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Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety Bridgette Martin Hard Stanford University

Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

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Page 1: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Bridging Theory and Practice in the Classroom:

A Reappraisal Intervention for Test Anxiety

Bridgette Martin HardStanford University

Page 2: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 3: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

PEDAGOGYPSYCHOLOGY

NeuroscienceCognitive

Developmental Affective Science

Clinical

Social

Content

Assessment

Presentation

Engagement

Technology

Page 4: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Strengthen teaching practices

Sharpen knowledge and theory

PEDAGOGYPSYCHOLOGY

Page 5: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

PEDAGOGYPSYCHOLOGY

AssessmentAffective Science

Page 6: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Assessment

Affective Science

For students, tests:• Determine grade• Gateways to other

opportunities (e.g., jobs, education)

People often respond to situations like these with feelings of anxiety.

Page 7: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Anxiety: A heightened state of physiological arousal accompanied by future-oriented feelings of distress.

Page 8: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 9: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 10: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

0%

10%

20%

30%

40%

50%

60%

Calm down Ignore your anxiety

Tell yourself your anxiety could help

you

Distract yourself

Get excited

% Endorsed as “Most Likely” for an instructor to suggest

Mohler, Hard, Lam, & Brady (in prep)

Current college students at public

universityN = 389

Page 11: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 12: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Important test Anxiety

Bandura (1997); Beilock (2011; 2008); Cassady & Johnson (2002); Wine (1980)

Worry

Performance?

Page 13: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Important test Anxiety

Bandura (1997); Beilock (2011; 2008); Cassady & Johnson (2002); Wine (1980)

Worry

Performance+

-?

Page 14: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Important test Anxiety Performance+

Bandura (1997); Beilock (2011; 2008); Cassady & Johnson (2002); Wine (1980)

Worry

-?

Page 15: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

-Worry

Important test Anxiety Performance+

Bandura (1997); Beilock (2011; 2008); Cassady & Johnson (2002); Wine (1980)

?

Page 16: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Worry

Important test Anxiety Performance

COGNITIVE REAPPRAISAL

Change the meaning

+

Gross (2002; 2014)

-?

Page 17: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Can reappraisal help?

Jamieson, Mendes, Blackstock, & Shmader (2010)

“…recent research suggests that arousal doesn’t hurt performance on these tests and can even help performance... If you find yourself feeling anxious, simply remind yourself that your arousal could be helping you do well”

• Students planning to take the GRE.

• Half randomly assigned to receive reappraisal message:

Page 18: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

500

550

600

650

700

750

800

GRE$Math$) Practice GRE$Math$) Actual

GRE

Sco

reControl Reappraisal

Practice GRE MathN = 60

Actual GRE MathN = 28

Error Bars: +/- 1 SEM Jamieson, Mendes, Blackstock, & Shmader (2010)

Page 19: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

500

550

600

650

700

750

800

GRE$Math$) Practice GRE$Math$) Actual

GRE

Sco

reControl Reappraisal

Practice GRE MathN = 60

Actual GRE MathN = 28

Error Bars: +/- 1 SEM Jamieson, Mendes, Blackstock, & Shmader (2010)

Page 20: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 21: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Motivating questions

• Moderation?

First-year students

Page 22: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

When you think about taking the exam this Thursday, to what extent do you:

3

3.5

4

4.5

5

feel anxious? feel worried?

Ratin

g (7

-Poi

nt S

cale

)

First-year (N = 130) Upper-year (N = 115)

*d = .45

*d = .37

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

Page 23: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Motivating questions

• Moderation?

• Durability?

Page 24: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Method• 431 introductory psychology students,

fall and winter quarter– 55% first-year, 58% female, 64% White

Brady, Hard, & Gross (invited revision)

Page 25: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Method• 431 introductory psychology students,

fall and winter quarter– 55% first-year, 58% female, 64% White

• Random assignment to receive reappraisal message in email from instructor the night before first exam.

