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Reliability and factorial structure of a Portuguese version of the Children’s
Hope Scale
José Tomás da SilvaMaria Paula Paixão
Catarina Carvalho dos Santos
IAEVG Conference 2009 Finland
June 3-5, 2009, University of Jyväskylä
2
Topics
• Context of the research• Snyder’s Hope theory• Measuring Hope• Psychometric analysis of the Children’s
Hope Scale – Portuguese version• Implications of the results for the
research and intervention on guidance and counseling in school settings
3
Context of the research
• Team interest’s are focused on the study of Vocational & Academic Behavior and Development from a holistic, systemic (relational) perspective
• Master Program (University of Coimbra) - “Vocational Development Psychology”
• Catarina Santos (co-author) proposed to study the role of
• Patterns of Adaptive Learning,• Hope,• Career Attitudes
on the school achievement of 3rd cycle, Portuguese students.
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Context of the research – continuation
• Catarina Santos (2008) results showed that the variables that correlated more strongly with the levels of academic achievement were:– Hope,– Academic self-efficacy,– Self-handicapping strategies,– Mastery goal orientation, – Career attitudes
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Context of the research – continuation
• (Standard) Multiple Regression results:
•R = 0,497; F (8, 567) = 23,23, p < 0,01
Largest Beta coefficient
7
Reasons for the present study
• To explore deeply the metrological properties of the Children’s Hope Scale
•In particular we intended to test the hypothesized measurement model of the CHS
•Two latent factors (agency and pathways), with three indicators each;
•The latent variables are correlated with each other.
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Snyder’s Hope theory
• The Hope model was developed in the late 80’s by C. R. Snyder and colleagues, and was updated and refined several times
• Hope is a core construct of the positive psychology framework
• Hope is a strength-based construct• Hope was first viewed mostly as a
cognitive, motivational model
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Snyder’s Hope theory – range of application
• The Hope model has been applied to various domains:– Views about self and the future (e.g., self-esteem,
self-worth; optimism);– Achievement in academic and athletic domains (e.g.,
anxiety in competitive, test taking situations; scholastic competence; higher overall grade point averages);
– Connections with other people (e.g., social competence; interest in the goal pursuit of others);
– Health and well-being;– Work and vocational issues (e.g., Juntunen &
Wettersten, 2006; developed and validated the Work Hope Scale)
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Definition of Hope
• “Hope is a cognitive set that is composed of a reciprocally derived sense of successful (a) agency (goal directed determination) and (b) pathways (planning of ways to meet goals)” (Snyder, Harris, et al., 1991, p. 570)
• Hopeful thinking always includes three components:– Goals– Pathways– Agency
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The three components of hope
• Goals– “Hoped-for ends. (…) Is anything that an
individual desires to get, do, be, experience, or create.”
• Pathways (thoughts)– “Reflect a person’s perceived capacity to
produce cognitive routes to desired goals.”
• Agency (cognitions)– “The thoughts that the people have regarding
their ability to begin and continue movement on selected pathways toward those goals.”
(Snyder, 2002).
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Snyder’s Hope Model
Extracted from: Snyder, C. R. (2002). Hope theory: Rainbows in the mind. Psychological Inquiry, 13, p. 254.
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Measuring Hope
• Trait vs. State• Various levels of abstraction• Qualitative vs. Quantitative
approaches• Quantitative approaches are
more prevalent in the literature
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Self-report measures of Hope
• Snyder et al.•Hope Scale (Adults)•State Hope Scale (Adults)•Children’s Hope Scale
• Other researchers•Domain Specific Hope Scale (Sympson,
1999)•Work Hope Scale (Juntunen &
Wettersten, 2006)
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Children’s Hope Scale
• Trait hope measure for children;• Can be applied for children ages seven
through 14 years;• Includes three agency and three
pathways items (next slide);• Uses a six point (1=None of the time;
6=All of the time) Likert-type answer format;
• Has demonstrated satisfactory psychometric properties.
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2 (sex) x 3 (school grade) MANOVA: Pathways, Agency,
and Hope TotalMultivariate Testsc
,960 6857,023a 2,000 569,000 ,000
,040 6857,023a 2,000 569,000 ,000
24,102 6857,023a 2,000 569,000 ,000
24,102 6857,023a 2,000 569,000 ,000
,010 2,800a 2,000 569,000 ,062
,990 2,800a 2,000 569,000 ,062
,010 2,800a 2,000 569,000 ,062
,010 2,800a 2,000 569,000 ,062
,006 ,836 4,000 1140,000 ,503
,994 ,835a 4,000 1138,000 ,503
,006 ,835 4,000 1136,000 ,503
,006 1,657b 2,000 570,000 ,192
,007 ,982 4,000 1140,000 ,416
,993 ,981a 4,000 1138,000 ,417
,007 ,980 4,000 1136,000 ,418
,005 1,409b
2,000 570,000 ,245
Pillai's Trace
Wilks' Lambda
Hotelling's Trace
Roy's Largest Root
Pillai's Trace
Wilks' Lambda
Hotelling's Trace
Roy's Largest Root
Pillai's Trace
Wilks' Lambda
Hotelling's Trace
Roy's Largest Root
Pillai's Trace
Wilks' Lambda
Hotelling's Trace
Roy's Largest Root
EffectIntercept
sex
school grade
sex * schoolgrade
Value F Hypothesis df Error df Sig.
Exact statistica.
The statistic is an upper bound on F that yields a lower bound on the significance level.b.
Design: Intercept+sex+school grade+sex * school gradec.
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Reliability estimates (internal consistency)
•Total sample (N = 576)
•Pathways: Cronbach’s alpha = .74
•Agency: Cronbach’s alpha= .70
•Hope Total: Cronbach’s alpha = .81
24
Conclusion
• CHS produces scores that have reasonable good internal consistency reliabilities
• The hypothesized two factor, correlated model fit reasonably well with our data
• No gender differences were found• No grade differences were found
25
Implications for guidance and counseling in school
settings• Further research
– The CHS scores may add unique information about the willingness of a person to pursue goals, beyond for example, self-efficacy beliefs, and other constructs (interests, optimism; abilities)
– The CHS can be used to evaluate pre/post gains in students hope, after some planed intervention
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Implications for guidance and counseling in school
settings• Interventions
– Assessing hope– Developing/nurturing hope
• a) helping students to set goals; (b) helping students to develop pathways thinking; (c) helping students to enhance their agency (e.g., Snyder’s et. al., 2003);
• See also Snyder (2003, Journal of Counseling and Development), and Pedroti, Edwards, et al. (2008) description of the Making Hope Happening Program (Professional School Counseling)