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About the authors | |
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Preface | |
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Introduction to Research | |
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What is research? | |
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Business research | |
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Definition of business research | |
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Research and the manager | |
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Types of business research: applied and basic | |
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Applied research | |
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Basic or fundamental research | |
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Managers and research | |
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The manager and the consultant-researcher | |
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The manager-researcher relationship | |
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Internal versus external consultants/researchers | |
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Internal consultants/researchers | |
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External consultants/researchers | |
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Knowledge about research and managerial effectiveness | |
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Ethics and business research | |
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Summary | |
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Discussion questions | |
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Scientific Investigation | |
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The hallmarks of scientific research | |
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Purposiveness | |
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Rigor | |
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Testability | |
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Replicability | |
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Precision and confidence | |
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Objectivity | |
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Generalizability | |
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Parsimony | |
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Some obstacles to conducting scientific research in the management area | |
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The hypothetico-deductive method | |
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The seven-step process in the hypothetico-deductive method | |
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Review of the hypothetico-deductive method | |
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Other types of research | |
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Case studies | |
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Action research | |
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Summary | |
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Discussion questions | |
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The Research Process: The Broad Problem Area and Defining the Problem Statement | |
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Broad problem area | |
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Preliminary information gathering | |
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Nature of information to be gathered | |
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Literature review | |
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Conducting the literature review | |
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Defining the problem statement | |
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What makes a good problem statement? | |
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The research proposal | |
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Managerial implications | |
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Ethical issues in the preliminary stages of investigation | |
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Summary | |
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Discussion questions | |
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Practice projects | |
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Appendix | |
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Some online resources useful for business research | |
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Bibliographical databases | |
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APA format for referencing relevant articles | |
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Referencing and quotation in the literature review section | |
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The Research Process: Theoretical Framework and Hypothesis Development | |
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The need for a theoretical framework | |
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Variables | |
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Types of variables | |
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Theoretical framework | |
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The components of the theoretical framework | |
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Theoretical framework for the example of air safety violations | |
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Hypothesis development | |
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Definition of a hypothesis | |
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Statement of hypotheses: formats | |
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Directional and nondirectional hypotheses | |
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Null and alternate hypotheses | |
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Hypothesis testing with qualitative research: negative case analysis | |
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Managerial implications | |
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Summary | |
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Discussion questions | |
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Practice project | |
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The Research Process: Elements of Research Design | |
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The research design | |
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Purpose of the study: exploratory, descriptive, hypothesis testing (analytical and predictive), case study analysis | |
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Exploratory study | |
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Descriptive study | |
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Hypothesis testing | |
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Case study analysis | |
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Review of the purpose of the study | |
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Type of investigation: causal versus correlational | |
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Extent of researcher interference with the study | |
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Study setting: contrived and noncontrived | |
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Unit of analysis: individuals, dyads, groups, organizations, cultures | |
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Time horizon: cross-sectional versus longitudinal studies | |
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Cross-sectional studies | |
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Longitudinal studies | |
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Review of elements of research design | |
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Managerial implications | |
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Summary | |
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Discussion questions | |
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Measurement of Variables: Operational Definition | |
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How variables are measured | |
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Operationalization of variables | |
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Operationalization: dimensions and elements | |
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Operationalizing the (multidimensional) concept of achievement motivation | |
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What operationalization is not | |
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Review of operationalization | |
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International dimensions of operationalization | |
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Summary | |
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Discussion questions | |
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Measurement: Scaling, Reliability, Validity | |
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Scales | |
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Nominal scale | |
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Ordinal scale | |
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Interval scale | |
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Ratio scale | |
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Review of scales | |
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Rating scales | |
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Dichotomous scale | |
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Category scale | |
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Semantic differential scale | |
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Numerical scale | |
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Itemized rating scale | |
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Likert scale | |
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Fixed or constant sum scale | |
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Stapel scale | |
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Graphic rating scale | |
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Consensus scale | |
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Other scales | |
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Ranking scales | |
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Paired comparison | |
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Forced choice | |
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Comparative scale | |
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International dimensions of scaling | |
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Goodness of measures | |
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Item analysis | |
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Validity | |
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Reliability | |
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Reflective versus formative measurement scales | |
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What is a reflective scale? | |
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What is a formative scale and why do the items of a formative scale not necessarily hang together? | |
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Summary | |
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Discussion questions | |
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Appendix | |
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Examples of some measures | |
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Data Collection Methods | |
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Sources of data | |
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Primary sources of data | |
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Secondary sources of data | |
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Data collection methods | |
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Interviewing | |
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Questionnaires | |
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Other methods of data collection | |
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Multimethods of data collection | |
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Review of the advantages and disadvantages of different data collection methods and when to use each | |
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Setting from which data are gathered | |
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International dimensions of surveys | |
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Special issues in instrumentation for cross-cultural research | |
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Issues in data collection | |
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Managerial implications | |
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Ethics in data collection | |
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Ethics and the researcher | |
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Ethical behavior of respondents | |
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Summary | |
