
  • Musheer Abdulwahid, A., Muhamad Hanafiah, J., Rasheed Addulsalam, A.-M., Munn Sann, L., Murad Abdu, S., Sami Abdo Radman, A.-D., and Hayati Kadir, S. (2018). Relationships Among Perceived Quality of Healthcare Services, Satisfaction And Behavioural Intentions of International Students In Kuala Lumpur, Malaysia: A Cross-Sectional Study. BMJ Open, 8(9), e021180.
  • Nguyen Thi, P. L., Briançon, S., Empereur, F., and Guillemin, F. (2002). Factors Determining Inpatient Satisfaction with Care. Social Science & Medicine, 54(4), 493-504.
  • Önsüz, M., Topuzoğlu, A., Cöbek, U., Ertürk, S., Yilmaz, F., and Birol, S. (2008). İstanbul’da Bir Tıp Fakültesi Hastanesinde Yatan Hastalarin Memnuniyet Düzeyi. Marmara Medical Journal, 21(1), 33-49.
  • Pagliari, C., Sloan, D., Gregor, P., Sullivan, F., Detmer, D., Kahan, J. P., Oortwijn, W., and MacGillivray, S. (2005). What is eHealth (4): A Scoping Exercise to Map The Field. Journal of medical Internet research, 7(1), e391.
  • Reiners, F., Sturm, J., Bouw, L. J. W., and Wouters, E. J. M. (2019). Sociodemographic Factors Influencing the Use of eHealth in People with Chronic Diseases. International Journal of Environmental Research and Public Health, 16(4), 645.
  • Rumi, M. H., Makhdum, N., Rashid, M. H., and Muyeed, A. (2021). Gender Differences in Service Quality of Upazila Health Complex in Bangladesh. Journal of Patient Experience, 8, 23743735211008304.
  • Songur, L., Turan, A., and Songur, G. (2017). Sağlık Sektöründe Hizmet Kalitesinin SERVPERF Ölçeği ile Ölçülmesi: Şereflikoçhisar Devlet Hastanesi Örneği. The Journal of International Social Research, 10(53), 807-819.
  • Suhonen, R., Stolt, M., Berg, A., Katajisto, J., Lemonidou, C., Patiraki, E., Sjövall, K., and Charalambous, A. (2018). Cancer Patients' Perceptions of Quality-of-Care Attributes—Associations with Age, Perceived Health Status, Gender And Education. Journal of Clinical Nursing, 27(1-2), 306-316.
  • Teunissen, T. A. M., Rotink, M. E., and Lagro-Janssen, A. L. M. (2016). Gender Differences in Quality of Care Experiences During Hospital Stay: A Contribution to Patient-Centered Healthcare For Both Men and Women. Patient Education and Counseling, 99(4), 631-637.
  • Uğrak, U., Uzuntarla, Y., Cihangiroğlu, N., and Akyüz, S. (2016). Kronik Hastalık ile Sağlık Hizmetlerini Kullanma Eğilimleri Arasındaki İlişkinin Incelenmesi. Abant Tıp Dergisi, 5(3), 158-165.
  • Venn, S., and Fone, D. L. (2005). Assessing The Influence of Sociodemographic Factors and Health Status on Expression of Satisfaction with GP Services. Clinical Governance: An International Journal, 10(2), 118-125.
  • Zhao, Y., Ni, Q., and Zhou, R. (2018). What Factors Influence The Mobile Health Service Adoption? A Meta-Analysis and The Moderating Role of Age. International Journal of Information Management, 43, 342-350.

E-SAĞLIK HİZMETLERİ İLE SAĞLIK HİZMETLERİ KULLANIMLARI ARASINDAKİ İLİŞKİDE ALGILANAN MEMNUNİYET, KALİTE DÜZEYLERİ VE DEMOGRAFİK ÖZELLİKLERİN DURUMSAL ARACILIK ETKİLERİ

Yıl 2025, Cilt: 23 Sayı: 56, 921 - 944, 19.03.2025
https://doi.org/10.35408/comuybd.1578837

