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276Journal of Clinical Sleep Medicine, Vol. 7, No. 3, 2011
Study Objectives: We examined the effects of a cognitive
behavioral self-help program (Refresh) to improve sleep, on
sleep quality and symptoms of depression among first-year
college students.
Methods: Students in one residence hall (n = 48) participated
in Refresh and students in another residence hall (n = 53) par-
ticipated in a program of equal length (Breathe) designed to im-
prove mood and increase resilience to stress. Both programs
were delivered by e-mail in 8 weekly PDF files. Of these, 19
Refresh program participants and 15 Breathe program partici-
pants reported poor sleep quality at baseline (scores ≥ 5 on
the Pittsburgh Sleep Quality Index [PSQI]). Participants com-
pleted the PSQI and the Center for Epidemiological Studies-
Depression Scale (CES-D) at baseline and post-intervention.
Results: Among students with poor sleep (PSQI > 5) at base-
line, participation in Refresh was associated with greater im-
provements in sleep quality and greater reduction in depres-
sive symptoms than participation in Breathe. Among students
with high sleep quality at baseline there was no difference in
baseline to post-intervention changes in sleep (PSQI) or de-
pressive symptom severity (CES-D).
Conclusions: A cognitive behavioral sleep improvement
program delivered by e-mail may be a cost effective way for
students with poor sleep quality to improve their sleep and
reduce depressive symptoms. An important remaining ques-
tion is whether improving sleep will also reduce risk for future
depression.
Keywords: Insomnia, depression, prevention
Citation: Trockel M; Manber R; Chang V; Thurston A; Tailor
CB. An e-mail delivered CBT for sleep-health program for col-
lege students: effects on sleep quality and depression symp-
toms. J Clin Sleep Med 2011;7(3):276-281.
DOI: 10.5664/JCSM.1072
An E-mail Delivered CBT for Sleep-Health Program for College
Students: Effects on Sleep Quality and Depression Symptoms
Mickey Trockel, M.D., Ph.D.1; Rachel Manber, Ph.D.1; Vickie Chang, Ph.D.2; Alexandra Thurston, B.A.3; Craig Barr Tailor, M.D.1
1Stanford University, Stanford, CA; 2University of California San-Francisco, San-Francisco, CA;
3PGSP-Stanford PsyD Consortium, Palo Alto, CA
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College students often have erratic sleep schedules, poor sleep hygiene, and correspondingly poor sleep quality.1
One report suggests that as many as 89% of college students
report poor quality sleep.2 Inadequate or poor quality sleep may
put students at increased risk for developing unipolar depres-
sive disorders.3-6 In 1989, Ford and Kamerow published data
suggesting that poor sleep is a risk factor for subsequent clinical
depression and that further research is needed to determine if
early recognition and treatment of sleep disturbance can pre-
vent subsequent psychiatric problems.4 Since then, several au-
thors have published empirical evidence indicating disturbed
sleep, measured by self-report or with polysomnography6 is a
risk factor for subsequent depression.3,5-12
Poor sleep is a predictor of subsequent depression during
adolescence,5 and continues to constitute a risk in young3,7 and
older adults.11,12 There is a dose response relationship between
sleep disturbance in adolescence and subsequent symptoms of
depression, with severe sleep disturbance incurring greater risk
than moderate disturbance.13 It is therefore important to devel-
op and test the feasibility of potentially cost-effective interven-
tions to improve sleep among adolescents and young adults,
which might subsequently be used to determine whether early
intervention to improve sleep reverses the progression from
disturbed sleep to depressive disorder.
The present study is an important first step toward this
important goal. We developed and evaluated the feasibility
and short-term efficacy of an intervention to improve sleep
in college freshmen and its immediate effects on depressive
symptom severity. In addition to addressing disturbed sleep,
the intervention also addressed irregular sleep habits because
such habits constitute a risk for insomnia and, importantly,
there is evidence that day-to-day variations in bed-times and
wake-up times by 2 to 4 h is associated with greater severity
of symptoms of depression, even among students who regu-
larly obtain ≥ 8 h of sleep.14 Moreover, a recent analysis of
risk for depression and suicidal ideation among adolescents
suggests having parents who insist on earlier bedtimes is a
protective factor, which appears to be partially mediated by
sleep duration and perception of getting enough sleep.15 Past
research demonstrated that increasing the regularity of times
BRIEF SUMMARY
Current Knowledge/Study Rationale: College students often have
poor sleep and associated symptoms of depressed mood. The purpose
of this study is to test the efficacy of an e-mail delivered self-help pro-
gram, based on CBT strategies for insomnia, designed for students living
in on-campus residence halls.