Brady, Hard, & Gross (invited revision)

Page 26: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Standard condition

Brady, Hard, & Gross (under review, R&R)

Page 27: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Brady, Hard, & Gross (invited revision)

Reappraisal condition

Page 28: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Brady, Hard, & Gross (invited revision)

Reappraisal conditionPeople think that feeling anxious while taking a test will make them do poorly on the test. However, recent research suggests that arousal doesn’t generally hurt performance on tests and can even help performance. People who feel anxious during a test might actually do better. This means that you shouldn’t feel concerned if you do feel anxious while studying for or taking tomorrow’s exam. If you find yourself feeling anxious, simply remind yourself that your arousal could be helping you do well.

Page 29: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Method• 431 introductory psychology students, fall

and winter quarter– 55% first-year, 58% female, 64% identified as

White• Random assignment to receive

reappraisal message in email from instructor the night before first exam

• DVs: – Anxiety– Worry– Exam performance

Brady, Hard, & Gross (invited revision)

Page 30: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Hypotheses

1. Moderation: – First-years, but perhaps not upper-years,

will benefit: showing reduced worry and enhanced performance on first exam.

2. Durability:– Benefits of reappraisal may extend

beyond first exam to overall course performance.

Brady, Hard, & Gross (invited revision)

Page 31: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

First-year students: Emotional experience

2

2.5

3

3.5

4

4.5

5

Anxiety Worry

Ratin

g (7

-poi

nt s

cale

)

Standard Reappraisal

*d = .32

n.s.d = .11

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

Page 32: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

2

2.5

3

3.5

4

4.5

5

Anxiety Worry

Ratin

g (7

-poi

nt s

cale

)

Standard Reappraisal

*d = .32

n.s.d = .11

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

First-year students: Emotional experience

Page 33: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

First-year students: Performance

85

86

87

88

89

90

91

Exam 1 Final Grade

Scor

e (o

ur o

f 100

)

Standard Reappraisal

*d = .32

*d = .29

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

Page 34: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

First-year students: Performance

85

86

87

88

89

90

91

Exam 1 Final Grade

Scor

e (o

ur o

f 100

)

Standard Reappraisal

*d = .32

*d = .29

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

Page 35: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Upper-year students: Emotional experience

2

2.5

3

3.5

4

4.5

5

Anxiety Worry

Ratin

g (7

-poi

nt s

cale

)

Standard Reappraisal

*d = .30

n.s.d = .13

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

Page 36: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Upper-year students: Emotional experience

2

2.5

3

3.5

4

4.5

5

Anxiety Worry

Ratin

g (7

-poi

nt s

cale

)

Standard Reappraisal

*d = .30

n.s.d = .13

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

Page 37: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

85.5

86

86.5

87

87.5

88

88.5

89

89.5

Exam 1 Final Grade

Scor

e (o

ur o

f 100

)

Standard Reappraisal

n.s.d = .07

n.s.d = .06

Upper-year students: Performance

Brady, Hard, & Gross (invited revision)Error Bars: +/- 1 SEM

Page 38: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 39: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Ongoing research

• Replicating at other institutions, exploring other potential moderators, boundary conditions.

• Exploring longitudinal effects from original sample, now several years later.

Page 40: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Strengthen teaching practices

Sharpen knowledge and theory

PEDAGOGYPSYCHOLOGY

Page 41: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

• Shannon Brady• James Gross• Cayce Hook• Amy Lam• Angela Lee• Marleyna Mohler• Jeanne Tsai• Greg Walton• Elizabeth Wong• Yun Lucy Zhang

Research Collaborators:

Page 42: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Teaching Demonstration:Correlation for Introductory Psych

Bridgette Martin HardStanford University

Page 43: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 44: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 45: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 46: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Is it a good idea to multitask on a laptop during class?

Page 47: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 48: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Correlational method

1. What is it?

2. Correlation in action: multitasking

3. Interpreting correlational data

4. The limits of correlation

Page 49: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Correlational method

1. What is it?

2. Correlation in action: multitasking

3. Interpreting correlational data

4. The limits of correlation

Page 50: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

What is the correlational method?

