Factorial explanation of the integration of curriculum design, professional training and job training

This article tries to give a statistical explanation that links elements of curriculum design, professional training and job training through quantitative research. An instrument was elaborated expressly containing the three axes described above, with 10 simple variables per axis, obtaining a total of 30 variables of decimal ratio measurement. For this study, a statistical analysis of Cronbach's alpha was performed for the reliability of the instrument; frequency and percentage to describe the sample and a factor analysis for the integrational explanation of the phenomenon under study.

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Ảnh hưởng của văn hoá doanh nghiệp đến kết quả thực hiện công việc của người lao động tại công ty cổ phẩn bất động sản Okamura Sanyo

TẠP CHÍ KHOA HỌC ĐẠI HỌC MỞ THÀNH PHỐ HỒ CHÍ MINH - KINH TẾ VÀ QUẢN TRỊ KINH DOANH ◽

10.46223/hcmcoujs.econ.vi.17.1.1782.2022 ◽

2021 ◽

Vol 17 (1) ◽

pp. 5-16

Author(s):

Huỳnh Thị Thu Sương ◽

Lê Thị Thu Hường

Keyword(s):

Factor Analysis ◽

Organizational Culture ◽

Data Analysis ◽

Confirmatory Factor Analysis ◽

Quantitative Research ◽

Cronbach’S Alpha ◽

Cronbach's Alpha ◽

Customer Care ◽

Confirmatory Factor ◽

Real Estate Management

TÓM TẮT Mục tiêu của nghiên cứu này nhằm xác định ảnh hưởng của văn hoá doanh nghiệp đến kết quả thực hiện công việc của người lao động trong Công ty Cổ Phần Bất Động Sản Okamura Sanyo. Dựa trên dữ liệu thu thập từ 246 nhân viên đang làm việc tại Công ty cổ Phần bất động sản Okamura Sanyo, nghiên cứu sử dụng các phương pháp phân tích số liệu bằng kỹ thuật thống kê mô tả, hệ số tin cậy Cronbach’s alpha, phân tích nhân tố khám phá, phân tích nhân tố khẳng định. Kết quả nghiên cứu cho thấy văn hoá doanh nghiệp có ảnh hưởng rõ nét đến kết quả thực hiện công việc của người lao động bao gồm Sự tham gia của người lao động, Lương và khen thưởng, Chăm sóc khách hàng, Sự giao tiếp giữa các thành viên và Sự hợp tác giữa các thành viên. Kết quả nghiên cứu mang lại một số ý nghĩa thực tiễn giúp cho các nhà quản trị của Công ty cổ Phần bất động sản Okamura Sanyo nói riêng và các doanh nghiệp kinh doanh ngành dịch vụ quản lý và vận hành toà nhà, cảm nhận thấy sự quan trọng của các nhân tố văn hoá doanh nghiệp này đến kết quả thực hiện công việc của người lao động, từ đó có những điều chỉnh chiến lược xây dựng và phát triển văn hoá doanh nghiệp mang lại giá trị tích cực cho doanh nghiệp và là cơ sở cho các nghiên cứu tiếp theo. ABSTRACT: The research is conducted with the target of determining the effects of organizational culture on performance of employees at Okamura Sanyo Property Corporation. In the quantitative research with sample size 246 who it's working in Okamura Sanyo Property Corporation. Based on Using the methods of data analysis including descriptive stastistics, Cronbach’s alpha test, exploratory factor analysis (EFA), confirmatory factor analysis (CFA) was used. Result of CFA indicates organizationa culture in Okamura Sanyo Property Corporation is constituted of the elements: Employee participation; salary and reward; communication between members; customer care; collaboration of members. This study's findings show that organizational culture help managers of Okamura Sanyo Property Corporation in particular and real estate management services popular's corporation. Recognize the importance of organizational cultural to performance of employees. There are adjustments about strategy for building and developing organizational culture that bring positive value for the company and the basis for further research.