Study Impact: Results of this quasi-experimental study indicate college
students with poor sleep can improve their sleep and reduce symptoms
of depression by self-administering a cognitive behavior strategy based
program delivered via low-cost electronic media. These findings suggest
further program development, implementation, and evaluation may help
students improve the quality and regularity of their sleep, and perhaps
even help halt or slow the progression from poor sleep to depressive
illness.
277 Journal of Clinical Sleep Medicine, Vol. 7, No. 3, 2011
CBT for Sleep: Effects on Sleep and Mood
incorporated vignette examples specific to college students.
Students were encouraged to spend 30 min on each session.
The Refresh program has 2 tracks, one for students with
poor sleep quality at baseline and a second (attenuated) version
of the program for students with no or minimal sleep difficul-
ties. Students were assigned a track based on their score on the
Pittsburgh Sleep Quality index (PSQI), using a score > 5 to
identify those with poor sleep quality.24 The complete program
version for students with poor sleep at baseline, addressed:
(1) the physiology of sleep with particular emphasis on circa-
dian rhythms and recommendations for stabilizing circadian
rhythm through anchoring wake time; (2) instructions on a
time in bed-restriction protocol to consolidate sleep25; (3) re-
laxation training; (4) mindfulness training; (5) stimulus control
strategies26; and (6) cognitive strategies to reduce the impact
of maladaptive thoughts about sleep. The program encouraged
participants to keep daily sleep logs and implement strategies
for improved sleep health. The daily sleep log allowed students
to record daily bedtimes, time out of bed, minutes in bed be-
fore sleep onset, number of night time awakenings, total min-
utes spent lying in bed awake during the night, total amount of
sleep, number of alcoholic beverages before bedtime, satisfac-
tion with sleep, and degree to which the student felt refreshed
in the morning.
The time in bed restriction protocol was a significant por-
tion of the program version for students with poor sleep, begin-
ning with session three. The program first showed students how
to self-administer sleep restriction. Students were instructed
to compute their average total sleep time over the past week
and then instructed to be in bed only as long as their average
estimated actual sleep time, plus a margin ≤ 30 minutes. Sub-
sequent program sessions instructed students to add 30 min to
their scheduled time in bed if, on average: (a) they were able to
fall asleep within 30 min, (b) they spent < 45 min lying in bed
at night, and (c) they felt sleepy during most daytime hours.
If students were consistently unable to fall asleep in < 30 min
after going to bed or were consistently spending > 45 min per
night lying in bed awake, they were asked to review a check-
list of strategies to improve sleep presented to them previously
in the Refresh program, and to consider adopting one of these
strategies. If they had already implemented these strategies,
they were encouraged to decrease total time in bed by 30 min
per night, to a minimum of 6 h per night if needed.
Students were instructed not to attempt the sleep restric-
tion protocol if they believed any of the following applied to
them at baseline: (1) “You have Bipolar Affective Disorder”;
(2) “You have a family member with Bipolar Affective Disor-
der”; (3) “You have had a period of time lasting one week or
longer during which you felt euphoric, felt like you had special
abilities other people don’t have, or felt persistently irritable”;
(4) “Within the last 2 months you started a medication to treat
depression or anxiety”; (5) “You frequently have trouble stay-
ing awake while driving or performing other activities in which
drowsiness may have fatal consequences”; (6) “You have a long
road trip coming up within the next 3 weeks and you have to
be the driver, or you have to perform other activities in which
drowsiness may have fatal consequences.”
The attenuated version of the Refresh program developed for
students with good sleep quality at baseline included the same
into and out of bed in college students improves sleep, sleepi-
ness, and mood.16
Cognitive behavioral therapy for insomnia (CBT-I) has been
established as an effective treatment for primary insomnia in
adults when delivered in person,17-19 as a self-help intervention
mailed to participants,20 or delivered via interactive Internet
programs.21,22 In addition, a pilot study found that addition of
CBT-I to pharmacologic treatment of depression led to im-
proved outcomes in patients with insomnia and Major Depres-
sive Disorder.23 We have therefore adapted CBT-I methods to
the special circumstances of college life and to be delivered as
a self-help intervention in 8 separate installments via e-mail.