Öz

Bu çalışmanın amacı; E-sağlık hizmetleri ile sağlık hizmetleri kullanımları arasındaki ilişkide algılanan memnuniyet, kalite düzeyleri ve demografik özelliklerin durumsal aracılık etkilerinin saptanmasıdır. Araştırma üç bölümden oluşan veri toplama formu aracılığı ile Ankara’nın merkez bir ilçesinde çalışmaya katılmayı kabul eden 410 kişiye 15 Şubat – 15 Mart tarihleri arasında uygulanmıştır. Veri formunun birinci bölümü katılımcı özelliklerini, ikinci bölümü E-Sağlık Hizmeti Kullanımını ve Sağlık Hizmeti Kullanımını ölçmeyi hedefleyen sorular içermektedir. Son bölümde ise katılımcıların algılanan sağlık hizmet kalitesi ve memnuniyet sorularını ölçmeyi hedefleyen sorular yer almaktadır. Veri analizinde SPSS 29 ve AMOS 24 yazılımları kullanılmıştır. Katılımcıların yaşları ile Algılanan Memnuniyet (r=0,249), Algılanan Hizmet Kalitesi (r=0,266), E-Sağlık Hizmetleri Kullanımı (r=-0,308) ve Sağlık Hizmetleri Kullanımı (r=0,391) arasında anlamlı ilişkiler tespit edilmiştir. Dolaylı etkilere göre Algılanan Memnuniyetin (b=-0,108) ve Algılanan Kalitenin (b=-0,082) E-Sağlık Hizmetleri Kullanımı ile Sağlık Hizmetleri Kullanımı arasındaki ilişkide aracı rolünün olduğu belirlenmiştir. Durumsal aracılık indeks değerlerine göre yaşın E-Sağlık Hizmetleri Kullanımının Algılanan Memnuniyet (b=-0,001) ve Algılanan Kalite (b=-0,001) vasıtasıyla Sağlık Hizmetleri Kullanımına olan dolaylı etkisinde düzenleyici değişken olduğu görülmüştür. Bu çalışmada daha yaşlı bireylerin algıladıkları daha yüksek sağlık hizmet kalitesi ve memnuniyet seviyeleri aracılığı ile e-sağlık hizmetleri kullanımından ziyade, sağlık hizmet kullanımına yöneldikleri sonucuna ulaşılmıştır. Bu sonuçta yaşlı bireylerin teknoloji kullanımında gençler kadar aktif olmamasının da etkili olduğu değerlendirilmektedir. Bu araştırma bulgularına dayanarak sağlık politikacıları ve yöneticileri yaşlı bireylerin yönelebileceği e-sağlık hizmet tasarımlarına odaklanabilir.

Etik Beyan

Bu çalışma Çankırı Karatekin Üniversitesi Sağlık Bilimleri Etik Kurul’unun 05.02.2024 tarih ve 11 nolu toplantısında onay alınarak yürütülmüştür.

Teşekkür

We sincerely thank all individuals who participated in the study.

