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80 Cards in this Set

  • Front
  • Back

Population

Entire set of entities

Sample

Subset of population

Sampling frame

Listing of all the elements in a population

Probability sampling

Every unit has the same chance of being chosen


Representative

Non-probability

People are chosen by accident or due to convenience

Simple random sample

Randomly selected

Systematic random sampling

Every nth person

Validity

Accuracy

Volunteer sampling

Convenience

Quota

Recruits from subgroups

Front (Term)


Experts

Most knowledgeable

Snowball

Chain of suggestions from volunteers

Sampling error

Doesn't reflect on the population

Sampling error

Doesn't reflect on the population

Coverage errors

Non- representative of the populations

Non-response error

Didn't answer all the questions

5 qualities of a classic experimental design

Random selection


Experimental group


random assignment


Pre test


Post test

Causality

A cause

Correlation

The cause

Internal validity

Info is valid for that group

External validity

Info is valid for others

Sampling generalization

Want to generalize from sample to the population from which the sample came

Case study

Concentrated descriptive study of a specific unit of analysis in order to explain who things are happening

Case study

Concentrated descriptive study of a specific unit of analysis in order to explain who things are happening

Critical theory

Incorporates a subjective and interpretative view of social reality through meanings and interpretations provided by individuals

Case study

Concentrated descriptive study of a specific unit of analysis in order to explain who things are happening

Critical theory

Incorporates a subjective and interpretative view of social reality through meanings and interpretations provided by individuals

Ethnographic study

In depth study of a group or culture

Grounded theory

An approach designed to construct theory from qualitative data

Narrative

Asking individuals to provide stories

Phenomenology

Both a way of doing research and a way of questioning and conceptualizing thought

Logic of measurement

Identifying a concept


Select a variable that is related to the chosen concept


Choose an instrument to measure


Determine the unit of measurement

Validity

Accuracy

Validity

Accuracy

Reliability

Consistency over time

Criterion validity types

Concurrent validity


Predictive validity


Convergent validity


Discriminat vaidity

Concurrent validity

Groups of people score differently on the construct in expected ways

Predictive validity

For tells a future outcome or event

Predictive validity

For tells a future outcome or event

Convergent validity

New measure is correlated to a previously validated instrument that was designed to measure the same variable

Predictive validity

For tells a future outcome or event

Convergent validity

New measure is correlated to a previously validated instrument that was designed to measure the same variable

Discrimination validity

New measure does not correlate with a previously validated instrument designed to measure a different variable

Triangulation

Multiple measurement tools can be used to determine if findings are supported or contradicted. Both quantitative and qualitative data collection

Types of close ended questions

Dichotomous


Likert scale


Semantic differential


Forced ranking


Adjective checklist


Multiple choice


Smiley face continuum

Dichotomous

Yes or no


True or fase

Dichotomous

Yes or no


True or fase

Likert scale

Strongly agree to strongly disagree

Dichotomous

Yes or no


True or fase

Likert scale

Strongly agree to strongly disagree

Semantic differential

Scale set up between bipolar words

Dichotomous

Yes or no


True or fase

Likert scale

Strongly agree to strongly disagree

Semantic differential

Scale set up between bipolar words

Forced ranking

Rank each option

Adjective checklist

Rate or judge something

Multiple choice

When question offers two or more choices

Multiple choice

When question offers two or more choices

Smiley face continuum

Provides an array of faces ranging from happy to sad

6 ethical principles

Nonmalefinence


Beneficence


Respect


Honesty


Justice


Competences

6 ethical principles

Nonmalefinence


Beneficence


Respect


Honesty


Justice


Competences

Nonmaleficence

Do no harm doctrine

Beneficence

Promoting welfare to individuals

Beneficence

Promoting welfare to individuals

Respect

Recognizes right of individuals to decide about whether and to what extent they participate

Beneficence

Promoting welfare to individuals

Respect

Recognizes right of individuals to decide about whether and to what extent they participate

Honesty

Trustworthiness

Beneficence

Promoting welfare to individuals

Respect

Recognizes right of individuals to decide about whether and to what extent they participate

Honesty

Trustworthiness

Justice

Addressing the issues of fairness in receiving the benefits of research as well as bearing the burdens of accepting risks

Competence

Individual is qualifies by training and experience to conduct the research

Common approval entities for research proposals

Study site


Thesis/dissertation committees


Institutional review board


Funding sponsors

IRB

To determine if the researcher is treating study participants ethically

IRB criteria

Risks to participants


Benefits are greater than risks


Vulnerable populations are carefully selected and dealt with


Right to informed concent

Expedited review

Occurs when proposed study does not present more than minimal risk to human subjects and doesn't involve vulnerable population

Non expedited review

Vulnerable subjects or controversial interventions or data collection techniques are proposed


Full IRB meeting

Quantitative approaches

Experimental designs


Quasi-experimental


Pre-experimental


Single subject


Non-experimental

Qualitative theoretical approach

Case study


Critical theory


Ethnography


Grounded theory


Narrative


Phenomenology