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Discussion questions | |
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Experimental Designs | |
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The lab experiment | |
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Control | |
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Manipulation of the independent variable | |
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Controlling the contaminating exogenous or "nuisance" variables | |
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Internal validity of lab experiments | |
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External validity or generalizability of lab experiments | |
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The field experiment | |
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External validity | |
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Trade-off between internal and external validity | |
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Factors affecting the validity of experiments | |
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History effects | |
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Maturation effects | |
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Testing effects | |
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Selection bias effects | |
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Mortality effects | |
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Statistical regression effects | |
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Instrumentation effects | |
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Identifying threats to validity | |
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Internal validity in case studies | |
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Review of factors affecting internal and external validity | |
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Types of experimental design and validity | |
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Quasi-experimental designs | |
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True experimental designs | |
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Simulation | |
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Ethical issues in experimental design research | |
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Managerial implications | |
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Summary | |
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Discussion questions | |
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Appendix | |
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Further experimental designs | |
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Sampling | |
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Population, element, sample, sampling unit, and subject | |
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Population | |
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Element | |
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Sample | |
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Sampling unit | |
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Subject | |
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Parameters | |
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Reasons for sampling | |
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Representativeness of samples | |
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Normality of distributions | |
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The sampling process | |
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Defining the population | |
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Determining the sample frame | |
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Determining the sampling design | |
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Determining the sample size | |
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Executing the sampling process | |
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Probability sampling | |
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Unrestricted or simple random sampling | |
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Restricted or complex probability sampling | |
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Review of probability sampling designs | |
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Nonprobability sampling | |
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Convenience sampling | |
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Purposive sampling | |
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Review of nonprobability sampling designs | |
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Examples of when certain sampling designs would be appropriate | |
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Simple random sampling | |
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Stratified random sampling | |
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Systematic sampling | |
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Cluster sampling | |
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Area sampling | |
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Double sampling | |
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Convenience sampling | |
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Judgment sampling: one type of purposive sampling | |
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Quota sampling: a second type of purposive sampling | |
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Sampling in cross-cultural research | |
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Issues of precision and confidence in determining sample size | |
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Precision | |
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Confidence | |
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Sample data, precision, and confidence in estimation | |
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Trade-off between confidence and precision | |
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Sample data and hypothesis testing | |
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Determining the sample size | |
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Importance of sampling design and sample size | |
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Efficiency in sampling | |
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Sampling as related to qualitative studies | |
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Managerial implications | |
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Summary | |
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Discussion questions | |
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Quantitative Data Analysis | |
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Getting the data ready for analysis | |
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Coding and data entry | |
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Editing data | |
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Data transformation | |
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Getting a feel for the data | |
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Frequencies | |
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Measures of central tendency and dispersion | |
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Relationships between variables | |
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Excelsior Enterprises - descriptive statistics part 1 | |
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Testing goodness of data | |
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Reliability | |
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Validity | |
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Excelsior Enterprises - descriptive statistics part 2 | |
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Summary | |
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Discussion questions | |
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Quantitative Data Analysis Part 2: Hypothesis Testing | |
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Introduction | |
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Type I errors, type II errors, and statistical power | |
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Choosing the appropriate statistical technique | |
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Testing a hypothesis about a single mean | |
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Testing hypotheses about two related means | |
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Testing hypotheses about two unrelated means | |
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Testing hypotheses about several means | |
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Regression analysis | |
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Standardized regression coefficients | |
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Regression with dummy variables | |
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Multicollinearity | |
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Testing moderation using regression analysis: interaction effects | |
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Other multivariate tests and analyses | |
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Discriminant analysis | |
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Logistic regression | |
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Conjoint analysis | |
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Two-way ANOVA | |
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MANOVA | |
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Canonical correlation | |
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Excelsior Enterprises - hypothesis testing | |
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Data warehousing, data mining, and operations research | |
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Some software packages useful for data analysis | |
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Summary | |
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Discussion questions | |
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Qualitative Data Analysis | |
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Introduction | |
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Data reduction | |
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Data display | |
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Drawing conclusions | |
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Reliability and validity in qualitative research | |
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Some other methods of gathering and analyzing qualitative data | |
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Content analysis | |
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Narrative analysis | |
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Summary | |
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Discussion questions | |
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The Research Report | |
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The report | |
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The written report | |
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The purpose of the written report | |
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The audience for the written report | |
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Characteristics of a well-written report | |
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Contents of the research report | |
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Integral parts of the report | |
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Oral presentation | |
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Deciding on the content | |
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Visual aids | |
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The presenter | |
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The presentation | |
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Handling questions | |
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Summary | |
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Discussion questions | |
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Appendix | |
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Report 1: Sample of a report involving a descriptive study | |
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Report 2: Sample of a report where an idea has to be "sold" | |
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Report 3: Sample of a report offering alternative solutions and explaining the pros and cons of each alternative | |
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Report 4: Example of an abridged basic research report | |
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A final note to students | |
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Statistical tables | |
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Glossary of terms | |
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Bibliography | |
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Index | |