Kaynakça

  • Abu-Salim, T., Mustafa, N., Onyia, O. P., and Watson, A. W. (2019). Gender in Service Quality Expectations in Hospitals. International Journal of Quality and Service Sciences, 11(4), 604-619.
  • Akter, S., D’Ambra, J., and Ray, P. (2013). Development and Validation of An Instrument to Measure User Perceived Service Quality of mHealth. Information & Management, 50(4), 181-195.
  • Al-Damen, R. (2017). Health Care Service Quality and Its Impact on Patient Satisfaction "case of Al-Bashir Hospital". International Journal of Business and Management, 12(9), 136-152.
  • Almanasreh, E., Moles, R. J., and Chen, T. F. (2022). Chapter 41 - A Practical Approach to The Assessment and Quantification of Content Validity. In S. P. Desselle, V. García-Cárdenas, C. Anderson, P. Aslani, A. M. H. Chen, and T. F. Chen (Eds.), Contemporary Research Methods in Pharmacy and Health Services (pp. 583-599). Academic Press.
  • Alrubaiee, L., and Alkaa'ida, F. (2011). The Mediating Effect of Patient Satisfaction In The Patients' Perceptions of Healthcare Quality-Patient Trust Relationship. International Journal of Marketing Studies, 3(1), 103.
  • Ami-Narh, J. T., and Williams, P. A. (2012). A Revised UTAUT Model to Investigate E-Health Acceptance of Health Professionals in Africa. Journal of Emerging Trends in Computing and Information Sciences, 3(10), 1383-1391. Anderson, J. G., Rainey, M. R., and Eysenbach, G. (2003). The Impact of Cyberhealthcare on The Physician–Patient Relationship. Journal of medical systems, 27, 67-84.
  • Arora, C., Sinha, B., Malhotra, A., and Ranjan, P. (2017). Development and Validation of Health Education Tools and Evaluation Questionnaires for Improving Patient Care in Lifestyle Related Diseases. J Clin Diagn Res, 11(5), Je06-je09.
  • Asnawi, A., Awang, Z., Afthanorhan, A., Mohamad, M., and Karim, F. (2019). The Influence of Hospital Image and Service Quality on Patients' Satisfaction And Loyalty. Management Science Letters, 9(6), 911-920.
  • Atella, V., Piano Mortari, A., Kopinska, J., Belotti, F., Lapi, F., Cricelli, C., and Fontana, L. (2019). Trends in Age-Related Disease Burden and Healthcare Utilization. Aging Cell, 18(1), e12861.
  • Bellio, E., and Buccoliero, L. (2021). Main Factors Affecting Perceived Quality in Healthcare: A Patient Perspective Approach. The TQM Journal, 33(7), 176-192.
  • Brown, A. D., Sandoval, G. A., Murray, M., and Boissonnault, B. (2007). Comparing Patient Reports About Hospital Care Across A Canadian-US Border. International Journal for Quality in Health Care, 20(2), 95-104.
  • Butler, D., Oswald, S. L., and Turner, D. E. (1996). The Effects of Demographics on Determinants of Perceived Healthcare Service Quality. Journal of Management in Medicine, 10(5), 8-20.
  • Chismar, W. G., and Wiley-Patton, S. (2003). Does The Extended Technology Acceptance Model Apply to Physicians. Proceedings of the 36th Annual Hawaii International Conference on System Sciences.
  • Davis, L. L. (1992). Instrument Review: Getting The Most From A Panel of Experts. Applied nursing research, 5(4), 194-197.
  • De Rosis, S., and Barsanti, S. (2016). Patient Satisfaction, E-Health and The Evolution of The Patient–General Practitioner Relationship: Evidence From an Italian survey. Health Policy, 120(11), 1279-1292.
  • Gage, A. D., Leslie, H. H., Bitton, A., Jerome, J. G., Joseph, J. P., Thermidor, R., and Kruk, M. E. (2018). Does Quality Influence Utilization of Primary Health Care? Evidence From Haiti. Globalization and Health, 14(1), 59.
  • Gündoğdu, S., and Erkek, S. (2022). Vatandaş Gözünden E-Sağlık Hizmetlerinin Değerlendirilmesi: Farkındalık, Kullanım ve Memnuniyet Düzeyleri. Selçuk Üniversitesi Sosyal Bilimler Meslek Yüksekokulu Dergisi, 25(2), 646-667.
  • Hayes, A. F., and Matthes, J. (2009). Computational Procedures for Probing Interactions in OLS and Logistic Regression: SPSS and SAS Implementations. Behavior research methods, 41(3), 924-936.
  • Helena Vinagre, M., and Neves, J. (2008). The Influence of Service Quality and Patients' Emotions on Satisfaction. International Journal of Health Care Quality Assurance, 21(1), 87-103.
  • Hofstede, J., de Bie, J., van Wijngaarden, B., and Heijmans, M. (2014). Knowledge, Use and Attitude Toward Ehealth Among Patients with Chronic Lung Diseases. Int J Med Inform, 83(12), 967-974.
  • Jenkinson, C., Coulter, A., and Bruster, S. (2002). The Picker Patient Experience Questionnaire: Development And Validation Using Data From In-Patient Surveys In Five Countries. International Journal for Quality in Health Care, 14(5), 353-358.
  • Katz, E., Edelstein, B., and Turiano, N. A. (2023). Age as a Moderator of Health Outcomes and Trust in Physicians. Journal of Aging and Health, 08982643231187104.
  • Kavuncubaşı, Ş., and Yıldırım, S. (2010). Hastane ve Sağlık Kurumları Yönetimi, Ankara: Siyasal Kitabevi.
