Nobody downloaded yet

Logistic Regression in Nursing Practice - Essay Example

Comments (0) Cite this document
Summary
Dissemination of the following study 1: APA Reference Of the Study 1 Hoerster,K, Mayer, H, Gabbard, S, Kronick,R, . Roesch,S , Malcame,V & Zuniga,M. (2011). Impact of Individual-, Environmental-, and Policy-Level Factors on Health Care Utilization Among US Farmworkers…
Download full paperFile format: .doc, available for editing
GRAB THE BEST PAPER97.6% of users find it useful
Logistic Regression in Nursing Practice
Read TextPreview

Extract of sample "Logistic Regression in Nursing Practice"

Download file to see previous pages The other reasons are difficulty in leaving their job at hand to access healthcare, lack of time to pursue healthcare, vernacular issues and afraid of the medical care system. There have been very few studies which tried to correlate the conditions of US farmworkers that is being related to health care usage. Unfortunately, those studies lacked representativeness of the population and may have some bias associated with it to draw an inference. Thus the goal of this study was to draw fairly a true representative sample from the population of US farmworkers to reduce the component of bias in the statistical interpretations to be made. On the basis of sampling strategies as discussed, the study selected correlates based on previous literature and the behavioural model for vulnerable populations which imposes the fact the predisposing, enabling, and need characteristics that influence the health care usage. An ecological model was selected to specify the several levels of influence on behaviour, which provided the the overall framework for calculations. Thus the ultimate aim was to find out how each factor relates to health care usage in relation to various factors or correlates and to suggest the interventions needed to improve the health care usage based on these observations. The Way Regression Equation Is Used Regression equations are used to define the magnitude and direction of relation of one variable with another variable( simple regression) or the relation of a set of variables with another variable.(multiple regression equations like logistic regression equations based on ordinary least squares or linear regression equations). The variable which is studied is called the criterion (dependent variable, in this case the health care usage) and the variable/s on which the dependant variable depends are called the predictor (independent variables, in this case the individual variables, policy variables, ecological variables). Therefore in this study the Health care usage was correlated in the equation by bivariate models and multivariate models. Bivariate means predicting the health care usage depending upon another variable with which health care is correlated. In multivariate logistic regression model the health care usage was predicted holistically depending upon two or more variables because in bivariate model only one independent variable is considered. In multivariate logistic model many variables at a single time in relation to each other and health care usage can be evaluated which gives a more realistic view to the situation because individual variables, behavioural variables, ecological variables are all related to each other to finally impact health care usage. In other words the multiple regression equations provide a logical and at once glance of the weighted impact of all the independent variables on the dependent variable ( in this case health care usage pattern). In logistic equations the important aspect is to evaluate the correlation coefficients which means how a variable is related to other that is whether increase in the value of one will increase or decrease the magnitude of another variable. This coefficient called product moment correlation(r) has a value from -1 to +1. This means more the positive magnitude more the increase in magnitude of one variable will increase the ...Download file to see next pagesRead More
Cite this document
  • APA
  • MLA
  • CHICAGO
(“Logistic Regression in Nursing Practice Essay Example | Topics and Well Written Essays - 1000 words”, n.d.)
Logistic Regression in Nursing Practice Essay Example | Topics and Well Written Essays - 1000 words. Retrieved from https://studentshare.org/nursing/1488595-logistic-regression-in-nursing-practice
(Logistic Regression in Nursing Practice Essay Example | Topics and Well Written Essays - 1000 Words)
Logistic Regression in Nursing Practice Essay Example | Topics and Well Written Essays - 1000 Words. https://studentshare.org/nursing/1488595-logistic-regression-in-nursing-practice.
“Logistic Regression in Nursing Practice Essay Example | Topics and Well Written Essays - 1000 Words”, n.d. https://studentshare.org/nursing/1488595-logistic-regression-in-nursing-practice.
  • Cited: 0 times
Comments (0)
Click to create a comment or rate a document

CHECK THESE SAMPLES OF Logistic Regression in Nursing Practice

Nursing practice

...?NSB025 Nursing Practice in Context 5 INTRODUCTION Colorectal cancer is caused by an abnormal separation of cells in the colon of a human being (Radtke, 2005). Due to the level of damage caused by this disease, both healthy and persons with the symptoms, require regular screening. An early diagnosis helps in removal of polyps way before they grow into cancerous cells. John’s medical history In the case study, John is diagnosed with colorectal cancer. In order to prevent further spread of this terminal disease, he agrees to undergo a surgery and later a chemotherapy treatment by fluorouracil. He therefore has to be educated on how the process of chemotherapy takes place and the importance of maintaining...
10 Pages(2500 words)Essay

Nursing theory in practice

...? Dorothea Orem Self-Care Deficit Nursing Theory Dorothea Orem Self-Care Deficit Nursing Theory The Dorothea Orem Self-Care Deficit Nursing Theory (SCDNT) was put forward by Dorothea Orem. The concept first started to take its root in the 1950s but it was in 1972 when the theory was first published. The intent behind the theory is to organize and put forth the structure of nursing knowledge and to explain the various aspects of nursing knowledge. A number of people have emphasized upon the complexity of the nursing profession. Orem herself observed once that if nursing is scrutinized under the lens of human...
4 Pages(1000 words)Essay

