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Stats: SOWK 331 Final
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69
Social Work
Undergraduate 3
12/14/2011

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Cards

Term
Name the Scientific Method steps
Definition

1. Identify a problem

2. Form a hypothesis

3. Operationally define key terms

4. Plan & conduct a study

5. Analyze data

6. Write a report

Term
What are the aspects of informed consent?
Definition

a. participants volunteer to serve in a project

b. only after being informed about all aspects

c. know they can withdrawl at any time

Term
Risk/Benefit Ratio
Definition
Should the research that places participants at risk be conducted?
Term
Minimal Risk
Definition
Participants aren't placed in any more risk than what they deal with on a day-to-day basis
Term
IRB
Definition

-Institutional Review Board

: reviews research and makes sure it is ethical

Term
Independent Variable
Definition
: anything systematically varied to assess its effect on something else
Term
Manipulated Independent Variable
Definition

: randomly assigned

 

Term
Selected Independent Variable
Definition
: based on charactaristics
Term
Dependent Variable
Definition
: changes due to the experiment
Term
Confounding Variable
Definition
: varies systematically with IV & clouds results
Term
Quantitative Variable
Definition
: difference in amount (quantity)
Term
Qualitative Variable
Definition
: difference in category (kind)
Term
Correlational relationships: spurious
Definition
:correlation due to separate independent relations with third party variable
Term
Correlational relationship: causal
Definition
: correlation due to changes in X produces changes in Y
Term
Correlational relationship: moderator
Definition
: correlation due to X suppressing/stregthening Z's ability to cause Y
Term
Criteria for determining variable X causes variable Y
Definition

1. X & Y must be correlated

2. Proper "time priority" (changes in X must preceed changes in Y)

Term
Data collection techniques: naturalistic
Definition

: happens out in real world without influence

1. disguised

2. undisguised

Term
Data collection techniques: participant observation
Definition

: become apart of a group without influencing it

1. disguised

2. undisguised

Term
Data collection techniques: archival research
Definition

: inspecting records, fragments, & products of past behavior to glean informationa

1. use- results from use of an item

2. accretion- physicaly evidence of wear

3. products- artifacts of earlier behavior

Term
Measurement
Definition
: assignment of numerical/symbolic values to individuals, objects, or events in accordance with a predetermined set of rules
Term
Charactaristics of good measuring instruments: reliable
Definition
: consistent measurements
Term
Charactaristics of good measuring insturments: valid
Definition
: meausres what it says it measures
Term
Charactaristics of good measuring instruments: sensitive
Definition
: accurately measures
Term
Descriptive Statistics
Definition
: procedures used to organize & present data in a convenient, usable, & communicable form
Term
Inferential Statistics
Definition
: procedures used to arrive at broader generalizations or influences from representative sample data to populations
Term
Frequency Distribution
Definition
: shows the number of times each score occurs
Term
Mean
Definition

: average of a distribution of scores

(Central tendency)

- interval or ratio scale

Term
Median
Definition

: the middle score of the distribution

(Central tendency)

- ordinal, interval, or ratio scale

Term
Mode
Definition

: most frequently occuring score in a distribution

(Central tendency)

- only measure appropriate for nominal data

Term
Variance
Definition

: the average squared deviation of thes cores in a distribution between the scores and their mean

(Variablitiy)

- interval or ratio scales

Term
Standard Deviation
Definition

: average difference between scores and their mean

(Variance)

- interval or ratio scales

Term
Normal Distribution
Definition
: symmetrical, unimodal, bell-shaped frequency distribution
Term
Z-Score
Definition

: standard scores that indicate the location of raw scores in relation to teh mean in SD units

OR

: the number of standard deviation units that raw score in a given distribution falls above (positive) or below (negative) teh mean of that distribution

Term
Sampling Distribution
Definition
: the distribution of a statistic (i.e. mean, median, etc.) based upon all possible random samples of a given size drawn from a population
Term
Research Hypothesis
Definition

: the researcher's belief or hunch about the relationship between teh variables under study.

-usually states that the variables are related in some way

Term

Null Hypothesis

(H0)

Definition

: always states that there is NO relationship between the variables under study

- any pattern in the study suggesting a relationship is due to sampling error

Term

Alternative Hypothesis

(H1)

Definition

: in direct opposition to the null hypothesis; suggests that there is a relationship between variables

- usually in harmony with the research hypothesis

Term
What is the difference between a 1-tailed and 2-tailed test?
Definition

1= directional

2= non-directional

Term
Critical Values
Definition

: values in a sampling distribution that define the critical regions of rejection, and separate the significant from non-significant values

-determined by the significance level chosen by the researcher

Term
Charactaristics of a True Experiment
Definition

1. an IV is manipulated

2. a high degree of control is maintained over the research situation (balanced, constant)

