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Brief Assessment Instruments

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ROC Curves. the area under the ROC (AUR) curves for the BDI II was .78 (95% CI, .68 to .86) ... Women Mean=23.61 (SD=12.1) 49. Sleeping and eating. Changes in ... – PowerPoint PPT presentation

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Title: Brief Assessment Instruments


1
Brief Assessment Instruments
  • William P. Wattles, Ph.D.
  • Francis Marion University

2
Brief therapy and assessment
  • Managed Care emphasizes
  • Cost containment
  • Documented treatment efficacy

3
Assessment
  • A full test battery is not longer an option for
    most practitioners.
  • Psychologists biggest challenge is demonstrating
    the financial efficacy of their services.

4
3 Brief Instruments
  • Treatment planning
  • Outcome assessment
  • Monitoring

5
Brief Instruments
  • Brief Symptom Inventory (BSI)
  • Beck Depression Inventory (BDI)
  • State Trait Anxiety Inventory (STAI)

6
Brief Instruments
  • Good reliability
  • Adequate validity
  • Good relevancy

7
Beck Depression Inventory
  • William P. Wattles, Ph.D.
  • Francis Marion University

8
  • Measures self-reported depression
  • Response bias may lead some to exaggerate or
    minimize (or deny) symptoms.
  • Diagnosis of depression requires examination by a
    clinician.

9
Beck Depression Inventory -II
  • 21-item self-report instrument
  • Measures severity of depression in adults and
    adolescents 13 and older
  • Corresponds to criteria in DSM-IV

10
History
  • Created in 1961
  • Revised in 1996 after 35 years
  • Based on descriptive statements reported by
    psychiatric patients who were depressed but not
    by other psychiatric patients
  • Resulted in 21 items
  • Original version read by trained observer

11
21 Items
  • Mood
  • Pessimism
  • Sense of Failure
  • Self-dissatisfaction
  • Guilt
  • Punishment
  • Self-Dislike
  • Self-Accusations
  • Suicidal Ideas
  • Crying
  • Irritability
  • Social Withdrawal
  • Indecisiveness
  • Body Image change
  • Work Difficulty
  • Insomnia

12
21 Items (cont)
  • Fatigability
  • Loss of Appetite
  • Weight Loss
  • Somatic Preoccupation
  • Loss of Libido

13
Revision
  • Items dropped
  • Body Image change
  • Work difficulty
  • Weight loss
  • Somatic preoccupation
  • Items added
  • Agitation
  • Worthlessness
  • Loss of energy
  • Concentration difficulty

14
Items changed
  • Old item
  • insomnia
  • loss of appetite
  • Loss of libido
  • Fatigability
  • New Item
  • changes in sleeping pattern
  • changes in appetite
  • loss of interest in sex
  • tiredness or fatigue

15
Critical items
  • The clinician should pay special attention to
    the responses to item 2 (pessimism) and Item 9
    (suicidal thoughts or wishes) as indicators of
    possible suicide risk

16
Administration
  • Time 5-10 minutes to complete
  • Answers should be for the past two weeks
  • extended from one week for DSM-IV
  • Check to be sure that all items have been
    completed

17
Scoring
  • Each item is rated 0 - 3
  • If more than one is selected choose the higher
    figure
  • Scores can range from 0 to 63

18
Interpreting Scores
  • Choice of cut scores depends on purpose for using
    the test.

19
  • Sensitivity-the probability of correctly
    classifying a respondent as depressed.
  • Specificity-the probability of correctly
    classifying a respondent as not depressed

20
Simple thinking
Not depressed
depressed
frequency
Number of symptoms
21
Simple thinking
Not depressed
depressed
frequency
Number of symptoms
22
Reality
frequency
Number of symptoms
23
Not depressed
depressed
frequency
Criterion
Number of symptoms
24
Correct reject
False alarm
frequency
Number of symptoms
25
Miss
Hit
frequency
Criterion
Number of symptoms
26
Hits 97.5 84 50
False Alarms 84 50 16
frequency
Number of symptoms
27
Not depressed
depressed
frequency
Criterion
Number of symptoms
28
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29
ROC Curves
  • Receiver-operating characteristic curves capture
    in a single graph the various alternatives as you
    move the criterion to higher or lower levels.
  • False alarm rate on the X (horizontal) axis
  • Hit rate on the Y (vertical) axis

30
ROC Curves
31
ROC Curves
  • the area under the ROC (AUR) curves for the
    BDIII was .78 (95 CI, .68 to .86)
  • The AUR is an overall index of the accuracy of
    discrimination provided by a scale, and an AUR of
    .50 represents chance discrimination..
  • A BDIII total cutoff score of 24 and above had
    the highest clinical efficiency (72) with a
    sensitivity rate of 74 and a specificity rate of
    70

32
Hits
ROC Curves
False Alarms
33
Cut score threshold
  • If purpose is to detect the maximum number of
    persons with depression the cut score threshold
    should be lowered.
  • For research where it is important to obtain a
    pure group, cut score should be raised to
    minimize false positives.

