Statistical tests and thematic analysis in healthcare transition studies

¶ … Outpatient Transition Clinics: A Mixed-Methods Study Protocol

This a mixed method study with a controlled and retrospective design that involves interviews that are semi structured among healthcare experts, consultation observation focused on young people, and transferred between 2 to 4 years before the date of collecting data. Questionnaires among the youth are incorporated in the interviews (Sattoe, Peeters, Hilberink, Ista, & Staa, 2016).

Patient experiences of decentralized acute healthcare services

The study was qualitative. Data analysis was done through done through thematic analysis (Leonardsen, et al., 2016).

Study on the impact of patient satisfaction on a rural hospital

A qualitative method was applied to analyze historical patient contentment surveys and the accompanying revenue collection statements from a hospital in a rural area in the North Eastern part of Oklahoma for a period stretching 25 months (Jacobs, 2011).

Discuss the types of statistical tests used within each article and why they have been chosen.

Patient experiences of decentralized acute healthcare services

Thematic analysis was conducted based on the advice of Clarke and Braun. The process of analysis constituted the stages of identification, analysis, and pattern reporting of the themes included in the data. The transcripts were coded in Norwegian to limit subjective interpretations (ACLL, LPJJ). The primary aspects of the raw data that had meaning regarding the research were also coded. We decided to code as many potential patterns/ themes to guard all info against loss. There was a comparison of the codes in discussions and debates until the research teams reached a consensus (ACLL, LPJJ). There was discussion on the themes, codes and the final report until there was consensus by the authors (ACLL, LPJJ, LDB and VAG) (Leonardsen, et al., 2016) the study was inspired by the Helsinki declaration and informed consent that was written.

Study on the impact of patient satisfaction on a rural hospital

Data analysis was done by Pearson and Correlations which used the assumption that there were two variables measured on interval scales. The correlation determines the level of correlation of two variables. A correlation coefficient doesn't depend on a given measurement units applied. The correlation is termed high if it can be summed using a straight line; with an upward or downward slope. The line is referred as to the regression line because it is derived in a way that ensures that the sum of the square distance of all data points from such a line is at its minimum (Jacobs, 2011).

.Explain the difference between parametric and nonparametric tests and what types are applied in the article's study

A parametric test in statistics is one which outlines certain specified conditions about the parameters of the groups from which the drawing of the research sample was done. The conditions outlined include that such observations need to be independent. Such observations need to be drawn from a population that is distributed normally. The populations need to manifest similar variables and variables which should have been measured in an interval scale (Abdulazeez, 2014).

Nonparametric statistics describe an attribute of a population, the relationship with other attributes, and hypothesis about the attribute, square interval measurement, relationship with other attributes and the type of population data spread over time or across constructs that are related. These do not need making any assumptions on the form of the distribution of population data. They do not require interval level measurement either. In the views of Robson (1994) only nominal or ordinal testing should be done using Nonparametric tests there are no assumptions of parametric tests have been attained (Abdulazeez, 2014).

Group differences on clinical results and use of healthcare was done by Sattoe et al. (2016) over four moments of measurement with ANOVA tests for the purpose of quantitative analysis. Quantitative data was analyzed using thematic analysis. Both nonparametric and parametric tests were applied in the study.

Pearson correlations were used by Jacobs (2011). They assumed that the two variables were measured based on interval scales. A parametric test was applied.

Leonardsen (2016) applied thematic analysis that comprised four steps including identification, analysis, reporting pattern in the data. A non parametric test was applied in the study.

Evaluate how the factors of reliability and validity are accounted for in the articles

The objective is to confirm approximately 8 hours at each setting. There will be attention paid to different themes such as the coordination of the process of transmission, consultation content and intervention use. These to be addressed are based on the literature such as "you are welcome" which is validated and one that is used as criteria to determine whether a clinic is friendly to young people, "the mind gap" instrument that is applied to check readiness for transfer and experiences that. Parents, professionals and young adults go through. For outcome and process measures for review of chart and survey, the research team categorized variables into process, background and outcome (Sattoe, Peeters, Hilberink, Ista, & Staa, 2016).

Participants discovered that MAWs were in contrast with care at hospitals, and which every participant hand encountered. It is only three out of the total of 27 participants were conversant with MAW establishment. Most of them believed that they needed to be admitted to the hospital. They knew little about the services provided by MAWs. The theme line "almost a hospital . . . .., but . . . " which was overarching came with 3 subthemes, i.e. adequate care time, Location and Physical environment (Leonardsen, et al., 2016).

The study purpose was to define how allied personnel customer satisfaction outcomes and the gross revenue of a hospital. The study was about identifying how two variables correlated, i.e. the allied health care practitioner's customer service skills and the financial success of a hospital (Jacobs, 2011).

Analyze the applicability of the chosen statistical test

Observations aimed at evaluating transition clinics for outpatient are current while the quantitative evaluation aspect remains retrospective. I may make it hard to figure out the evaluation outcomes. Qualitative interviews with professionals is conducted so as to get in-depth understanding of the changes that may have occurred in working patterns of the pattern of transition in the last five years. The interpretation of the quantitative and observational data interpretation will get support from this (Sattoe, Peeters, Hilberink, Ista, & Staa, 2016)

The findings presented by Leonardsen (2016) replicate those by patient input from other organizations which insist on the need to consider the experiences in crafting new healthcare practice procedures and services. Furthermore, since aspects that can be modified such as communication were handy in helping to differentiate positively the MAWs, from hospitals, the findings should similarly influence hospital administrators and professionals in healthcare in a bid to improve the quality of healthcare.

A new model for exploration of patients was derived from the study. TICOP, an abbreviation for Take Care of Patients is inspired by the idea that if health care facilities in the rural areas are caring for patients by either meeting or exceeding the expectations by patients. All aspects of rural health care will combine to provide the best care for patients and the best return for the healthcare institution (Jacobs, 2011).

Determine if another test would be just as appropriate or not.

The tests suited the study area.

Summarize how the chosen studies could be applied within the context of your practice.

Organizing the transition process using a TC to arrange for cooperation between adult and pediatric care to enable all parties to prepare better is encouraged. Publication of evaluation researches of TCs has increased remarkably since 2015. The study design is unique and can be applied to accommodate comparisons of traditional health care between disease clusters (Sattoe, Peeters, Hilberink, Ista, & Staa, 2016).

Although MAW service is still new and may change over time and influence experiences by patients, the findings in this research present valuable insight into patient views relating to the service and which can be applied in my practice as well (Leonardsen, et al., 2016).

Healthcare in rural areas are import centers for patient care for uninsured residents and the elderly in the rural areas. Thus, caring of the patients will lead to greater satisfaction outcomes by patients and also result in higher revenues for hospitals. This paves way for understanding between the two entities in my research area (Jacobs, 2011).