Logistic regression classifier for the churn Data

...?Question For the churn data the package used for analysis is SPSS because it is more versatile and conversant. The churn variable is considered as output, good/bad and the other variables are treated as independent. The independent variables are checking, duration, history, purpose, amount, savings, employed, install, marital, coapp, resident, property, age, other, housing, existcr, job, depends, telephon and foreign. Since the output variable (dependent variable) is categorical (good or bad) the proper statistical technique to be adopted is logistic regression. The output of the logistic regression is given below. The preprocessing steps involve identifying independent...
12 Pages(3000 words)Coursework

Credit Risk Analysis - Application of Logistic Regression

...?Credit Risk Analysis – Application of Logistic Regression The following is the definition of Logistic Regression provided by SPSS in its ial: “Logistic Regression is useful for situations in which you want to be able to predict the presence or absence of a characteristic or outcome based on values of a set of predictor variables. It is similar to a linear regression model but is suited to models where the dependent variable is dichotomous. Logistic regression coefficients can be used to estimate odds ratios for each of the independent variables in the model.” In order to run binary...
7 Pages(1750 words)Essay

Good Nursing Practice

...?Table of Contents Table of Contents Good Nursing Practice 2 Leadership Skills 2 Communication 4 Team Work Skills 6 Team Reflection 7 Ensuring the Participation of All Members 7 Establishment of Ground Rules 8 Organization Skills 8 Prior Planning 9 Prioritize 9 Accessibility 10 Charting 10 Time Management 10 Conclusion 11 References 12 Good Nursing Practice Nursing is composed of collaborative and professional care of individuals spanning all ages, communities, groups and families, healthy and unhealthy at all settings (ICN, 2011). Nurses are crucial members of the health care fraternity. They serve in various settings such hospitals, nursing homes and doctors’ offices. In addition to the education and training requirements... , it is...
11 Pages(2750 words)Essay

PRINCIPLE OF NURSING PRACTICE

...?Assessing the Importance of using the Principles B (consulting with patients and their families prior to treatment) and Principle C (managing all possibilities of risk when treating patients) in Nursing Practice As a student nurse, I find that all aspects of nursing interest me. Ethics is the one nursing principle that I find particularly interesting. Different medical practitioners in the health sector have different views of what can be considered to be an ethical nursing practice. In nursing practice, it is generally accepted that ethical practice has to be the...
8 Pages(2000 words)Essay

Nursing Practice

...Nursing Practice Synopsis In the world of medical practice and health care, there are many more practical issues than ordinarily meet the eye. Theprovision of care facilities involves issues pertaining to the context of legal, ethical and professional domain, that are integral to the well-being of both the patient and the health care provider. This paper shall endeavor to dwell upon certain areas of influence in the same realm, and help establish certain working parameters for professionals. Introduction Centuries ago, while the science of medical care was in its technical evolution stage, the prime area of reference was only the provision of health care. However, in...
14 Pages(3500 words)Essay

Nursing Practice

...perspective of Health with the fusion of management-based theories and practices would further ensure a patient-centered care with regards this kind of practice specifically for the nurses to enable them to provide quality healthcare among patients they handle. Through this kind of practice, medical practitioners would now be aware of giving the patients the proper care they deserve. Introduction Definitions Evidence-based Nursing Practice: A practice which solves problems concerning Nursing Practices Identification of the issues or problem based with regards to accurate...
10 Pages(2500 words)Essay

Psych/Stats - Multiple Regression and Logistic Regression & Prenatal Maternal Speech Influences

...1. An appropriate continuous dependent variable to be predicted as Y is the inter-burst interval (IBI) time . Three continuously measured predictors that can be used as X variables include the age of the child, the age of the mother, and the number of words in the stories that were read during the experiment. A multiple regression analysis designed using these variables would have the null hypothesis that there is no correlation between the IBI time and each of predicting measures (baby age, mother age, and story word count), which would be indicated by slopes equal to zero. The opposing alternative hypotheses are that the predicting variables are correlated with IBI time, displayed by slopes not equal to zero that can be positive... or...
1 Pages(250 words)Essay

Structural Equation Modelling and Logistic regression

.... Logistic regression was used to determine the effect of perceived ease of use and perceived usefulness of cashless payments on attitudes towards replacing cash payment systems. The analysis was subdivided into two phases, with the descriptive section incorporating descriptive, frequency and normality tests. Results of the logistic regression test were presented in the inferential section. Results The results were divided into two sections: descriptive and inferential. The descriptive statistics highlight the frequencies of non-scale variables while the descriptive statistics are generally measures of central tendency that shed more light on the features of the...
16 Pages(4000 words)Assignment
sponsored ads
We use cookies to create the best experience for you. Keep on browsing if you are OK with that, or find out how to manage cookies.

Let us find you another Essay on topic Logistic Regression in Nursing Practice for FREE!

Contact Us