Scale Measurement of Health Primary Service Utilization among the Migrant International Population
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design
2.2. Participants
2.3. Procedures
2.4. Instrument
2.5. Ethical Considerations
2.6. Data Analysis
3. Result
3.1. Preliminary Analysis of Items
3.2. Structural Equation Model Exploratory
3.3. Confirmatory Factorial Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Dimensions | Total Items |
---|---|
Availability: understood as the “guarantee of general supplies, including establishments, goods and services” [10]. | 17 |
Accessibility: considered “the principle of non-discrimination, in the use of services including establishments, goods and portfolio of services, governance, geographical and temporal, which does not jeopardize the population regardless of age, gender and legal status in the country, for the provision of prevention, curing, rehabilitation and promotion services” [10]. | 13 |
Acceptability: defined as “actions focused on gender, cultural adaptation and respect for medical ethics, also including actions which help decrease language and cultural barriers, including cultural mediation, interpretation and translation” [10]. | 15 |
Quality: “ensuring the minimum standard established, allowing for safe care for people within environments covered by availability” [10]. | 11 |
Items | M | D.E | A | K | Correlation Item–Test | Cronbach’s α Item–Test | McDonald’s ω Item–Test | Cronbach’s α Dimension | McDonald’s ω Dimension |
---|---|---|---|---|---|---|---|---|---|
Disp1 | 3.3 | 0.72 | −0.99 | 1.11 | 0.62 | 0.97 | 0.97 | ||
Disp2 | 3.31 | 0.72 | −0.91 | 0.71 | 0.58 | 0.97 | 0.97 | ||
Disp3 | 3.11 | 0.82 | −0.67 | −0.09 | 0.59 | 0.97 | 0.97 | ||
Disp4 | 3.19 | 0.79 | −0.74 | 0.06 | 0.67 | 0.97 | 0.97 | ||
Disp5 | 3.16 | 0.82 | −0.68 | −0.2 | 0.61 | 0.97 | 0.97 | ||
Disp6 | 3.29 | 0.76 | −0.91 | 0.43 | 0.61 | 0.97 | 0.97 | ||
Disp7 | 3.26 | 0.77 | −0.9 | 0.5 | 0.67 | 0.97 | 0.97 | ||
Disp8 | 3.14 | 0.82 | −0.83 | 0.28 | 0.67 | 0.97 | 0.97 | ||
Disp9 | 3.14 | 0.82 | −0.73 | 0.14 | 0.67 | 0.97 | 0.97 | 0.94 | 0.94 |
Disp10 | 3.05 | 0.89 | −0.73 | −0.03 | 0.61 | 0.97 | 0.97 | ||
Disp11 | 2.96 | 0.85 | −0.53 | −0.44 | 0.65 | 0.97 | 0.97 | ||
Disp12 | 3.0 | 0.91 | −0.58 | −0.26 | 0.68 | 0.97 | 0.97 | ||
Disp13 | 2.87 | 0.89 | −0.46 | −0.57 | 0.67 | 0.97 | 0.97 | ||
Disp14 | 2.86 | 0.86 | −0.45 | −0.53 | 0.6 | 0.97 | 0.97 | ||
Disp15 | 3.05 | 0.8 | −0.67 | −0.17 | 0.66 | 0.97 | 0.97 | ||
Disp16 | 3.1 | 0.9 | −0.69 | 0.09 | 0.73 | 0.97 | 0.97 | ||
Disp17 | 2.95 | 0.76 | −0.54 | −0.49 | 0.6 | 0.97 | 0.97 | ||
Ac1 | 3.08 | 0.76 | −0.63 | 0.23 | 0.47 | 0.97 | 0.97 | ||
Ac2 | 3.1 | 0.81 | −0.62 | 0.18 | 0.46 | 0.97 | 0.97 | ||
Ac3 | 3.1 | 0.8 | −0.82 | 0.4 | 0.51 | 0.97 | 0.97 | ||
Ac4 | 3.0 | 0.88 | −0.63 | 0.13 | 0.38 | 0.97 | 0.97 | ||
Ac5 | 2.98 | 0.83 | −0.62 | −0.28 | 0.49 | 0.97 | 0.97 | ||
Ac6 | 3.1 | 0.76 | −0.75 | 0.1 | 0.55 | 0.97 | 0.97 | ||
Ac7 | 3.31 | 0.76 | −1.1 | 1.15 | 0.64 | 0.97 | 0.97 | 0.9 | 0.9 |
Ac8 | 3.3 | 0.79 | −1.04 | 0.94 | 0.68 | 0.97 | 0.97 | ||
Ac9 | 3.29 | 0.76 | −1.13 | 1.05 | 0.69 | 0.97 | 0.97 | ||
Ac10 | 3.28 | 0.82 | −1.02 | 0.9 | 0.68 | 0.97 | 0.97 | ||
Ac11 | 3.25 | 0.76 | −1.1 | 0.88 | 0.63 | 0.97 | 0.97 | ||
Ac12 | 3.25 | 0.92 | −0.8 | 0.22 | 0.66 | 0.97 | 0.97 | ||
Ac13 | 2.87 | 0.81 | −0.52 | −0.5 | 0.48 | 0.97 | 0.97 | ||
Acep1 | 2.96 | 0.81 | −0.46 | −0.27 | 0.59 | 0.97 | 0.97 | ||