In this report, we present data from a quasi-experimental
design study of the effects on sleep quality and symptoms of
depressed mood of an e-mail delivered cognitive and behavior
strategy based sleep health improvement program, which was
delivered to college students living in on-campus residence halls.
METHODS
Participants
We invited all students 18 years of age or older in 2 first-
year student residence halls in a large private university to par-
ticipate in a health promotion program. We presented the study
at the first house meeting of the quarter and gave students an
opportunity to ask questions and sign informed consent forms
to participate in the study. Students were offered one unit of
course credit for their participation in the study. The institu-
tional review board approved the study protocol prior to com-
mencement of the study.
Students in one residence hall were invited to participate in
an 8-week CBT-I based sleep-health promotion program called
Refresh. More than two-thirds (70% [58 of 83]) of eligible stu-
dents elected to participate in the program. Students in the sec-
ond residence hall were invited to participate in another health
promotion program (called Breathe) designed to help students
cope with stress and to improve their emotional health by using
skills common to cognitive behavioral therapy (CBT) for de-
pression. Fewer than half (41% [67 of 162]) of eligible students
elected to participate in the program.
The baseline sample consisted of 61 women (32 in Re-
fresh and 29 in Breathe) and 64 men (26 in Refresh and 38
in Breathe). Sixty-three (50%) identified themselves as White/
Caucasian, 17 (14%) as Latino/Hispanic or Mexican American,
and 14 (11%) as Chinese/Chinese American. Fewer than 5 stu-
dents identified themselves as part of any other single racial or
ethnic group, and 9 elected not to answer the question on race/
ethnicity. Ninety-nine participating students were 18 years of
age at the time they enrolled in the study, and the other 26 were
between 19 and 22 years of age.
We sent students a link to online baseline and post-interven-
tion surveys by e-mail, using Survey Monkey. For both baseline
and post-intervention data collection, we sent as many as 3 re-
minder e-mails to students who had not yet responded.
Interventions
Both interventions were delivered in 8 weekly sessions, sent
via e-mail messages with attached PDF files. Both programs
278Journal of Clinical Sleep Medicine, Vol. 7, No. 3, 2011
M Trockel, R Manber, V Chang et al
Statistical Analyses
The analyzable sample consisted of all individuals who
provided both pre and post measures. We computed change in
PSQI and CES-D scores by subtracting baseline scores from
post-intervention scores. We then used t-tests for independent
samples to test for between-groups differences in PSQI and
CES-D score changes from baseline to post-intervention. We
also calculated Cohen’s d effect sizes for within-group changes
from baseline to post intervention on both outcome measures.
Separate analyses were conducted for students with high (PSQI
> 5) and low (PSQI ≥ 5) baseline sleep quality. We completed
analyses using SPSS version 18.0.
RESULTS
Forty-eight of the 58 students (83%) participating in the
Refresh program and 53 of 67 students (79%) participat-
ing in the Breathe program completed baseline and post-test
PSQI and CES-D measures, and thus constitute the sample for
this study. The 24 students who began the study but failed to
complete one or both post-test measures did not differ signifi-
cantly in baseline PSQI (4.4 vs. 4.8; t = −0.93; df = 123; p =
0.36), baseline CES-D (11.4 vs. 13.8; t = −1.56; df = 123; p =
0.13), or gender (46% women vs. 50% women; χ2 = 0.11; p =
0.75). Nineteen Refresh program participants and 15 Breathe
program participants had poor sleep (PSQI > 5) at baseline.
Tables 1 and 2 provide baseline data for students with baseline
PSQI scores > 5 (Table 1) and those with lower PSQI scores
(Table 2). Among students with PSQI scores > 5 at baseline,
there were no statistically significant differences in gender,
proportion of white students vs. other racial or ethnic group, or
outcome measure (PSQI and CESD) scores at baseline. Among
students with lower PSQI scores at baseline, there were statis-
tically significant differences between the intervention groups
in the proportion of participants who were women and in aver-
age baseline CES-D scores.