34
Cut off scores
35
Sample Results
36
Psychometric characteristics
  • Outpatient samples from four outpatient clinics
  • 277( 55) Cherry Hill, New Jersey
  • 50 (10) Bala Cynwyd, Pennsylvania
  • 127 (25) Philadelphia, Pennsylvania
  • 46 (9) Louisville, Kentucky

37
Sample characteristics
  • Gender
  • Women 63
  • Men 37
  • Race
  • White 91
  • Black 4
  • Asian America 4
  • Hispanic 1
  • Disorder
  • mood dis. 53
  • anxiety dis 18
  • adjustment dis 16
  • other dis 14

38
Depression Ratings
  • All patients were diagnosed by experienced
    psychologists or psychiatrists according to DSM
    criteria
  • Patient participation was voluntary with informed
    consent.

39
Student Sample
  • 120 intro psych students
  • women 67
  • men 44
  • Predominately white
  • mean age 19.6 (SD1.84)

40
Reliability
  • Internal Consistency
  • Coefficient Alpha
  • outpatients .92
  • students .93
  • All items correlated significantly with the total
    score.
  • outpatients ranging from .39 (Loss of interest
    in sex) to .70 (loss of pleasure)
  • students ranging from .27 (Loss of interest in
    sex) to .74 (self-dislike) .

41
Reliability
  • Test-retest stability
  • 26 Philadelphia outpatients administered BDI-II a
    week apart.
  • Test-retest r .93

42
Validity
  • Content validity-the construction process
    consisted of 21 areas that differentiated
    depressed from non-depressed patients.
  • Content validity- BDI-II reworded and added to
    assess DSM-IV criteria for depression.

43
Validity
  • Construct validity
  • Correlation with original BDI r.93
  • Mean score 2.96 points greater than original BDI

44
Validity
  • Convergent validity
  • correlates with Beck Hopelessness Scale
  • r.68
  • correlates with Scale of suicide ideation
  • r.37
  • Hamilton Psychiatric Rating scale for depression
  • r.71
  • Discriminate Validity-not measured

45
Validity
  • The Beck Depression Inventory-II and the Reynolds
    Adolescent Depression Scale (RADS Reynolds,
    1987) were administered to 56 female and 44 male
    psychiatric inpatients whose ages ranged from 12
    to 17 years old.
  • The Cronbach coefficient alpha(s) for the BDI-II
    and RADS were, respectively, .92 and .91 and
    indicated comparably high levels of internal
    consistency.
  • The correlation between the BDI-II and RADS total
    scores was .84,p lt.001.

46
Item-option characteristic curves
  • Each item demonstrates increasing monotonic
    relationship with self-reported depression
  • Items 6, 9, 11, 21 show variation in rank of
    items selected
  • patients with sever depression unlikely to
    acknowledge suicidal intent

47
Factorial Validity
  • Identified two factors
  • Somatic Affective
  • loss of pleasure, crying, agitation, loss of
    interest, indecisiveness, loss of energy, changes
    in sleep, irritability, changes in appetite,
    concentration difficulty, tiredness.
  • Cognitive
  • sadness, pessimism, past failure, guilty
    feelings, punishment, self-dislike,
    self-criticalness, suicidal thoughts,
    worthlessness

48
Race and Gender
  • No differences found between white and non-white
    scores
  • Women scored higher than men
  • Men Mean 20.44 (SD13.28)
  • Women Mean23.61 (SD12.1)

49
Sleeping and eating
  • Changes in sleeping pattern
  • 30 sleeping more
  • 50 sleeping less
  • Changes in eating
  • 39 decreased appetite
  • 20 increased appetite

50
BDI as outcome measure
51
State Trait Anxiety InventorySTAI
  • William P. Wattles, Ph.D.
  • Francis Marion University

52
State-Trait Anxiety Inventory for Adults
  • The STAI is the definitive instrument for
    measuring anxiety in adults. It clearly
    differentiates between the temporary condition of
    state anxiety and the more general and
    long-standing quality of trait anxiety.

53
STAI
  • http//www.mindgarden.com/Assessments/Info/staiinf
    o.htm
  • The STAI has forty questions with a range of four
    possible responses to each.

54
STAI
  • Determines anxiety in a specific situation and as
    a general trait
  • Two twenty-item scales
  • For individual or group administration
  • Provides norms for clinical patients, high school
    and college students, and working adults
  • Efficiently scored
  • Can be completed in about ten minutes
  • Sixth grade reading level

55
The S-Anxiety scale
  • The S-Anxiety scale consists of twenty statements
    that evaluate how respondents feel "right now, at
    this moment."
  • 1 Not At All  2 Somewhat  3 Moderately
    So  4 Very Much So
  • A. I feel at ease 1 2 3 4
  • B. I feel upset 1 2 3 4

56
The T-Anxiety scale
  • The T-Anxiety scale consists of twenty statements
    that assess how respondents feel "generally."
  • 1 Almost Never  2 Sometimes  3 Often  4
    Almost Always
  • A. I am a steady person 1 2 3 4
  • B. I lack self-confidence 1 2 3 4

57
STAI State Anxiety
  • Evaluates how respondents felt at a particular
    time in the recent past and how they anticipate
    they will feel either in a specific situation
    that is likely to be encountered in the future or
    in a variety of hypothetical situations.
  • Is found to be a sensitive indicator of changes
    in transitory anxiety experienced by clients and
    patients in counseling, psychotherapy, and
    behavior-modification programs.

