Article Analysis for Organizational and Citizenship Behavior

This paper looks at organizational aspects and workplace relations, which can be, used in   developing commitment and enabling a setting that enhances   the innovative behavior of nurses who are working within the Australian health care system. It also provides an insight into the link between different factors and their influence on enabling employees to have organizational commitment and innovative behavior (Brunetto & Xerri 2013). The Australian healthcare system is being affected by a shortage of nurses. Nurses are leaving the profession due to different issues and there is a problem of retention across a number of Australian hospitals. Many wards in the public and private healthcare institutions are being forced into closure due to the shortage of nurses. It is therefore in the best interest of healthcare organizations to delve into the issues that affect nurses such that they cannot maintain their commitment. When effective relationships in the work place are made, the organization gets a number of benefits as successful relations amongst staff at different levels in the organization results in   sharing of information and trust hence making employees feel empowered and they also embrace accountability (Brunetto & Xerri 2013).This enables them to perform their roles in an efficient and effective manner. The authors provide an insight into how hospitals are able to enhance efficiency of nurses. They conclude that relationships which are social can be used to improve the innovative actions of nurses. Hospitals must therefore ensure that nurses are attached emotionally to healthcare institutions and that they have enough social relationships in the workplace that will enable them to get knowledge, information and resources that will support the innovative process (Brunetto & Xerri 2013).   Brunetto, Y. and Xerri, M.J, 2013. Fostering innovative behaviour: The importance of employee commitment and organisational citizenship behaviour.  The International Journal of Human Resource Management ,  24(16), pp.3163-3177. Looking for an answer 'who will do my essay for cheap',

Description of Step-Wise Multiple Regression statistic test Essay

Description of Step-Wise Multiple Regression statistic test - Essay Example If it is not utilized properly, it may congregate on a wretched model while contributing a false sensation of security. This paper attempts to review in detail the step-wise regression model and its application through SPSS version 21. Definition and Detailed Description of 'Stepwise Regression' According to Investopedia, Step-wise regression is a step-by-step iterative establishment of a regression model that necessitates automatic excerption of independent variables. Stepwise regression can be accomplished either by testing single independent variable at one time and admitting it in the regression model if it is found to be statistically significant, or by admitting all possible independent variables within the model and eradicating those that are found to be statistically insignificant, or by a amalgamation of both methods (Investopedia US, A Division of ValueClick, Inc., 2012). Stepwise multiple regressions provide a way of selecting predictors of a specific dependent variable on the grounds of statistical criteria. Necessarily the statistical methodology determines amongst the various independent variables which one is the most suitable predictor, the more suitable predictor and so the process goes on. The emphasis is on exploring the most suitable predictors at every stage. ... There are various multiple regression variants. Stepwise regression is generally a good option although all variables can be entered simultaneously as a substitute. Similarly, all variables can be entered once and then the predictors are eliminated by and by if elimination does not bring about big changes in the entire prediction. Stepwise regression, in statistics entails regression models within which the selection of predictive variables is drawn out by an automatic process. Ordinarily, this assumes the configuration of a succession of F-tests, but other proficiencies are potential, such as adjusted R-square, t-tests, Akaike criterion, Mallows' Cp, Bayesian criterion or false discovery rate (Draper and Smith, 1981). Principal approaches The major approaches utilized in the step-wise regression model are forward selection, backward elimination and bi directional elimination. Forward selection involves commencing without any variable within the model, examining the inclusion of indi vidual variable utilizing a selected model equivalence criterion, including the variable if any present amongst the various predictors that enhances the model to the best, and iterating this process till none amends the model. Backward elimination involves commencing with all potential variables, examining the exclusion of every variable utilizing a selected model equivalence criterion, eliminating the variable if any present amongst the various independent variables that leads to improvement in the model upon elimination and iterating the process until no more improvement is possible. Bidirectional elimination is a combination of the forward selection and

Community Service Essay Example | Topics and Well Written Essays - 250 words - 1

Community Service - Essay Example After liaising with the Imam, we agreed that the best time to do the cleaning was on Sunday at two o'clock. This was after the lunchtime prayers. With the help of my friends, I tried to clean everything in the mosque. Although the mosque was in relatively good condition when I started, I noticed that there were certain things needed to be improved. With the help of my parents and the savings I had, I managed to complete this task successfully. In the end, after I had made the renovations I thought would benefit the mosque, I organized a small party for all the worshippers. By engaging in this activity, I was able to gain firsthand experience in working with people. This is the main objective of this course whose main emphasis on experiential learning through community service. Engaging in community service helps an individual contribute to the society by offering the expertise and knowledge he has. This course emphasizes the need to offer such services without expecting payment or an y form of personal benefit. Community service is aimed at benefiting the larger society. I believe I managed to achieve these objectives by carrying participating in this activity. In the end, engaging in this activity was satisfying and made me feel appreciated by the community as the whole. Helping to clean the mosque helped to promote peace since a dirty environment can be a source of stress. Everyone at the mosque showed respect, and this was very inspiring to me and gave me the drive to do more in future.