More than half (54%) of the participants who received Re-
fresh reported completing the entire program; the majority
(94%) reported completing ≥ 4 of 8 sessions. For the Breathe
program, 28% reported completing the entire program and 81%
reported completing ≥ 4 of 8 sessions. Among Refresh students
with baseline PSQI scores > 5, all but 2 (89%) completed ≥ 7
sessions. The remaining 2 Refresh students with elevated PSQI
content as the full version, except that it did not include instruc-
tion on how to self-administer a time in bed restriction protocol
to consolidate sleep.
The equal length comparison program, Breathe, was devel-
oped to reduce depressive symptoms and improve coping skills
for stress. The program integrated concepts and skills from
Dialectical Behavior Therapy,27,28 Mindfulness-Based Stress
Reduction,29 and Aaron Beck’s Cognitive Therapy.30 Specific
topics include (1) recognizing and managing difficult emo-
tions, (2) coping with stress, (3) cognitive reframing of nega-
tive thoughts, and (4) improving relationships with friends and
family. Unlike Refresh, which used cognitive restructuring and
mindfulness meditation to address cognitions that interfere with
sleep and hyperarousal in bed, Breathe used these strategies to
address low mood and general stress.
The Breathe program introduces new treatment compo-
nents/modules each week, each focused on skill building.
These included (1) self-monitoring of stressful events, associ-
ated thoughts and emotions, and coping behaviors; (2) chal-
lenging automatic negative thoughts; (3) finding solutions to
interpersonal conflict; (4) engaging in enjoyable activities; (5)
mindfulness meditation; and (6) relaxation. The Breathe pro-
gram encouraged students to keep daily logs for a variety of
self-monitoring tasks relevant to each module and to complete
homework (assigned weekly) on topics such as motivation for
the behavior change, time management, relaxation, mindful-
ness meditation, and asking for help.
Measures
The baseline survey included demographic information, the
PSQI24 and the Center for Epidemiological Studies-Depression
Scale (CES-D).31 Post-treatment measures included the PSQI
and the CES-D.
The PSQI includes 19 questions and generates a sleep qual-
ity index ranging from 0 to 21. A PSQI score > 5 has good
sensitivity and specificity for identifying individuals who are
“poor sleepers.”24
The CES-D measures depressive symptoms in a general pop-
ulation with 20 items on a 0-3 point scale, for a total scale range
of 0 to 60. The CES-D has demonstrated good ROC curve per-
formance for detecting college students with clinically signifi-
cant depression; it has also demonstrated adequate sensitivity
and specificity using a cut off score > 15.32
Table 1—Baseline measures by intervention group, for the
subgroup of students with PSQI > 5 at baseline
Refresh,
n = 19
M (SD)
Breathe,
n = 15
M (SD)
Significance of
group difference
PSQI 7.7 (1.8) 7.5 (1.5) t = 0.38; p = 0.71
CESD 19.7 (10.4) 14.7 (8.1) t = 1.57; p = 0.13
Age 18.3 (0.4) 18.6 (1.0) t = −1.23; p = 0.24
Women* 0.63 (0.50) 0.73 (0.46) χ2 = 0.40; p = 0.53
White/Caucasian* 0.63 (0.50) 0.53 (0.52) χ2 = 0.33; p = 0.56
*Mean for categorical variables indicates the proportion of students who
identified themselves as part of the specified group.
Table 2—Baseline measures by intervention group, for the
subgroup of students with PSQI ≤ 5 at baseline
Refresh,
n = 29
M (SD)
Breathe,
n = 38
M (SD)
Significance of
group difference
PSQI 3.3 (1.5) 3.3 (1.2) t = −0.31; p = 0.76
CESD 9.7 (5.6) 13.7 (8.3) t = −2.23; p = 0.02
Age 18.1 (0.4) 18.2 (0.5) t = −0.40; p = 0.69
Women* 0.55 (0.51) 0.29 (0.46) χ2 = 4.70; p = 0.03
White/Caucasian* 0.48 (0.51) 0.42 (0.50) χ2 = 0.25; p = 0.62
*Mean for categorical variables indicates the proportion of students who
identified themselves as part of the specified group.
