Statistical Analysis Of Cronbach 's Alpha For The Measurement Of Job Satisfaction

Statistical Analysis Of Cronbach 's Alpha For The Measurement Of Job Satisfaction

Length: 933 words (2.7 double-spaced pages)

Rating: Better Essays

Open Document

Essay Preview

Results and Findings
Statistical analysis. Cronbach’s alpha for the measurement of job stress using CSS was 0.94 and 0.92 for the measurement of job satisfaction using WENSS. Descriptive statistics was utilized to analyze demographic data such the age of participants and levels of job stress and job satisfaction. Additional variables were also included and can be seen in the research article Table 1 (Cheng et al., 2014, p. 4). The mean (M) age of the participant in this study was 23.19 with a standard deviation (SD) of +/- 3.17; the M for job stress during the third month of the survey was 94.20 with a SD of +/- 30.27. On the other hand, M for job satisfaction during the same third month of the survey was 61.58 with a SD of +/- 6.56. Probability was not applied.
Interpretation of findings. The researchers’ interpretation of the findings suggests that level of stress among new graduate nurses does not decline over time however, job satisfaction increases. Less stress was found to be experienced by nurses working 12-hour shifts than eight-hour shifts, allowing the nurse more time to practice the skills and get to know their colleagues. Addtionally, low confidence in clinical abilities was seen to inflict higher levels of stress. On the other hand, higher skill confidence showed improved job satisfaction. Moreover, working in the medical-surgical unit was more fulfilling than in specialized units such as an intese care unit (ICU). Finally, 23% to 28% of newly graduated nurses had a plan to leave their current unit or hospital within the first year of employment. Teaching hospitals were not found to improve job satisfaction among new graduate nurses within the first year of employement.
Limitations of the study. Researchers utilized p...


... middle of paper ...


... of the questionnaires. The data analysis was not fully discussed in the results sections of the research, but rather explanation of those findings were offered. Although the findings from the study cannot be used for generalization to a wider population it does however provoke conversation about how the experience of new nurses can be improved. Additionally, it offers a direction for further studies.
Nurses play a vital role in the day-to-day operations and treatment of patients in the hospital. Thus, in order to improve their satisfaction, decrease their stress levels, and retain them it is important to acknowledge their needs, provide adequate support and offer encouragement for further education. Doing so not only improves the job satisfaction but also enhances patient outcomes, increased patient safety, and promote optimal treatment of the patient by the nurse.

Need Writing Help?

Get feedback on grammar, clarity, concision and logic instantly.

Check your paper »

Analysis Of Cronbach 's Alpha Is The Most Common Measure Of Internal Consistency

- DISCUSSION RELIABILITY STATISTICS Cronbach 's alpha is the most common measure of internal consistency ("reliability"). It is most commonly used when you have multiple Likert questions in a survey/questionnaire that form a scale and you wish to determine if the scale is reliable. Cronbach 's alpha is 0.705, which indicates a high level of internal consistency for our scale with this specific sample. FACTOR ANALYSIS KMO AND BARTLETT 'S TEST KMO and Bartlett 's Test is used to measure the sampling adequacy....   [tags: Statistics, Statistical hypothesis testing]

Better Essays
1038 words (3 pages)

Using A Convenience Sampling Method ( P. 1147 ) Essay

- A study conducted by Li, Zhou, Yan, Wang, and Zhang (2011), selected their sample using a convenience sampling method (p. 1147). The authors calculated the sample size based on the parameters of state anxiety, which is found in other related studies on cancer patients (Li, Zhou, Yan, Wang, & Zhang, 2011, p. 1148). In order to detect the difference of five state anxiety score between two groups, the authors calculated that 100 patients (50 patients for each group) is needed for this study, with a power of 80% at the 5% level of statistical significance (Li et al., 2011, p....   [tags: Statistics, Statistical hypothesis testing]

Better Essays
1402 words (4 pages)

Descriptive Statistic Is A Statistic Analysis Essay

- Descriptive statistic is a statistic analysis to describe the characteristic of the respondents (Pallant, 2013). This study employs descriptive statistical analysis which gives value of mean, median and standard deviation of the respondents based on several indicators, such as sex/gender, educational level, position at work and income of the respondents. By using these indicators, the researcher describes the profile of the respondents. Hence, it can give some valuable information about the respondents....   [tags: Psychometrics, Validity, Factor analysis]