  • LaMonica, H. M., English, A., Hickie, I. B., Ip, J., Ireland, C., West, S., Shaw, T., Mowszowski, L., Glozier, N., Duffy, S., Gibson, A. A., and Naismith, S. L. (2017). Examining Internet and eHealth Practices and Preferences: Survey Study of Australian Older Adults With Subjective Memory Complaints, Mild Cognitive Impairment, or Dementia. J Med Internet Res, 19(10), e358.
  • Lingrui, L., Hannah, H. L., Martias, J., and Margaret, E. K. (2019). Exploring The Association Between Sick Child Healthcare Utilisation and Health Facility Quality in Malawi: A Cross-Sectional Study. BMJ Open, 9(7), e029631.
  • Manulik, S., Karniej, P., and Rosińczuk, J. (2018). The Influence of Sociodemographic Characteristics on Respondents' Perceptions of Healthcare Service Quality. Journal of Education, Health and Sport, 8(12), 708-724.
  • McCreary, D. R., and Sadava, S. W. (2001). Gender Differences in Relationships Among Perceived Attractiveness, Life Satisfaction, and Health in Adults as a Function of Body Mass Index and Perceived Weight. Psychology of Men & Masculinity, 2(2), 108-116.
  • Meesala, A., and Paul, J. (2018). Service Quality, Consumer Satisfaction and Loyalty in Hospitals: Thinking for The Future. Journal of Retailing and Consumer Services, 40, 261-269.
  • Musheer Abdulwahid, A., Muhamad Hanafiah, J., Rasheed Addulsalam, A.-M., Munn Sann, L., Murad Abdu, S., Sami Abdo Radman, A.-D., and Hayati Kadir, S. (2018). Relationships Among Perceived Quality of Healthcare Services, Satisfaction And Behavioural Intentions of International Students In Kuala Lumpur, Malaysia: A Cross-Sectional Study. BMJ Open, 8(9), e021180.
  • Nguyen Thi, P. L., Briançon, S., Empereur, F., and Guillemin, F. (2002). Factors Determining Inpatient Satisfaction with Care. Social Science & Medicine, 54(4), 493-504.
  • Önsüz, M., Topuzoğlu, A., Cöbek, U., Ertürk, S., Yilmaz, F., and Birol, S. (2008). İstanbul’da Bir Tıp Fakültesi Hastanesinde Yatan Hastalarin Memnuniyet Düzeyi. Marmara Medical Journal, 21(1), 33-49.
  • Pagliari, C., Sloan, D., Gregor, P., Sullivan, F., Detmer, D., Kahan, J. P., Oortwijn, W., and MacGillivray, S. (2005). What is eHealth (4): A Scoping Exercise to Map The Field. Journal of medical Internet research, 7(1), e391.
  • Reiners, F., Sturm, J., Bouw, L. J. W., and Wouters, E. J. M. (2019). Sociodemographic Factors Influencing the Use of eHealth in People with Chronic Diseases. International Journal of Environmental Research and Public Health, 16(4), 645.
  • Rumi, M. H., Makhdum, N., Rashid, M. H., and Muyeed, A. (2021). Gender Differences in Service Quality of Upazila Health Complex in Bangladesh. Journal of Patient Experience, 8, 23743735211008304.
  • Songur, L., Turan, A., and Songur, G. (2017). Sağlık Sektöründe Hizmet Kalitesinin SERVPERF Ölçeği ile Ölçülmesi: Şereflikoçhisar Devlet Hastanesi Örneği. The Journal of International Social Research, 10(53), 807-819.
  • Suhonen, R., Stolt, M., Berg, A., Katajisto, J., Lemonidou, C., Patiraki, E., Sjövall, K., and Charalambous, A. (2018). Cancer Patients' Perceptions of Quality-of-Care Attributes—Associations with Age, Perceived Health Status, Gender And Education. Journal of Clinical Nursing, 27(1-2), 306-316.
  • Teunissen, T. A. M., Rotink, M. E., and Lagro-Janssen, A. L. M. (2016). Gender Differences in Quality of Care Experiences During Hospital Stay: A Contribution to Patient-Centered Healthcare For Both Men and Women. Patient Education and Counseling, 99(4), 631-637.
  • Uğrak, U., Uzuntarla, Y., Cihangiroğlu, N., and Akyüz, S. (2016). Kronik Hastalık ile Sağlık Hizmetlerini Kullanma Eğilimleri Arasındaki İlişkinin Incelenmesi. Abant Tıp Dergisi, 5(3), 158-165.
  • Venn, S., and Fone, D. L. (2005). Assessing The Influence of Sociodemographic Factors and Health Status on Expression of Satisfaction with GP Services. Clinical Governance: An International Journal, 10(2), 118-125.
  • Zhao, Y., Ni, Q., and Zhou, R. (2018). What Factors Influence The Mobile Health Service Adoption? A Meta-Analysis and The Moderating Role of Age. International Journal of Information Management, 43, 342-350.
Toplam 40 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Sağlık Politikası
Bölüm Araştırma Makalesi
Yazarlar

Abide Aksungur 0000-0002-8140-0289

Selahattin Akyüz 0000-0002-4591-5461

Ugur Ugrak 0000-0002-6043-835X

Yayımlanma Tarihi 19 Mart 2025
Gönderilme Tarihi 5 Kasım 2024
Kabul Tarihi 13 Şubat 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 23 Sayı: 56

Kaynak Göster

APA Aksungur, A., Akyüz, S., & Ugrak, U. (2025). MODERATED MEDIATION EFFECTS OF PERCEIVED SATISFACTION, QUALITY LEVELS, AND DEMOGRAPHIC CHARACTERISTICS ON THE RELATIONSHIP BETWEEN E-HEALTHCARE AND HEALTHCARE USAGE. Yönetim Bilimleri Dergisi, 23(56), 921-944. https://doi.org/10.35408/comuybd.1578837

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