279 Journal of Clinical Sleep Medicine, Vol. 7, No. 3, 2011
CBT for Sleep: Effects on Sleep and Mood
DISCUSSION
We focus our discussion primarily on findings among
students with disturbed sleep at baseline who received the
full version of the e-mail delivered self-help program us-
ing validated cognitive behavior therapy for insomnia strate-
gies.17-19 The main findings of this study are that, compared
to an equal length comparison program, participation in an
e-mail delivered self-help CBT-I based program was associ-
ated with greater improvements in sleep quality and greater
reductions in symptoms of depression among college stu-
dents with low sleep quality at baseline. This study extends
prior findings that self-help CBT-I is effective for adults with
insomnia.17-22 Previous adult self-help CBT-I studies have
used written materials20 or the Internet.21,22 Our study sug-
gests e-mail delivery of weekly CBT-I based content may be
an effective method of helping students with sleep problems
improve their sleep.
scores completed ≥ 5 of 8 sessions. Among Breathe students
with baseline PSQI scores > 5, a third (33%) completed ≥ 7 ses-
sions, and just over half (53%) completed ≥ 5 weekly sessions.
Table 3 provides completion rates—defined as self-report of
having completed ≥ 7 of 8 sessions—by baseline sleep category
(PSQI > 5 or PSQI ≤ 5), and by program assignment.
For participants with baseline PSQI scores > 5 (Figure 1), the
Refresh intervention was associated with significantly greater
reductions (t = −2.25; df = 32; p = 0.034) in PSQI scores (7.68
to 5.26 = −2.42 points; Cohen’s d = 1.33) than the Breathe
program (7.47 to 6.80 = −0.67 points; Cohen’s d = 0.47). The
between-group difference in PSQI change = −1.75 points, CI
[−3.36 to −0.15]. For participants with baseline PSQI scores >
5, the Refresh program was also associated with significantly
greater reductions (t = –2.19; df = 32; p = 0.036) in CES-D
scores (19.69 to 13.75 = −5.94 points; Cohen’s d = 0.57) than
the Breathe program (14.73 to 16.00 = 1.27 points; Cohen’s
d = 0.16) (Figure 2). The between-group difference in CES-D
change was −7.20 points, CI [−14.00 to −0.39]. For participants
with baseline PSQI scores ≤ 5, there were no significant dif-
ferences in pre to post changes in sleep quality or depressive
symptom severity between Refresh and Breathe (p = 0.23 for
PSQI and p = 0.80 for CES-D).
The average reductions in PSQI scores and CESD scores re-
ported by the 2 participants with baseline PSQI scores > 5 who
did not complete ≥ 7 units of the program were 0.00 and 1.00
respectively. The small sample number of participants this group
(n = 2) is not sufficient to test the statistical significance of these
score reductions compared with average score reductions among
participants who completed ≥ 7 of 8 units (n = 17), which were
2.71 and 6.51 for PSQI and CESD scores, respectively.
9
8
7
6
5
4
3
2
1
0
Baseline PSQI Post-test PSQI
Refresh, good sleepers (n = 29) Breathe, good sleepers (n = 38)
Refresh, poor sleepers* (n = 19) Breathe, poor sleepers (n = 15)
7.7 (SD = 1.8)
5.3 (SD = 2.4)
Figure 1—Baseline and post-test PSQI scores
*Change is significantly greater than observed in alternative treatment
control group
21
18
15
12
9
6
3
0
Baseline CESD Post-test CESD
19.7 (SD = 10.4)
13.8 (SD = 7.7)
Refresh, good sleepers (n = 29) Breathe, good sleepers (n = 38)
Refresh, poor sleepers* (n = 19) Breathe, poor sleepers (n = 15)
Figure 2—Baseline and post-test CESD scores
*Change is significantly greater than observed in alternative treatment
control group
Table 3—Completion rates—defined as self-report of having
completed ≥ 7 of 8 sessions—by baseline sleep quality
category, and program assignment
Refresh Breathe
Total in
category
Completers
(%)
Total in
category
Completers
(%)
Baseline
PSQI ≤ 5
29 14 (48%) 38 14 (37%)
Baseline
PSQI > 5
19 17 (89%) 15 5 (33%)
280Journal of Clinical Sleep Medicine, Vol. 7, No. 3, 2011
M Trockel, R Manber, V Chang et al
that the observed intervention group differences could be at least
partially explained by regression to the mean among Refresh
participants. Quasi-experimental design does not have the same
fidelity in internal validity inherent in a randomized clinical tri-
al. Further research using a true experimental design is needed
to establish an evidence base for the effectiveness of electroni-
cally delivered CBT-I for improving sleep and symptoms of de-
pression among college students with sleep difficulties. Future
experimental design research with adequate follow-up time is
also needed to determine whether improving sleep will reduce
risk of future depression.