Better Essays
2111 words (6 pages)

Discussion About Statistical Analysis and Results Essay examples

- DISCUSSION ABOUT STATISTICAL ANALYSIS AND RESULTS; Statistical analysis two independent sample tests compare the mean of the randomised case-control group. To find the significant difference between the two groups, data collections are mean value, so t test is the suitable test to compare the mean value of the two groups in normal distributed data (Menz, 2004). Result of the t test shows body mass index significant p value .005 less than .05 and the mean value of the BMI in case group greater than control group....   [tags: Statistical Analysis ]

Better Essays
1329 words (3.8 pages)

Legal And Ethical Issues Within The World Fund Research Essay

- Legal and Ethical Issues Legal and ethical issues create standards by which research is conducted. According to Polit and Beck (2014),”Governments throughout the world fund research and establish rules for adhering to ethical principles” (p. 81). These standards protect research participants from exploitation and harm. The study participants in this study were not subjected to physical harm, discomfort or psychological distress. The appropriate consent procedures were used. According to Norris, Hughes, Hecht, Peragallo & Nickerson (2013),” After-school program staff distributed study packets to girls of Hispanic origin to take home to parents or legal guardians” (p....   [tags: Psychometrics, Cronbach's alpha, Reliability]

Better Essays
1834 words (5.2 pages)

Statistical Analysis of Daytime Sleepiness and Educational Level Essay

- Despite convictions about the significance of sleep amounts necessary for health and typical development, there are no momentous principles related to the physiology of rest (National Center on Sleep Disorders Research, 2011). The National Institutes of Health (NIH) does demonstrate that sufficient rest is fundamental for sound working and survival, however the definition of “sufficient rest” differs from person to person. Inadequate rest and suboptimal sleep practices are commonplace, particularly in the very young and as individuals increase in age....   [tags: A Statistical Analysis Project]

Better Essays
2669 words (7.6 pages)

Questions On The Standard Alpha Level Essay examples

- 1. It was a strength to include 3 different schools because the researcher can access a larger population of participants. The larger population gives the study a couple of advantages such as a larger sample size as well as a higher probability for individual differences. These individual differences can include race, gender, and ranges of socioeconomic status. 2. An appendix at the end of a study is useful for the audience to understand the materials being used. This makes a stronger case for the study because the researcher is providing more evidence....   [tags: Statistics, Statistical hypothesis testing]

Better Essays
938 words (2.7 pages)

Analysis Of The Movie ' Alpha Dog Emile Hirsch ' Essay examples

- In the 2006 hit movie Alpha Dog Emile Hirsch plays the role of a young marijuana dealer named Johnny Truelove. Supplied by his father Sonny, Johnny distributed marijuana to buyers with the help of his closest friends . This act of deviancy gave him power and authority over the people In his life. Even so much authority that he could have someone killed by just a simple request. Throughout the film there were many characters that played a critical role in the kidnapping and murder of Zack Mazursky....   [tags: Criminology, Crime, Alpha Dog, Sociology]

Better Essays
1094 words (3.1 pages)

Essay on Reliability And Reliability Of Reliability

- Reliability Reliability is the extent to which scores obtained from similar or parallel instruments, by different observers or raters, or at different times yield the same or similar results (Streiner, 2003c). Importantly, reliability applies to the scores obtained from an instrument rather than the instrument itself. This is one of the most commonly made measurement mistakes in psychology. One way to establish reliability is to create alternate forms of an instrument. To create alternate forms, we take one instrument and compile another similar instrument that measures the same construct....   [tags: Reliability, Psychometrics, Cronbach's alpha]

Better Essays
818 words (2.3 pages)

Statistical Significance And Validity Of Research Essay

- Statistical significance seeking (i.e., p-hacking) is a serious problem for the validity of research, especially if it occurs frequently. Head et al. provided evidence for widespread p-hacking throughout the sciences, which would indicate that the validity of science is in doubt. Previous substantive concerns about their selection of p-values indicated they were too liberal in selecting all reported p-values, which would result in including results that would not be interesting to have been p-hacked....   [tags: Statistical hypothesis testing, Statistics]

Better Essays
1838 words (5.3 pages)