Acep2 | 2.95 | 0.81 | −0.5 | −0.14 | 0.64 | 0.97 | 0.97 | ||
Acep3 | 2.95 | 0.82 | −0.47 | −0.2 | 0.68 | 0.97 | 0.97 | ||
Acep4 | 3.25 | 0.77 | −0.95 | 0.3 | 0.60 | 0.97 | 0.97 | ||
Acep5 | 3.26 | 0.75 | −0.86 | 0.31 | 0.68 | 0.97 | 0.97 | ||
Acep6 | 3.35 | 0.75 | −1.09 | 0.97 | 0.66 | 0.97 | 0.97 | ||
Acep7 | 3.32 | 0.77 | −1.1 | 1.15 | 0.66 | 0.97 | 0.97 | ||
Acep8 | 3.21 | 0.73 | −0.91 | 0.67 | 0.67 | 0.97 | 0.97 | 0.94 | 0.95 |
Acep9 | 3.31 | 0.7 | −1.07 | 1.25 | 0.72 | 0.97 | 0.97 | ||
Acep10 | 3.37 | 0.71 | −1.16 | 1.63 | 0.71 | 0.97 | 0.97 | ||
Acep11 | 3.38 | 0.71 | −1.1 | 1.3 | 0.72 | 0.97 | 0.97 | ||
Acep12 | 3.3 | 0.68 | −0.92 | 0.9 | 0.71 | 0.97 | 0.97 | ||
Acep13 | 3.34 | 0.69 | −0.93 | 1.06 | 0.72 | 0.97 | 0.97 | ||
Acep14 | 3.39 | 0.69 | −1.2 | 1.97 | 0.69 | 0.97 | 0.97 | ||
Acep15 | 3.36 | 0.72 | −1.0 | 1.13 | 0.68 | 0.97 | 0.97 | ||
Cal1 | 3.27 | 0.73 | −0.94 | 1.09 | 0.72 | 0.97 | 0.97 | ||
Cal2 | 3.25 | 0.86 | −1.0 | 1.26 | 0.54 | 0.97 | 0.97 | ||
Cal3 | 3.09 | 0.74 | −0.81 | 0.1 | 0.71 | 0.97 | 0.97 | ||
Cal4 | 3.27 | 0.74 | −0.97 | 1.0 | 0.69 | 0.97 | 0.97 | ||
Cal5 | 3.28 | 0.74 | −0.93 | 0.74 | 0.7 | 0.97 | 0.97 | ||
Cal6 | 3.25 | 0.73 | −0.88 | 0.76 | 0.7 | 0.97 | 0.97 | 0.93 | 0.94 |
Cal7 | 3.28 | 0.72 | −0.92 | 0.76 | 0.71 | 0.97 | 0.97 | ||
Cal8 | 3.27 | 0.8 | −0.7 | 0.09 | 0.7 | 0.97 | 0.97 | ||
Cal9 | 3.15 | 0.7 | −0.7 | −0.02 | 0.62 | 0.97 | 0.97 | ||
Cal10 | 3.32 | 0.71 | −0.88 | 0.75 | 0.75 | 0.97 | 0.97 | ||
Cal11 | 3.33 | 0.71 | −1.00 | 1.13 | 0.74 | 0.97 | 0.97 |
χ2 | df | p-Value | RMSEA | CFI | TLI | SRMR | |
---|---|---|---|---|---|---|---|
ESEM | 24,850 | 300 | 0.000 | 0.07 | 0.97 | 0.95 | 0.03 |
CFI | 24,850 | 300 | 0.000 | 0.07 | 0.96 | 0.96 | 0.05 |
ESEM | CFA | ||||||||
---|---|---|---|---|---|---|---|---|---|
Items | Element | F1 | F2 | F3 | F4 | F1 | F2 | F3 | F4 |
Disp3 | My health care site has enough rooms for the number of people coming through | 0.37 | −0.01 | 0.18 | 0.19 | 0.69 | |||
Disp5 | My health care site has adequate hygiene in its bathrooms and other facilities | 0.57 | −0.11 | 0.35 | −0.03 | 0.73 | |||
Disp7 | My health care site where I receive care provides me with all the medications prescribed by the health team. | 0.69 | 0.03 | 0.13 | −0.05 | 0.76 | |||
Disp8 | My health care site where I receive care has the necessary equipment for performing the exams that have been recommended to me. | 0.91 | 0.07 | −0.05 | −0.11 | 0.8 | |||
Disp9 | My health care site has modern equipment for my care | 0.84 | 0.04 | −0.02 | 0.01 | 0.84 | |||
Disp10 | My health care site where I receive care schedules a reasonable appointment time for me to take the exams requested by the professional. | 0.87 | 0.01 | −0.15 | 0.01 | 0.73 | |||
Disp12 | My health care site has enough personnel to handle its patients | 0.58 | 0.08 | 0.01 | 0.15 | 0.78 | |||
Disp16 | My health care site has personnel who give indications and referrals to ensure treatment continuity for me | 0.5 | 0.03 | 0.15 | 0.21 | 0.83 | |||
Ac7 | My health care site has prices which do not keep me from using services | −0.08 | 0.74 | 0.18 | 0.03 | 0.83 | |||
Ac8 | My health care site lets me access care with the professional I need, without being stopped by costs | −0.15 | 0.95 | 0.92 | 0.05 | 0.92 | |||
Ac9 | My health care site lets me access exams in the location without being impeded by costs | 0.1 | 0.94 | −0.08 | −0.01 | 0.95 | |||