• Scientific approach that examines how variables are related to each other.

Page 51: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

?

• Correlation: The tendency of two variables to change together.

What is the correlational method?

Page 52: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

What is the correlational method?

Page 53: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Positive correlation

What is the correlational method?

Page 54: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Height (cm)

Wei

ght (

kg)

scatterplot

Heinz, Peterson, Johnson, & Kerk (2003)

140

150

160

170

180

190

200

30 50 70 90 110 130

Page 55: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

What is the correlational method?

?

Page 56: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Negative correlation

What is the correlational method?

Page 57: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Mean Outdoor Temp (ºF)

Ga

s Use

/Da

y (T

herm

s)

scatterplot

Carver (1998)

0

2

4

6

8

10

12

14

0 20 40 60 80 100

Page 58: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

How many real-world examples can you think of in 30 s?

Positivecorrelation

Negative correlation

Left side Right side

Page 59: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical
Page 60: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Correlational method

1. What is it?

2. Correlation in action: multitasking

3. Interpreting correlational findings

4. The limits of correlation

Page 61: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Is it a good idea to multitask on a laptop during class?

Page 62: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Is it a good idea to multitask on a laptop during class?

• How is multitasking on laptops related to performance in the class?

?

Page 63: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Is it a good idea to multitask on a laptop during class?

• How is nonacademic multitasking on laptops related to performance in the class?

?

Page 64: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Positive or Negative?

?

• How is nonacademic multitasking on laptops related to performance in the class?

What is your hypothesis?

Page 65: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Negative

• How is nonacademic multitasking on laptops related to performance in the class?

Page 66: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

• We first need to define, or operationalizeour variables.

• Operationalize/operational definition:– Translate the variable we want to assess into a

specific procedure or measurement.

How could you operationalize:“nonacademic multitasking”?

Page 67: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

• We first need to define, or operationalizeour variables.

• Operationalize/operational definition:– Translate the variable we want to assess into a

specific procedure or measurement.

How could you operationalize:“performance in the class”?

Page 68: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

• Nonacademic multitasking: Proxy server logs http requests – Sum & categorize http requests

to estimate “nonacademic” minutes online (e.g., Twitter, Gmail).

• Performance: Cumulative final exam score

Ravissa, Uitvlugt, & Fenn (2016)

Page 69: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

Cumulative final exam score

scatterplot

Page 70: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

Cumulative final exam score

Ravissa, Uitvlugt, & Fenn (2016)

N = 84

scatterplot

Page 71: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Correlational method

1. What is it?

2. Correlation in action: multitasking

3. Interpreting correlational data

4. The limits of correlation

Page 72: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Interpreting correlational data

• What is the direction and strength of the relationship?

Page 73: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Cumulative final exam score

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

Ravissa, Uitvlugt, & Fenn (2016)

What is the direction and strength of this relationship?

Page 74: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Correlation coefficient (r): A measure of the strength and direction of the linear relationship between two variables.

0.0-1.0 1.0Zero (null)correlation

Negativecorrelation

Positivecorrelation

strong strongweakweak

Page 75: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Positive

02468

10121416

0 5 10 15

r = 1.00Negative

0

10

20

30

40

50

0 5 10 15

r = -1.00

Correlation coefficient (r): A measure of the strength and direction of the linear relationship between two variables.

Variable X Variable X

Var

iabl

e Y

Var

iabl

e Y

Page 76: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

PositiveNegativer = .80

0

15

30

45

60

75

90

2 4 6 8 10 12 14 16 18 200

r = .54

2 4 6 8 10 12 14 16 18 2000

15

30

45

60

75

90

r = -.33

2 4 6 8 10 12 14 16 18 2000

15

30

45

60

75

90

r = -.85

2 4 6 8 10 12 14 16 18 2000

15

30

45

60

75

90

Null

2 4 6 8 10 12 14 16 18 200

r = 0

0

15

30

45

60

75

90

Page 77: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Cumulative final exam score

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

Ravissa, Uitvlugt, & Fenn (2016)

What is the direction and strength of this relationship?

