Who does not get screened? A simple model of the complex relationships in mammogram non-attendance

2016 ◽  
Vol 21 (12) ◽  
pp. 2838-2850 ◽  
Author(s):  
Celia KN Sen ◽  
G Tarcan Kumkale
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
Simple Model ◽  
Decision Trees ◽  
Survey Data ◽  
Logistic Regression Analysis ◽  
Demographic Groups ◽  
Complex Interactions ◽  
Intervention Planning ◽  
Complex Relationships

With increasing mammogram rates, identifying attributes of non-attending women entails going beyond differences in demographic groups to reveal complex interactions among personality attributes. In this study, we analyzed survey data from 474 women aged 41 years and older using decision trees. By incorporating personality, religiousness, and age, we were able to correctly classify 42.9 percent of non-attenders compared to 4.4 percent with logistic regression analysis. Our findings suggest that incorporating personality and religiousness attributes may increase non-attender identification. Furthermore, the simple profile generated by decision trees provides a clear map useful for intervention planning.

scholarly journals PELUANG ALUMNI PENDIDIKAN MATEMATIKA FKIP UMB DALAM MENDAPATKAN PEKERJAAN DENGAN MENGGUNAKAN ANALISIS REGRESI LOGISTIK

2017 ◽  
Vol 10 (2) ◽  
pp. 85
Author(s):  
Mahyudi Mahyudi
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
Mathematics Education ◽  
Survey Data ◽  
Logistic Regression Analysis ◽  
Work Experience ◽  
National Origin ◽  
College Graduation ◽  
The Road ◽  
Ordinal Logistic Regression Analysis

Graduation or college graduation become the most exciting moment for a student. In addition to successfully get a degree, they are also eager to enter the workforce. But sometimes the spirit was lost in the middle of the road. Many fresh graduates complain of difficult to get a job at this time. Every year the number of graduates to grow while jobs are not directly proportional to the increase in the number of graduates. The study analyzed what are the chances of graduates Mathematics Education FKIP Muhammadiyah University of Bengkulu in getting a job. Samples taken as many as 78 graduates between September 2015 to April 2016. The factors considered were gender, age, GPA, national origin, jobs for college and the work areas as desired. Analysis of survey data using ordinal logistic regression analysis. The results showed that the dominant factors that affect the length of the graduates in getting a job is GPA, work experience in college and the desired field of work.

Logistic regression analysis of sample survey data

Biometrika ◽  
1987 ◽  
Vol 74 (1) ◽  
pp. 1-12 ◽  
Author(s):  
G. ROBERTS ◽  
N. K. RAO ◽  
S. KUMAR
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
Survey Data ◽  
Logistic Regression Analysis ◽  
Sample Survey ◽  
Sample Survey Data

Forensic Audit for Financial Frauds in Banks

2021 ◽  
pp. 236-249
Author(s):  
Md. Nur Alam Siddik
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
Survey Data ◽  
Logistic Regression Analysis ◽  
Banking Sector ◽  
Financial Fraud ◽  
Positive Effects ◽  
The Impact

Traditional auditing has failed to control the jeopardy of increased financial frauds. Gradually, forensic auditing has been employed by organizations to control such frauds. Nonetheless, there is a dearth of studies examining the effects of forensic auditing on financial frauds. In particular, the impact of forensic auditing on financial frauds in Bangladesh is not examined. This study attempts to fill this gap. Using survey data of 182 respondents, this study applied logistic regression analysis. Findings indicate that forensic auditing has significant positive effects on the detection and prevention of financial fraud occurrences in the banking sector of Bangladesh. Findings also indicate that forensic auditing is competent to diminish financial frauds. Therefore, it is recommended to adopt forensic auditing in the banking sector of Bangladesh.

Variable final back vowels in urban Asturian Spanish

2016 ◽  
Vol 13 (1) ◽  
pp. 1-28 ◽  
Author(s):  
Sonia Barnes
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
Quantitative Analysis ◽  
Logistic Regression Analysis ◽  
The Other ◽  
Production Data ◽  
Linguistic Features ◽  
Demographic Groups ◽  
First Order ◽  
Selection Of

The contact between Asturian and Spanish in the region of Asturias (Spain) has led to the variable incorporation of linguistic features of Asturian into the Spanish of Asturian speakers. Among these features is the use of the masculine singular morpheme /-u/, as opposed to Spanish /-o/. In this study I provide a quantitative analysis of the linguistic and extra-linguistic factors that govern the alternation between the Spanish and the Asturian morphemes, analyzing production data from 24 speakers from Gijón. The results of the mixed logistic regression analysis show that the selection of one vowel over the other is constrained by the adjacent phonological context and the variant used in the previous form. The use of /-u/ is also correlated with certain socio-demographic groups, such as male speakers, speakers whose occupations have low prestige and those who have a first order social tie with their interlocutor.

ANALISIS HUBUNGAN SARANA, PENGETAHUAN, DAN SIKAP BIDAN PRAKTIK MANDIRI DENGAN KEPATUHAN MENJALANKAN STANDAR PELAYANAN ANTENATAL CARE DI KOTA PADANGSIDIMPUAN

2019 ◽  
Vol 2 (1) ◽  
pp. 27-33
Author(s):  
Megawati Sinambela ◽  
Evi Erianty Hasibuan
Keyword(s):  
Logistic Regression ◽  
Regression Analysis ◽  
Antenatal Care ◽  
Pregnant Women ◽  
Logistic Regression Analysis ◽  
Care Service ◽  
Multivariate Logistic Regression Analysis ◽  
Bivariate Analysis ◽  
Cross Sectional ◽  
The North

Antenatal care is a service provided to pregnant women to monitor, support maternal health and detect mothers whether normal or problematic pregnant women. According to the WHO, globally more than 70% of maternal deaths are caused by complications of pregnancy and childbirth such as hemorrhage, hypertension, sepsis, and abortion. Based on data obtained from the profile of the North Sumatra provincial health office in 2017, in the city of Padangsidimpuan in 2017 the coverage of ANC visits reached (76.58%) and had not reached the target in accordance with the 2017 Provincial Health Office strategy plan (95%). This type of research was an observational analytic study with a cross sectional design. The population in this study were independent practice midwives who were in the Padangsidimpuan, the sample in this study amounted to 102 respondents. The technique of collecting data used questionnaires and data analysis used univariate, bivariate and multivariate analysis with logistic regression analysis. Based on bivariate analysis showed that there was a relationship between facilities, knowledge and attitudes of independent midwives with compliance with the standards of antenatal care services with a value of p <0.05. The results of the study with multivariate logistic regression analysis showed that the factors associated with the compliance of independent midwives in carrying out antenatal care service standards were attitudes with values (p = 0.026).

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