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Cross-cultural adaptation of the PatientDoctor Relationship Questionnaire (PDRQ-9) in Brazil

Revista de Saúde Pública ◽

10.11606/s1518-8787.2018052000380 ◽

2018 ◽

Vol 52 ◽

pp. 71 ◽

Cited By ~ 4

Author(s):

Lucas Wollmann ◽

Lisiane Hauser ◽

Sotero Serrate Mengue ◽

Rudi Roman ◽

Christina M Van Der Feltz-Cornelis

Keyword(s):

Factor Analysis ◽

Cultural Adaptation ◽

Professional Training ◽

Cross Sectional Study ◽

Cross Cultural ◽

Sectional Study ◽

Cronbach’S Alpha ◽

Cross Sectional ◽

Cross Cultural Adaptation ◽

Cronbach's Alpha

OBJECTIVE: To describe the process of cross-cultural adaptation of the Patient-Doctor Relationship Questionnaire (PDRQ-9), as well as compare the agreement between two different types of application. METHODS: This is a cross-sectional study with 133 adult users of a Primary Health Service in Porto Alegre, State of Rio Grande do Sul, Brazil. The PDRQ-9 was answered by the participants as a self-administered questionnaire and in an interview. The instrument was also validated by interview, using data from 628 participants of the Mais Médicos Program Evaluation Research, which is a cross-sectional study with a systematic sample of Primary Care Services in all regions of Brazil. We evaluated the semantic, conceptual, and item equivalence, as well as factor analysis and reliability. RESULTS: All items presented factor loading > 0.5 in the different methods of application and populations in the factor analysis. We found Cronbach’s alpha of 0.94 in the self-administered method. We found Cronbach’s alpha of 0.95 and 0.94 in the two different samples in the interview application. The use of PDRQ-9 with an interview or self-administered was considered equivalent. CONCLUSIONS: The cross-cultural adaptation of the PDRQ-9 in Brazil replicated the factorial structure found in the original study, with high internal consistency. The instrument can be used as a new dimension in the evaluation of the quality of health care in clinical research, in the evaluation of services and public health, in health management, and in professional training. Further studies can evaluate other properties of the instrument, as well as its behavior in different populations and contexts.

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Validation of the Patient-Centred Care Competency Scale Instrument for Finnish Nurses

Journal of Personalized Medicine ◽

10.3390/jpm11060583 ◽

2021 ◽

Vol 11 (6) ◽

pp. 583

Author(s):

Riitta Suhonen ◽

Katja Lahtinen ◽

Minna Stolt ◽

Miko Pasanen ◽

Terhi Lemetti

Keyword(s):

Factor Analysis ◽

Root Mean Square ◽

Goodness Of Fit ◽

Item Analysis ◽

Healthcare Delivery ◽

Mean Square ◽

Cronbach’S Alpha ◽

Patient Centred Care ◽

Cronbach's Alpha ◽

Confirmatory Factor

Patient-centredness in care is a core healthcare value and an effective healthcare delivery design requiring specific nurse competences. The aim of this study was to assess (1) the reliability, validity, and sensitivity of the Finnish version of the Patient-centred Care Competency (PCC) scale and (2) Finnish nurses’ self-assessed level of patient-centred care competency. The PCC was translated to Finnish (PCC-Fin) before data collection and analyses: descriptive statistics; Cronbach’s alpha coefficients; item analysis; exploratory and confirmatory factor analyses; inter-scale correlational analysis; and sensitivity. Cronbach’s alpha coefficients were acceptable, high for the total scale, and satisfactory for the four sub-scales. Item analysis supported the internal homogeneity of the items-to-total and inter-items within the sub-scales. Explorative factor analysis suggested a three-factor solution, but the confirmatory factor analysis confirmed the four-factor structure (Tucker–Lewis index (TLI) 0.92, goodness-of-fit index (GFI) 0.99, root mean square error of approximation (RMSEA) 0.065, standardized root mean square residual (SRMR) 0.045) with 61.2% explained variance. Analysis of the secondary data detected no differences in nurses’ self-evaluations of contextual competence, so the inter-scale correlations were high. The PCC-Fin was found to be a reliable and valid instrument for the measurement of nurses’ patient-centred care competence. Rasch model analysis would provide some further information about the item level functioning within the instrument.