Selection of students residing at a highly selective private
university may limit the generalizability of our results. Com-
pared to other groups of college students, the students who par-
ticipated in this study may be more motivated and better able to
follow a self-directed program to improve sleep through cogni-
tive and behavioral strategies.
Another limitation of our study is that both sleep quality
and depression were each assessed with only one self-report
measure. Self-report measures are subject to demand charac-
teristics, which could bias our results. The assessment of par-
ticipant adherence was limited to self-report of the number of
units they had completed. Although limited, these data revealed
that a higher proportion of students with poor sleep at baseline
completed at least 7 of 8 units, suggesting Refresh is acceptable
to a large majority of freshmen with sleep problems.
We cannot determine from our data what, if any, informa-
tion or intervention may be beneficial for students with no sleep
problems. We are also unable to determine from our data wheth-
er one or a few components, rather than the whole collection of
cognitive and behavior strategies, is associated with observed
improvements among students with poor sleep at baseline.
Future research might experiment with intervention tailoring,
delivering intervention components that fit students’ needs de-
termined by baseline assessment. For example, students with a
delayed chronotype may benefit from a module that specifically
addresses circadian entrainment, and others may not need it. Most
students with insomnia will benefit from combined stimulus con-
trol and time-in-bed restriction modules. Although the self-report-
ed number of units completed was very high, we believe future
research will also need to evaluate reasons for dropout and con-
sider methods to enhance retention. Perhaps tailored interventions
with fewer modules may offer higher adherence without reducing
effectiveness, as will adding a motivation enhancement compo-
nent, though these possibilities await empirical support.
Future research may also determine whether intervention to
improve sleep will also improve students’ academic performance.
Chronic sleep disturbance is strongly associated with short-term
cognitive impairments,35 and in adolescents has been linked with
subsequent impairment in academic performance.36 College stu-
dents who report better sleep quality perform better on academic
measures than those reporting a poorer quality of sleep,37 and vari-
able sleep schedules, specifically later weekend wake-up times,
accounts for significant variance in end-of-term grades.38 Students
who obtain less REM sleep than needed may also be less able to
integrate and store newly learned information.39,40 Even moder-
ate sleep disturbance has serious implications for neurobehavioral
functions, as sleep duration of six hours or less per night for 14
consecutive nights has been shown to produce cognitive perfor-
Most encouraging was our finding that among individuals
with poor sleep quality, a sleep enhancement intervention was
associated with greater improvement in depressive symptoms
than an intervention to improve mood and reduce stress. Our re-
sults are consistent with a large body of literature indicating that
disturbed sleep constitutes a risk factor for depression3-12 and are
consistent with a previous finding that CBT-I improves outcomes
among depressed patients receiving antidepressant medication
therapy.23 A previous study found that irregular sleep patterns can
lead to desensitization of serotonergic receptor systems,33 which
suggests a possible biologic mechanism for the relationship be-
tween impaired sleep and depressed mood. As our study was
conducted with college students, many of whom have irregular
sleep schedules, it is possible that the observed improvement in
mood is mediated by regularizing the students’ sleep schedules.
However, we do not have sufficient data to test this hypothesis.
The full version of the program for students with sleep dif-
ficulties demonstrated effectiveness. However, we did not find
benefit of the sleep-health promotion program in a group of
college students with little or no sleep disturbance at baseline.
Brown and colleagues found improved sleep quality (PSQI
scores) with a single group 30-minute sleep-health education
program in a general population college sample.34 It may be that
the group of students studied by Brown and colleagues34 had
sleep distress at baseline (mean PSQI = 7.3 among intervention
group participants and 6.6 among controls) comparable to our
sample of students with sleep problems (mean PSQI = 7.7 for
Refresh participants and 7.5 for Breathe participants) and dif-
ferent from our group of participants without significant base-
line sleep problems (mean PSQI = 3.3 for Refresh participants
and 3.5 for Breathe participants). It seems reasonable to expect
that students with disturbed sleep at baseline may benefit most
from a program designed to help them improve their sleep.
