MARC details
000 -LEADER |
fixed length control field |
05542nam a22004217a 4500 |
001 - CONTROL NUMBER |
control field |
sulb0077670 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
BD-SySUS |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20230320110708.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
230320s2020 si a b 001 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9789811552038 |
037 ## - SOURCE OF ACQUISITION |
Stock number |
com.springer.onix.9789811552045 |
Source of stock number/acquisition |
Springer Nature |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
EBLCP |
Language of cataloging |
eng |
Transcribing agency |
EBLCP |
Modifying agency |
LQU |
-- |
YDX |
-- |
GW5XE |
-- |
EBLCP |
-- |
ORU |
-- |
N$T |
-- |
SFB |
-- |
OCLCF |
-- |
UKMGB |
-- |
NLW |
-- |
UKAHL |
-- |
BD-SySUS |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
519.52 |
Edition number |
23 |
Item number |
VED |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Verma, J. P. |
9 (RLIN) |
60827 |
245 10 - TITLE STATEMENT |
Title |
Determining sample size and power in research studies |
Remainder of title |
a manual for researchers / |
Statement of responsibility, etc. |
J.P. Verma, Priyam Verma. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc. |
Singapore : |
Name of publisher, distributor, etc. |
Springer, |
Date of publication, distribution, etc. |
2020. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
viii,127 p. : |
Other physical details |
ill. ; |
Dimensions |
24 cm. |
500 ## - GENERAL NOTE |
General note |
Description based upon print version of record. |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references. |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Intro -- Foreword -- Preface -- Acknowledgements -- Contents -- About the Authors -- 1 Introduction to Sample Size Determination -- Introduction -- Issues with Very Small Samples -- Issues with Very Large Samples -- Strategy in Sample Selection -- Common Errors in Conducting Research -- Flow Diagrams for Deciding Sample Size -- Summary -- Bibliography -- 2 Understanding Statistical Inference -- Introduction -- Hypothesis Testing -- Procedure in Hypothesis Testing Experiment -- Effect Size -- Summary -- Bibliography -- 3 Understanding Concepts in Estimating Sample Size in Survey Studies |
|
Formatted contents note |
Introduction -- Determining Sample Size in Estimating Population Mean -- Factors Affecting Sample Size -- Sample Size Determination for Estimating Mean When Population SD Is Known -- Sample Size Determination for Estimating Mean When Population SD Is Unknown -- Determining Sample Size in Estimating Population Proportion -- Sample Size Determination for Estimating Proportion -- Determining Sample Size in Estimating Difference Between Two Population Means -- Summary -- Bibliography -- 4 Understanding Concepts in Estimating Sample Size in Hypothesis Testing Experiments -- Introduction |
|
Formatted contents note |
Importance of Sample Size in Experimental Studies -- Sample Size on the Basis of Power -- One-Sample Testing of Mean -- Determining Sample Size -- Estimation of Sample Size in One-Sample Test -- Estimation of Minimum Detectable Difference -- Estimation of Power in One-Sample t-Test -- Testing Difference Between Two Means -- Determining Sample Size in Two-Sample t-Test -- Estimation of Power in Two-Sample t-Test -- Summary -- Bibliography -- 5 Use of G*Power Software -- Introduction -- Procedure of Installing G*Power 3.1 -- Summary -- Bibliography |
|
Formatted contents note |
6 Determining Sample Size in Experimental Studies -- Introduction -- One Sample Tests -- Two Sample Tests -- Testing Significance of Relationship -- Summary -- Bibliography -- 7 Determining Sample Size in General Linear Models -- Introduction -- Linear Multiple Regression Model -- Logistic Regression -- Analysis of Variance -- Summary -- Bibliography -- Appendix |
520 ## - SUMMARY, ETC. |
Summary, etc. |
This book addresses sample size and power in the context of research, offering valuable insights for graduate and doctoral students as well as researchers in any discipline where data is generated to investigate research questions. It explains how to enhance the authenticity of research by estimating the sample size and reporting the power of the tests used. Further, it discusses the issue of sample size determination in survey studies as well as in hypothesis testing experiments so that readers can grasp the concept of statistical errors, minimum detectable difference, effect size, one-tail and two-tail tests and the power of the test. The book also highlights the importance of fixing these boundary conditions in enhancing the authenticity of research findings and improving the chances of research papers being accepted by respected journals. Further, it explores the significance of sample size by showing the power achieved in selected doctoral studies. Procedure has been discussed to fix power in the hypothesis testing experiment. One should usually have power at least 0.8 in the study because having power less than this will have the issue of practical significance of findings. If the power in any study is less than 0.5 then it would be better to test the hypothesis by tossing a coin instead of organizing the experiment. It also discusses determining sample size and power using the freeware G*Power software, based on twenty-one examples using different analyses, like t-test, parametric and non-parametric correlations, multivariate regression, logistic regression, independent and repeated measures ANOVA, mixed design, MANOVA and chi-square. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Sampling (Statistics) |
9 (RLIN) |
60828 |
|
Topical term or geographic name as entry element |
Experimental design. |
9 (RLIN) |
60829 |
|
Topical term or geographic name as entry element |
Social research & statistics. |
Source of heading or term |
bicssc |
9 (RLIN) |
60830 |
|
Topical term or geographic name as entry element |
Probability & statistics. |
Source of heading or term |
bicssc |
9 (RLIN) |
60831 |
|
Topical term or geographic name as entry element |
Study & learning skills: general. |
Source of heading or term |
bicssc |
9 (RLIN) |
60832 |
|
Topical term or geographic name as entry element |
Social Science |
General subdivision |
Sociology |
-- |
General. |
Source of heading or term |
bisacsh |
9 (RLIN) |
60833 |
|
Topical term or geographic name as entry element |
Mathematics |
General subdivision |
Probability & Statistics |
-- |
General. |
Source of heading or term |
bisacsh |
9 (RLIN) |
60834 |
|
Topical term or geographic name as entry element |
Experimental design |
Source of heading or term |
fast |
Authority record control number |
(OCoLC)fst00918404 |
9 (RLIN) |
60835 |
|
Topical term or geographic name as entry element |
Sampling (Statistics) |
Source of heading or term |
fast |
Authority record control number |
(OCoLC)fst01104676 |
9 (RLIN) |
60836 |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Verma, Priyam. |
9 (RLIN) |
60837 |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Relationship information |
Print version: |
Main entry heading |
Verma, J. P. |
Title |
Determining Sample Size and Power in Research Studies : A Manual for Researchers |
Place, publisher, and date of publication |
Singapore : Springer Singapore Pte. Limited,c2020 |
International Standard Book Number |
9789811552038 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Materials specified |
SpringerLink eBooks |
Uniform Resource Identifier |
<a href="https://link.springer.com/10.1007/978-981-15-5204-5">https://link.springer.com/10.1007/978-981-15-5204-5</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
Books |