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The development of a contextually appropriate measure of psychological distress in Sierra Leone

BMC Psychology ◽

10.1186/s40359-021-00610-w ◽

2021 ◽

Vol 9 (1) ◽

Author(s):

Rebecca Horn ◽

Kanykey Jailobaeva ◽

Stella Arakelyan ◽

Alastair Ager

Keyword(s):

Mental Health ◽

Factor Analysis ◽

Psychological Distress ◽

Sierra Leone ◽

Exploratory Factor Analysis ◽

Internal Consistency ◽

Phase 1 ◽

Cronbach’S Alpha ◽

Cronbach's Alpha ◽

Distress Scale

Abstract Background Studies of psychological distress in Sierra Leone have typically used measures which were developed for use in other contexts, and which often have not been adapted or validated for use in Sierra Leone. This has resulted in a lack of reliable information about the patterns of psychological distress within the population, which is a barrier to the development of effective and appropriate mental health services. The aim of the study was to develop a locally-appropriate measure of psychological distress for Sierra Leone. Methods The new measure consists of two instruments: the Sierra Leone Psychological Distress Scale (SLPDS) and a gendered measure of ability to carry out daily tasks—a Function scale—as an indication of the severity of distress. A three-phase mixed methods exploratory sequential study was conducted. Phase 1 was item generation and testing, leading to the development of a set of potential items for both instruments. Phase 2 was a small pilot study (N = 202) leading to the selection of the final set of items for both measures. Phase 3 was a validation phase where the SLPDS and the Function scale were administered with a larger sample of 904 respondents. Item analysis was used to assess the internal consistency of the scales, and Exploratory Factor Analysis to explore the properties of the SLPDS. Results Exploratory factor analysis using the principal axis factoring with an oblique rotation identified a three-factor structure for the 18-item SLPDS. Internal consistency for the SLPDS (Cronbach’s alpha = 0.89) and three subscales was good (Cronbach’s alpha > 0.73). The internal reliability of the male and female versions of the Function scale was also found to be acceptable (Cronbach’s alpha = 0.90 for the female scale and 0.79 for the male scale). Conclusions Together the SLPD and Function scales provide a locally-validated tool which will enable government bodies and local and international non-governmental organisations in Sierra Leone to assess mental health and psychosocial needs. This will support both effective service provision and the evaluation of initiatives designed to improve mental health and psychosocial wellbeing.

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Validation of AQoL-8D: a health-related quality of life questionnaire for adult patients referred for otolaryngology

European Archives of Oto-Rhino-Laryngology ◽

10.1007/s00405-021-06689-6 ◽

2021 ◽

Author(s):

Anita Obrycka ◽

Jose-Luis Padilla ◽

Artur Lorens ◽

Piotr Henryk Skarzynski ◽

Henryk Skarzynski

Keyword(s):