Ac10 | My health care site lets me access treatment within the establishment without being blocked by costs | 0.09 | 0.9 | −0.01 | −0.04 | 0.93 | |||
Ac11 | My health care site lets me access needed health care, even without the necessary documentation | 0.12 | 0.62 | −0.03 | 0.14 | 0.82 | |||
Acep1 | In my health care site, the personnel use understandable words to provide information | 0.14 | −0.12 | 0.41 | 0.31 | 0.69 | |||
Acep4 | My health care site has signs (information) in my language | −0.09 | 0.07 | 0.82 | 0.01 | 0.77 | |||
Acep5 | My health care site has forms and documents which I can understand | 0.03 | 0.02 | 0.89 | −0.01 | 0.89 | |||
Acep7 | My health care site where I receive care provides support material (brochures) with understandable information | 0.08 | 0.09 | 0.81 | −0.05 | 0.86 | |||
Acep8 | In my health care site, if I do not understand something about what I must do, someone can tell me where to ask | 0.2 | 0.01 | 0.61 | 0.05 | 0.82 | |||
Acep9 | The health care facility where I receive care, the administrative team shows respect for my customs (diet, clothing, vocabulary, child-rearing practices) | 0.17 | 0.2 | 0.45 | 0.08 | 0.85 | |||
Cal3 | In my health care site facility where I receive care, the staff identifies themselves at the moment of my attention. | 0.08 | 0.12 | −0.07 | 0.54 | 0.65 | |||
Cal5 | In my health care site, the doctor/professional takes enough time to examine me and give directions | 0.1 | 0.09 | 0.01 | 0.67 | 0.83 | |||
Cal7 | In my health care site, the personnel explain the procedures to be done during my care and treatment | −0.16 | 0.03 | 0.15 | 0.91 | 0.9 | |||
Cal8 | In my health care site, the personnel clearly explain treatment options to me | −0.03 | −0.01 | −0.02 | 0.97 | 0.9 | |||
Cal9 | In my health care site, the personnel explain adverse side effects of the medications or procedures prescribed | 0.16 | −0.07 | −0.09 | 0.82 | 0.82 | |||
Cal11 | In my health care site, the personnel make me feel safe and confident during their procedures | 0.12 | 0.16 | 0.16 | 0.48 | 0.87 | |||
F1: | Availability | 1.00 | 1.00 | ||||||
F2: | Accessibility | 0.66 | 1.00 | 0.72 | 1.00 | ||||
F3: | Acceptability | 0.64 | 0.59 | 1.00 | 0.79 | 0.7 | 1.00 | ||
F4: | Quality | 0.71 | 0.63 | 0.6 | 1.00 | 0.78 | 0.71 | 0.73 | 1.00 |
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Cruz-Riveros, C.; Urzúa, A.; Lagos, C. Scale Measurement of Health Primary Service Utilization among the Migrant International Population. Eur. J. Investig. Health Psychol. Educ. 2023, 13, 850-860. https://doi.org/10.3390/ejihpe13050064
Cruz-Riveros C, Urzúa A, Lagos C. Scale Measurement of Health Primary Service Utilization among the Migrant International Population. European Journal of Investigation in Health, Psychology and Education. 2023; 13(5):850-860. https://doi.org/10.3390/ejihpe13050064
Chicago/Turabian StyleCruz-Riveros, Consuelo, Alfonso Urzúa, and Carolina Lagos. 2023. "Scale Measurement of Health Primary Service Utilization among the Migrant International Population" European Journal of Investigation in Health, Psychology and Education 13, no. 5: 850-860. https://doi.org/10.3390/ejihpe13050064
APA StyleCruz-Riveros, C., Urzúa, A., & Lagos, C. (2023). Scale Measurement of Health Primary Service Utilization among the Migrant International Population. European Journal of Investigation in Health, Psychology and Education, 13(5), 850-860. https://doi.org/10.3390/ejihpe13050064