Importantly, among students with baseline sleep difficulties, tar-
geting sleep-health appeared more successful at reducing depres-
sive symptoms than an intervention targeting negative self-talk
and coping strategies that are common targets of CBT for depres-
sion. Given that poor sleep is a modifiable risk factor for depressed
mood,3-12 it is encouraging that targeting sleep-health was also as-
sociated with reduction in depressive symptoms. Although we do
not have long-term data to directly test the assertion that improving
sleep will reduce the risk for a future depressive episode, improv-
ing sleep might be an important element in depression prevention
interventions for students with sleep problems.
There are limitations of our study that warrant mention. Per-
haps the most important limitation is that students were assigned
to intervention groups by residence hall, rather than by random
assignment. Although this feature in the design reduced the dan-
ger of cross-contamination of treatment, it …
NIH Publication No. 05-3896
Printed September 2005
2931-NCI Theory cvr.f 11/17/05 3:18 PM Page 1
Theor y
at a Gl ance
U.S. DEPARTMENT
OF HEALTH AND
HUMAN SERVICES
National Institutes
of Health
A G u i d e F o r H e a l t h P ro m o t i o n P ra c t i ce
Theory
at a
Glance
A Guide For Health Promotion Practice
(Second Edition)
U.S. DEPARTMENT OF HEALTH AND HUMAN SERVICES
National Institutes of Health
Foreword
A
decade ago, the first edition of Theory at a Glance was published. The guide was
a welcome resource for public health practitioners seeking a single, concise
summary of health behavior theories that was neither overwhelming nor superficial.
As a government publication in the public domain, it also provided cash-strapped
health departments with access to a seminal integration of scholarly work that was useful to
program staff, interns, and directors alike. Although they were not the primary target audience,
members of the public health research community also utilized Theory at a Glance, both as
a quick desk reference and as a primer for their students.
The National Cancer Institute is pleased to sponsor the publication of this guide, but its
relevance is by no means limited to cancer prevention and control. The principles described
herein can serve as frameworks for many domains of public health intervention,
complementing focused evidence reviews such as Centers for Disease Control and
Prevention’s Guide to Community Preventive Services. This report also complements a
number of other efforts by NCI and our federal partners to facilitate more rigorous testing
and application of health behavior theories through training workshops and the development
of new Web-based resources.
One reason theory is so useful is that it helps us articulate assumptions and hypotheses
concerning our strategies and targets of intervention. Debates among policymakers
concerning public health programs are often complicated by unspoken assumptions or
confusion about which data are relevant. Theory can inform these debates by clarifying key
constructs and their presumed relationships. Especially when the evidence base is small,
advocates of one approach or another can be challenged to address the mechanisms by
which a program is expected to have an impact. By specifying these alternative pathways to
change, program evaluations can be designed to ensure that regardless of the outcome,
improvements in knowledge, program design, and implementation will occur.
I am pleased to introduce this second edition of Theory at a Glance. I am especially
impressed that the lead authors, Dr. Barbara K. Rimer and Dr. Karen Glanz, have enhanced
and updated it throughout without diminishing the clarity and efficiency of the original. We
hope that this new edition will empower another generation of public health practitioners to
apply the same conceptual rigor to program planning and design that these authors exemplify
in their own research and practice.
Robert T. Croyle, Ph.D.
Director
Division of Cancer Control and Population Sciences
National Cancer Institute
Spring 2005
Acknowledgements
The National Cancer Institute would like to thank Barbara Rimer Dr.P.H. and
Karen Glanz Ph.D., M.P.H., authors of the original monograph, whose knowledge of
healthcommunications theory and practice have molded a generation of health promotion
practitioners. Both have provided hours of review and consultation, and we are grateful to
them for their contributions.
Thanks to the staffs of the Office of Communications, particularly Margaret Farrell,
and the Division of Cancer Control and Population Sciences and Kelly Blake, who guided
this monograph to completion. We appreciate in particular the work of Karen Harris,
whose attention to detail and commitment to excellence enhanced the monograph’s
content and quality.