Factor Analysis ◽

Confirmatory Factor Analysis ◽

Pearson Correlation ◽

Adult Population ◽

Life Questionnaire ◽

Cronbach’S Alpha ◽

Cronbach's Alpha ◽

Content Relevance ◽

Confirmatory Factor ◽

Item Content

Abstract Purpose The purpose of the study was to validate the AQoL-8D questionnaire in the adult population of patients referred to an otolaryngology clinic. Methods AQoL-8D was translated into Polish. 463 patients (age18–80 years) with otolaryngological conditions were assessed with the AQoL-8D, SF-6D, and SWLS questionnaires. We investigated the item content-relevance, factor structure by means of Confirmatory Factor Analysis, corrected item-total correlations, Cronbach’s alpha, Pearson correlation of the AQoL-8D scores with results from SF-6D and from the SWLS questionnaires. Finally, ANOVA was used to test the AQoL-8D ability to group the HRQoL of patients in terms of their otolaryngological management type. Results The median score of item content-relevance was 5.0 for all AQoL-8D items. Confirmatory Factor Analysis revealed the following fit indices: Comparative Fit Index = 0.81; Tucker–Lewis Index = 0.80; and Root Mean Square Error of Approximation = 0.07. Cronbach's alpha for AQoL-8D dimensions ranged from 0.48 to 0.79. Mean item-total correlations over all dimensions, super dimensions, and the instrument overall were higher than 0.3. There was a significant Pearson correlation between the results obtained with AQoL-8D and SF-6D (r = 0.68), and with AQoL-8D and SWLS (r = 0.43). A one-way ANOVA showed a significant effect of management type on HRQoL as measured by AQoL-8D [F(4,458) = 6.12, p < 0.001] Conclusion AQoL-8D provides valid and reliable measures of HRQoL in patients undergoing otolaryngological treatment. Because it is a generic questionnaire, it is possible to make general comparisons of otolaryngology outcomes with those from other subspecialties.

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Assessment of Dementia Knowledge Scale for the Nursing Profession and the General Population: Cross-Cultural Adaptation and Psychometric Validation

Dementia and Geriatric Cognitive Disorders ◽

10.1159/000517537 ◽

2021 ◽

pp. 1-8

Author(s):

Merve Aliye Akyol ◽

Seher Gönen Şentürk ◽

Burcu Akpınar Söylemez ◽

Özlem Küçükgüçlü

Keyword(s):

Factor Analysis ◽

Content Validity ◽

Educational Interventions ◽

Psychometric Validation ◽

Cronbach’S Alpha ◽

Cronbach's Alpha ◽

Income Status ◽

Confirmatory Factor ◽

Fit Indexes ◽

Knowledge Scale

Background: The incidence of dementia is increasing dramatically worldwide. It is important to determine knowledge about the dementia for it’s prevention, early diagnosis, treatment, and care. The psychometric properties of the Turkish version of the Dementia Knowledge Assessment Scale (DKAS-T) were evaluated in this study. Methods: The psychometric study was conducted. A total of 1592 participants were recruited between November 2019 and March 2020. The data were collected using a sociodemographic form and DKAS-T. The language and content validity, exploratory factor analysis (EFA), and confirmatory factor analysis (CFA) were used to assess the validity of the scale. The scale’s reliability was obtained using Cronbach’s alpha coefficient, a paired sample t-test, item-total score correlation, and Hotelling’s T-squared test. Results: The mean age of the sample was 29.38 (±11.50) years; 66.8% (n = 1064) were female, and 54.1% (n = 861) reported their income status as income equal to expenditure. The DKAS-T demonstrated content validity and adequate sensitivity (Kendall W = 0.155, p = 0.093). The scale consisted of seventeen items and was unidimensional, which explained 28.705% of the variance. All the factor loadings were found to be >0.30 in factor analysis. In CFA, all of the fit indexes were >0.95 and root mean square error of approximation (RMSEA) was 0.033. A Cronbach’s alpha value of 0.836 was obtained for the entire scale. It was determined that the scale has invariance according to time (t = −1.362, p = 0.181). Homogeneity of the scale was 3.26%, and there was no absence of reaction bias (Hotelling’s T-squared = 2573.681, p < 0.001). Conclusion: The results demonstrated that the instrument is reliable and generates valid data for the Turkish sample. This scale can be used to determine knowledge about dementia and planning educational interventions in the issue.

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Scale of Assessment of Self-Care Behaviors with Arteriovenous Fistula in Hemodialysis: A Psychometric Study in Brazil

Clinical Nursing Research ◽

10.1177/1054773821989800 ◽

2021 ◽

pp. 105477382198980

Author(s):

Marta Nunes Lira ◽

Clemente Neves Sousa ◽

Maria Carolina Medeiros Wanderley ◽

Natália Ramos Costa Pessoa ◽

Kelly Cristiane Rocha Lemos ◽

...