58
STAI State Anxiety
  • Assesses the level induced by stressful
    experimental procedures and by unavoidable
    real-life stressors such as imminent surgery,
    dental treatment, job interviews, or important
    school tests.
  • For screening high school and college students
    and military recruits for anxiety problems, and
    for evaluating the immediate and long-term
    outcome of psychotherapy, counseling, behavior
    modification, and drug-treatment programs.

59
STAI State Anxiety
  • Proven useful for identifying persons with high
    levels of neurotic anxiety and for selecting
    subjects for psychological experiments who differ
    in motivation or drive level.

60
STAI
  • STAI-Y is a 40-item Likert scale
  • Measuring State anxiety items 1-20
  • And Trait anxiety items 21-40

61
Scoring
  • Each item weighted 1-4 with approximately half
    the items reverse scored.
  • State and Trait scores can range from a
  • Minimum of 20
  • Maximum of 80

62
STAI Reading level
  • 4th or 5th grade reading level

63
Interitem consistency
  • Coefficient Alpha
  • State .92
  • Trait .90

64
Test-retest Reliability
  • Test-retest reliability
  • State .62
  • Trait .84

65
Cut-off scores
  • Not provided
  • Trade off between
  • Specificity-correctly identified anxiety-
    disordered clients
  • Sensitivity-correctly identified
    non-anxiety-disordered clients

66
Norms
67
Clinical Norms
68
Cut-off scores
  • The recommended cutoff for the STAI is 2 SD
    greater than the mean raw score adjusted for age
    and gender. Grontkovsky et al. 2004

69
Cut-off scores
70
Cut-off scores
  • A cut-off of 39-40 is normally used for
    clinically significant symptoms of a state of
    anxiety.
  • In pre-operative patients the cut-off was set at
    44/45

71
Cut-off scores
  • Geriatric in-patients. Cut-off 54/55 optimal
  • 7 false positives, 2 false negatives

72
Cut-off
  • I don't think any cutoffs exist. It seems that
    the measure is only scored continuously, which
    would make sense since scores vary widely
    according to normative group, and the measure
    doesn't assess a diagnosable disorder.

73
  • Cutoffs for an anxiety scale can be of two kinds.
    The first is just to take the top and bottom
    thirds to form contrasting groups to be
    participants in an experimental study. The second
    is the question of whether they are high or low
    anxiety. I divide the responses by the number of
    items (unless already done so in the scoring) to
    put them back on the original scale, and then
    those whose scores are above the midpoint are
    anxious and those below the midpoint are not
    anxious.
  • Rich Gorsuch

74
Symptom Check List
  • William P. Wattles, Ph.D.
  • Francis Marion University

75
Symptom Check List
  • The Symptom Check List (SCL-90-R)
  • 6th grade reading level
  • List of symptoms versus personality measure
  • 90 symptoms
  • 12-15 minutes
  • Over 1,000 studies published

76
Symptom Check List
  • Descriptive rather than interpretive data make
    for a straightforward interpretation.
  • T score great than 63 suggest clinically
    significant levels of psychological distress.

77
Global Indexes
  • Global Severity Index
  • Combined rating considers intensity and number of
    symptoms
  • Positive Symptom Distress Index
  • A measure of intensity. An average rating for all
    symptoms
  • Positive Symptom Total
  • A measure of the number or breadth of symptoms.

78
SCL-90-R Symptom Dimensions
  • Somatization- Distress is primarily experienced
    through physical problems. Somatization is an
    ineffectual coping mechanism.
  • Obsessive-Compulsive- Focuses on irresistible,
    repetive, unwanted impulses thoughts and actions.

79
SCL-90-R Symptom Dimensions
  • Interpersonal Sensitivity- Low self-esteem,
    negative expectations in social setttings.
  • Depression- include full range of depressive
    symptoms.
  • Anxiety- Focuses on apprehension, nervousness,
    and dread. Includes physical components such as
    rapid heart rate and tension.

80
SCL-90-R Symptom Dimensions
  • Phobic Anxiety-Excessive or irrational fear of
    person, place or thing.
  • Paranoid Ideation-Hostility projection,
    grandiosity, suspiciousness, need for control.
    Delusions may be present
  • Psychoticism-Person may be withdrawn, isolated
    and experiencing hallucinations.

81
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83
  • The SCL-90-R test is normed on 4 groups
  • Adult psychiatric outpatients
  • Adult nonpatients
  • Adult psychiatric inpatients
  • Adolescent nonpatients

84
(Brief Symptom Inventory)
  • Shorter version of SCL-90-R

85
The End
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