Page 78: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Cumulative final exam score

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

r = - .25

Ravissa, Uitvlugt, & Fenn (2016)

What is the direction and strength of this relationship?

Page 79: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Correlations with final exam score:

Interest in the class

r = - .25

r = .33

r = .26

Ravissa, Uitvlugt, & Fenn (2016)

Academic multitasking

r = .36

r = ?

Page 80: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Correlations with final exam score:

Interest in the class

r = - .25

Ravissa, Uitvlugt, & Fenn (2016)

Academic multitasking

r = .36

r = .09r = .33

r = .26

Page 81: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Interpreting correlational data

• What is the direction and strength of the relationship?

• Does the relationship found in this sample reflect the larger population?

Page 82: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Cumulative final exam score

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

r = - .25

Ravissa, Uitvlugt, & Fenn (2016)

Does the relationship found in this sample reflect the larger population?

N = 84

Page 83: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Variable Y

140

160

180

200

220

240

260

15 35 55 75 95Variable X

Ravissa, Uitvlugt, & Fenn (2016)

Imagine a population of 500 people, measured on variables X and Y:

r = 0

Page 84: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Variable Y

140

160

180

200

220

240

260

15 35 55 75 95Variable X

Ravissa, Uitvlugt, & Fenn (2016)

Say I randomly sample 10 people:

r = 0

Page 85: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

140

160

180

200

220

240

260

15 35 55 75 95Variable X

Variable Y

Ravissa, Uitvlugt, & Fenn (2016)

And I get this:

Page 86: Bridging Theory and Practice in the Classroom...Bridging Theory and Practice in the Classroom: A Reappraisal Intervention for Test Anxiety ... Developmental Affective Science Clinical

Variable Y

140

160

180

200

220

240

260

15 35 55 75 95Variable X

Ravissa, Uitvlugt, & Fenn (2016)

r = -.34

With this correlation:

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Variable Y

140

160

180

200

220

240

260

15 35 55 75 95Variable X

Ravissa, Uitvlugt, & Fenn (2016)

r = -.34

When you sample from a large population, you can get a correlation in your sample, just by chance.

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Cumulative final exam score

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

Ravissa, Uitvlugt, & Fenn (2016)

r = - .25

N = 84

Does the relationship found in this sample reflect the larger population?

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p-value(p): The probability that we would get this result, given this sample size, if the correlation in the population was actually “0”.

Cumulative final exam score

40

50

60

70

80

90

100

0 200 400 600 800Non-academic internet use

p = .02

Ravissa, Uitvlugt, & Fenn (2016)

If p < 0.05,“Statistically significant”

r = - .25

N = 84

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• How is nonacademic multitasking related to performance in the class?

Negative, r = -.25, p < .05

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• Does this mean that nonacademic multitasking causes worse performance?

Negative, r = -.25, p < .05

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Correlational method

1. What is it?

2. Correlation in action: multitasking

3. Interpreting correlational data

4. The limits of correlation

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Reasons for correlation

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Reasons for correlation

The directionality problem

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Reasons for correlation

The third variable problem

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Name the third variable!

Ice cream sales Drowning deaths

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Name the third variable!

Temperature/Season

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Name the third variable!

Use of contraception Number of electrical appliances owned

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Name the third variable!

Socioeconomic Status (SES)

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Reasons for correlation

The third variable problem

You can measure potential third variables and use statistical techniques to test their importance.

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Reasons for correlation

The third variable problem

Interest in the class

Ravissa, Uitvlugt, & Fenn (2016)

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Correlation ≠ Causation

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Does not necessarily =Correlation Causation

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A

B

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Is it a good idea to multitask on a laptop during class?

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• Adam Anderson• Shannon Brady• Stephen Chew• Sandy Goss Lucas• James Gross• Bob Henderson• Beth Morling• Toni Schmader• Greg Walton• Elizabeth Wong• Jamil Zaki

• The Psych One Teaching Fellows!

Partners in Pedagogy:

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