Keyword(s):

Factor Analysis ◽

Psychometric Properties ◽

Arteriovenous Fistula ◽

Content Validity ◽

Self Care ◽

The Self ◽

Expert Committee ◽

Cronbach’S Alpha ◽

Cronbach's Alpha ◽

Confirmatory Factor

The purpose of this study was to evaluate the psychometric properties of the Brazilian Scale for the Assessment of Self-Care Behaviors with Arteriovenous Fistula in Hemodialysis. Cross-sectional validation study, followed the recommendation provided by Sousa and Rojjanasrirat. Content validity, explanatory and confirmatory factor analyses used to check validity and Cronbach’s alpha was the reliability measure. Three hundred hemodialysis patients with arteriovenous fistula were included in the study. The expert committee assessed the content validity. Exploratory factor analysis confirmed the same two-factor structure found for the original scale, explaining 60.10% of the variance. Such solution was checked by confirmatory factor analysis with Cronbach’s alpha equal to 0.920, 0.810, and 0.884 for the overall scale, the self-care in management of signs and symptoms and the self-care in prevention of complications subscales respectively. The scale has good psychometric properties to assess self-care behaviors and can be used with Brazilian patients on hemodialysis with arteriovenous fistula.

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A questionnaire to measure the quality of midwifery care in the postpartum period from women’s point of view: development and psychometric testing of MMAYpostpartum

BMC Pregnancy and Childbirth ◽

10.1186/s12884-021-03857-8 ◽

2021 ◽

Vol 21 (1) ◽

Author(s):

Mirjam Peters ◽

Petra Kolip ◽

Rainhild Schäfers

Keyword(s):

Factor Analysis ◽

Postpartum Period ◽

Psychometric Testing ◽

Personal Control ◽

Sample Survey ◽

Measuring Instruments ◽

Cronbach’S Alpha ◽

Midwifery Care ◽

Cronbach's Alpha

Abstract Background Home postpartum care is a major part of midwifery care in Germany. The user perspective plays an increasingly important role in the evaluation of health services, but there is a lack of valid and theoretically based measuring instruments, especially in midwifery care. The aim of this study was to develop and validate an instrument for measuring quality of midwifery care in the postpartum period from the perspective of women. Methods The following steps were taken to achieve this: (1) definition of the goals of midwifery work; (2) literature-based item development; (3) item selection based on a pre-test (n = 16); (4) item reduction and investigation of factor structure by means of explorative factor analysis (EFA; n = 133);(5) second EFA (n = 741) and confirmatory factor analysis (CFA; n = 744) based on a split representative sample survey; (6) hypothesis-based testing of correlations to sociodemographic characteristics of women and to characteristics of care. Results Measurement of Midwifery quality postpartum (MMAYpostpartum) consists of three scales with a total of 17 items which were found to have acceptable internal consistency: Personal Control (Cronbach’s alpha = .80), Trusting Relationship (Cronbach’s alpha = .87) and Orientation and Security (Cronbach’s alpha = .78). CFA verified and confirmed three factors: CFI = .928, TLI = .914, RMSEA = 0.073. Conclusion MMAYpostpartum is a predominantly valid, reliable short tool for evaluating the quality of midwifery care postpartum. It can be used to evaluate midwifery care, to compare different care models and in intervention research. It thus supports the orientation of midwives’ work towards the needs of women and their families.

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Validation of the Spanish-Mexican Version of the Australian Breastfeeding Attitude Questionnaire in Higher Education Health Students

International Journal of Environmental Research and Public Health ◽

10.3390/ijerph18094609 ◽

2021 ◽

Vol 18 (9) ◽

pp. 4609

Author(s):

Gabriela Alejandra Grover-Baltazar ◽

Gabriela Macedo-Ojeda ◽

Ana Sandoval-Rodríguez ◽

Marianne Martínez-Vizmanos ◽

Lucrecia Carrera-Quintanar ◽

...