3. proper comparison on the DV is made with a control group

Term
Random Groups Design
Definition

: different participants serve in each of the conditions of the experiemnt and are randomly assigned

- enhances internal validity by balancing charactaristics

- enhances external validity through representative samples of the population

Term
Matched Group Design
Definition

: different participants serve in each of the conditions of the experiment and are randomly assigned after being matched on some relevant variable

- generally for smaller groups

 

Term
Complete Within-Subjects Design
Definition

: all conditions are given to each subject several times with a different order of adminstration

- balances

Term
Incomplete Within-Subjects Design
Definition

: all conditions are given to each subject one time; administration is different for different subjects

- neutralized

Term
Quasi Experiment
Definition

: resemble a True Experiment but lack degree of control; random assignment is not possible

- difficult to draw causual conclusions

Term
Quasi: Natural Groups Design
Definition

: IV systematically varied is an indiviual difference

-measures DV (some behavior) to determine if it differs in some way accross the different levels of the IV

Term
Quasi: Simple Interrupted Time-Series Design
Definition

O1 O2 O3 O4 O5

X

O6 O7 O8 O9 O10

Term
Single Case Research
Definition
: focuses on data collection through the intensive study of a single individual rather than a group of individuals
Term
Single-Case Study Method
Definition

: intensive descriptive & analysis of a single individual

-NOT an experimental resarch procedure (PTL!)

Term
Advantages of the Case Study Method
Definition

1. may generate testable hypothesises

2. provides an opportunity for clinical innovation

3. proved a method for studying rare phenomena

4. may provide a challenge to theoretical assumptions

5. may provide support for a psychological theory

6. can complement research carried out with groups

Term
Disadvantages of the Case Study Method
Definition

1. difficulty in drawing cause-effect conclusions about relationships due to lack of control

2. observeer bias in interpretation

3. bias in collection of data

4. difficulty in generalizing results to whole population

Term
Single-Case Experiment
Definition

: focuses on an examination of behavior change in one individual

- IV is manipulated; DV measured under carefully controlled conditions THEREFORE cause-effect relationships can be established

Term
Types of Single-Case Experimental Designs: ABAB Reversal Design
Definition

: baseline phase (A) is followed by a treatment phase (B), and then the treatment is withdrawn, returning to the baseline condition (A), and then the treatment is re-introduced

-(graph) looks like zig-zags

Term
Types of Single-Case Experimental Design: Multiple Baseline Design
Definition

: evaluates the effectiveness of a treatment for two or more target behaviors or in two or more settings

- (graph) subjects= lines decreasing & crossed

- (graph) situation= lines decreasing

- (graph) behaviors= lines increasing

Term
Analysis of Single-Case Experiments
Definition

a. visual inspection of a graph (magnitude, changes in trend)

b. clinical significance (social comparison, subjective evaluation)

Term
Measurement techniques for Single-Case Experiment Design
Definition

a. frequency (event/interval recording)

b. duration: legth of time from beginning of behavioral response until it ends

c. intensity: how much time passes before the behavior occurs

d. latency: length of time that elapses between instructions & the occurance of behavior

Term
Problems with Single-Case Experimental Designs
Definition

a. carry-over effects

b. unstable baselines

c. limited external validity (generalizability)

d. inability to assess interactions between variables

Term
Correlation
Definition

: the extent to which 2 variables are related to each other, such that changes in the value of variable X are accompanied by systemic changes in the value of variable Y

- measured using correlation coefficient

Term
Magnitude
Definition

: strength of a correlation between 2 variables

- determined by how consistently the values of variable Y change with changes in the values of variable X

Term
Low (weak) correlations
Definition
absolute values between .01 & .29
Term
Moderate correlation
Definition
absolute values between .30 & .69
Term
High (strong) correlation
Definition
absolute values of .70 or above
Term
Direction of correlation: pos/neg
Definition

pos: X & Y change consistently in the same direction

neg: X & Y change consistently in the opposite direction

Term
Choosing level of measurement for correlational coefficients: Pearson-Product Moment
Definition
: if both X & Y are measured on an interval or ratio scale
Term
Choosing level of measurement for correlational coefficients: Spearman Rank-Order
Definition
: if both X & Y are measured on an ordinal scale, or one of these variables is measured on an ordinal and the other on an interval
Term
Levels of measurement for correlational coefficients: Phi Coefficient
Definition
: if both X & Y are measured on an nominal scale
Term
Levels of measurement for correlational coefficients: Chi Square statistic
Definition
: the relationship between variables that are both measured on a nominal scale
Term
Relationshp between Z-Distribution & correlational coefficient: with X & Y
Definition

1. if z-scores on variables X & Y are identical and the same sign= positive 1.0

2. if scores on variables X & Y are identical but the opposite sign= negative 1.0

Term
Coefficient of Determination
Definition
: proportion of variation in variable Y that can be explained by variation in variable X
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