Keyword(s):

Factor Analysis ◽

Confirmatory Factor Analysis ◽

Exploratory Factor Analysis ◽

Cronbach’S Alpha ◽

Cronbach's Alpha ◽

Positive Attitudes ◽

Confirmatory Factor ◽

Valid Instrument ◽

The One ◽

Breastfeeding Attitudes

Positive attitudes towards breastfeeding in health professionals/students have been associated with increasing their confidence to provide support and accompaniment to mothers. In Mexico, there is no valid/reliable tool to assess attitudes towards breastfeeding in this population. The Australian Breastfeeding Attitudes (and Knowledge) Questionnaire (ABAQ) measures attitudes in the Australian population. We aimed to adapt and validate the ABAQ in Mexican health students. We included 264 health students (nursing, nutrition, and medicine) from the University of Guadalajara. Bilingual translators carried out the Spanish adaptation with a reverse translation into English. Experts evaluated the content validity. Reliability was evaluated through an internal consistency analysis (Cronbach’s alpha) and construct validity through convergent–divergent validation, item–total correlation, exploratory factor analysis (by principal components), and confirmatory factor analysis. According to the exploratory factor analysis, only one component was identified. Seven items were removed (low correlation between items ≤0.2 and low factor load ≤0.3). The Cronbach’s alpha was 0.78. According to the confirmatory factor analysis, the one-factor solution of the ABAQ-13Mx showed a good model fit (X2 = 98.41, G = 62, p = 0.02, CFI = 0.940, and RMSEA = 0.048). The ABAQ-13Mx is a reliable and valid instrument for evaluating attitudes towards breastfeeding in Mexican health degree students.

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Θεματικά μουσεία της Ελλάδας και τουριστικό μάρκετινγκ

10.12681/eadd/50508 ◽

2021 ◽

Author(s):

Παναγιώτης Ιωακειμίδης

Keyword(s):

Factor Analysis ◽

Structural Equation Modeling ◽

Exploratory Factor Analysis ◽

Structural Equation ◽

Word Of Mouth ◽

Equation Modeling ◽

Cronbach’S Alpha ◽

Cronbach's Alpha

Η παρούσα διδακτορική διατριβή αποσκοπεί στο να καταγράψει την ικανοποίηση των επισκεπτών από τις παρεχόμενες υπηρεσίες στα θεματικά μουσεία της Ελλάδας, την πρόθεση συμπεριφοράς των επισκεπτών και κατά πόσο τεχνικές του τουριστικού μάρκετινγκ λαμβάνουν χώρα στα θεματικά μουσεία. Έγινε μία προσπάθεια να καταγραφούν οι απόψεις των ανθρώπων των θεματικών μουσείων και η αντίληψή τους σχετικά με το τουριστικό μάρκετινγκ, οι αντιλήψεις των επισκεπτών σχετικά με την εμπειρία που βιώνουν σε ένα θεματικό μουσείο, ο βαθμός ικανοποίησης τους, η υφιστάμενη κατάσταση που επικρατεί στα θεματικά μουσεία της χώρας και οι ενδεχόμενες αλλαγές που μπορούν να προκύψουν με απώτερο σκοπό την αύξηση της επισκεψιμότητας. Ένα αξιοσημείωτο της παρούσας έρευνας, είναι ένας σημαντικός αριθμός προσωπικών συνεντεύξεων με κατοίκους περιμετρικά των μουσείων που ερευνήθηκαν και η προσπάθεια καταγραφής των απόψεων και αντιλήψεων τους για τα μουσεία αυτά.Διενεργήθηκε επίσης μία ποσοτική έρευνα σε επισκέπτες θεματικών μουσείων της χώρας μας αλλά και στο ανθρώπινο δυναμικό που εργάζεται σε πολιτιστικούς οργανισμούς, καθώς και εκπαιδευτικούς. Διακρίνοντας τα μουσεία σε δημόσια και ιδιωτικά, σημαντική ήταν η καταγραφή απόψεων ότι στα περισσότερα δημόσια θεματικά μουσεία τα οποία λειτουργούν κάτω από την επίβλεψη του δημόσιου φορέα, δεν υπάρχουν συχνά δυνατότητες για καινοτομία και πρωτοτυπία. Τα πορίσματα της παρούσας διδακτορικής διατριβής είναι αρκετά σημαντικά λόγω της έλλειψης προηγούμενης έρευνας επάνω στα θεματικά μουσεία της Ελλάδας, από την οπτική του μάρκετινγκ και την αναγκαιότητα αυτού. Η πλειονότητα των ανθρώπων των θεματικών μουσείων με τους οποίους ήρθα σε επαφή, εντοπίζουν την ανάγκη για τεχνικές τουριστικού μάρκετινγκ στα μουσεία καθώς όλοι αντιλαμβάνονται ότι οι επισκέπτες αναζητούν ποιοτικότερες ψυχαγωγικές επιλογές, έχουν περισσότερες απαιτήσεις επισκεπτόμενοι ένα θεματικό μουσείο και ευελπιστούν σε μία βιωματική και διαδραστική εμπειρία που θα τους μείνει αξέχαστη. Σε αυτό το εγχείρημα, συνεργός είναι τα ποικίλα οπτικοακουστικά μέσα των νέων τεχνολογιών που ενισχύουν το βιωματικό χαρακτήρα της επίσκεψης και ερευνώνται στη διατριβή. Η παρούσα διατριβή αποτελεί μία πρώτη προσπάθεια χαρτογράφησης των τεχνικών τουριστικού μάρκετινγκ που χρησιμοποιούν τα θεματικά μουσεία της χώρας , τις σημαντικές ιδιαιτερότητες του τουρισμού που έχουν άμεση επίδραση στην επισκεψιμότητα των θεματικών μουσείων και τέλος προτάσσει ενέργειες και τεχνικές μάρκετινγκ για να δημιουργηθεί ένας ενάρετος κύκλος πολιτισμού - ψυχαγωγίας - οικονομίας. Για την επεξεργασία των δεδομένων της ποσοτικής έρευνας χρησιμοποιήθηκε το στατιστικό εργαλείο SPSS, αναλύθηκαν τα ευρήματα της Διερευνητικής Ανάλυσης Παραγόντων (Exploratory Factor Analysis) και των τεστ αξιοπιστίας με τον δείκτη Cronbach’s Alpha, εφαρμόζοντας και την μέθοδο Μοντελοποίησης Δομικών Εξισώσεων (Structural Equation Modeling, SEM) για τον έλεγχο των ερευνητικών υποθέσεων. Οι ερευνητικές υποθέσεις δημιουργήθηκαν έπειτα από ενδελεχή έρευνα μοντέλων που εφαρμόστηκαν σε προηγμένες μουσειολογικά χώρες, όπως η Ισπανία, η Ιταλία, η Ολλανδία κ.α. και μπορούν να ληφθούν σοβαρά υπόψιν στο κοινωνικό-οικονομικό περιβάλλον της Ελλάδας. Απώτερος στόχος του ερευνητικού μοντέλου είναι εάν ο επισκέπτης θα οδηγηθεί σε μελλοντική επίσκεψη (revisit ) ή θα αποτελέσει ο ίδιος κινητή διαφήμιση word-of-mouth του μουσείου που επισκέφθηκε.Η έρευνα αποτελεί οδηγό για μελλοντικές έρευνες που θα πλαισιώσουν ή θα συμπεριλάβουν τα θεματικά μουσεία για νέες μελέτες, όπως για παράδειγμα πολιτιστικές διαδρομές και είναι ένα χρήσιμο εργαλείο που έρχεται να καλύψει το ερευνητικό κενό που υπάρχει γύρω από το είδος των μουσείων αυτών.

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