Table of Contents
Introduction viii
Audience and Purpose 1
Contents 1
Part 1: Foundations of Theory in Health Promotion and Health Behavior 3
Why Is Theory Important to Health Promotion and Health Behavior Practice? 4
What Is Theory? 4
How Can Theory Help Plan Effective Programs? 4
Explanatory Theory and Change Theory 5
Fitting Theory to the Field of Practice 5
Using Theory to Address Health Issues in Diverse Populations 7
Part 2: Theories and Applications 9
The Ecological Perspective: A Multilevel, Interactive Approach 10
Theoretical Explanations of Three Levels of Influence 12
Individual or Intrapersonal Level 12
Health Belief Model 13
Stages of Change Model 15
Theory of Planned Behavior 16
Precaution Adoption Process Model 18
Interpersonal Level 19
Social Cognitive Theory 19
Community Level 22
Community Organization and Other Participatory Models 23
Diffusion of Innovations 27
Communication Theory 29
Media Effects 30
Agenda Setting 30
New Communication Technologies 31
Part 3: Putting Theory and Practice Together 35
Planning Models 36
Social Marketing 36
PRECEDE-PROCEED 39
Where to Begin: Choosing the Right Theories 43
A Few Final Words 44
Sources 48
References 49
Tables and Figures
Tables
Table 1 An Ecological Perspective: Levels of Influence 11
Table 2 Health Belief Model 14
Table 3 Stages of Change Model 15
Table 4 Theory of Planned Behavior 17
Table 5 Social Cognitive Theory 20
Table 6 Community Organization 24
Table 7 Concepts in Diffusion of Innovations 27
Table 8 Key Attributes Affecting the Speed and Extent of an Innovation’s Diffusion 28
Table 9 Agenda Setting, Concepts, Definitions, and Applications 31
Table 10 Diagnostic Elements of PRECEDE-PROCEED 42
Table 11 Summary of Theories: Focus and Key Concepts 45
Figures
Figure 1 Using Explanatory Theory and Change Theory to Plan and Evaluate Programs 6
Figure 2 A Multilevel Approach to Epidemiology 10
Figure 3 Theory of Reasoned Action and Theory of Planned Behavior 18
Figure 4 Stages of the Precaution Adoption Process Model 19
Figure 5 An Integrative Model 21
Figure 6 Sociocultural Environment Logic Framework 26
Figure 7 An Asthma Self-Management Video Game for Children 33
Figure 8 Social Marketing Wheel 38
Figure 9 The PRECEDE-PROCEED Model 40
Figure 10 Using Theory to Plan Multilevel Interventions 46
Introduction
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his monograph, Theory at a Glance: Application to Health Promotion and Health
Behavior (Second Edition), describes influential theories of health-related behaviors,
processes of shaping behavior, and the effects of community and environmental
factors on behavior. It complements existing resources that offer tools, techniques,
and model programs for practice, such as Making Health Communication Programs Work:
A Planner’s Guide,i and the Web portal, Cancer Control PLANET (Plan, Link, Act, Network
with Evidence-based Tools).ii Theory at a Glance makes health behavior theory accessible
and provides tools to solve problems and assess the effectiveness of health promotion
programs. (For the purposes of this monograph, health promotion is broadly defined as the
process of enabling people to increase control over, and to improve, their health. Thus, the
focus goes beyond traditional primary and secondary prevention programs.)
For nearly a decade, public health and health care practitioners have consulted the original
version of Theory at a Glance for guidance on using theories about human behavior to inform
program planning, implementation, and evaluation. We have received many testimonials
about the First Edition’s usefulness, and requests for additional copies. This updated edition
includes information from recent health behavior research and suggests theoretical
approaches to developing programs for diverse populations. Theory at a Glance can be
used as a stand-alone handbook, as part of in-house staff development programs, or in
conjunction with theory texts and continuing education workshops.
For easy reference, the monograph includes only a small number of current and applicable
health behavior theories. The theories reviewed here are widely used for the purposes of
cancer control, defining risk, and segmenting populations. Much of the content for this
publication has been adapted from the third edition of Glanz, Rimer, and Lewis’ Health
Behavior and Health Education: Theory, Research, and Practice,1 published by Jossey-Bass
in San Francisco. Readers who want to learn more about useful theories for health behavior
change and health education practice can consult this and other sources that are
recommended in the References section at the end of the monograph.
i Making Health Communication Programs Work (http://www.nci.nih.gov/pinkbook/) describes a practical
approach for planning and implementing health communication efforts.
ii Cancer Control PLANET (http://cancercontrolplanet.cancer.gov) provides access to data and resources
that can help planners, program staff, and researchers to design, implement, and evaluate evidence-based
cancer control programs.
(http://www.nci.nih.gov/pinkbook/)
(http://cancercontrolplanet.cancer.gov)
Audience and Purpose
This monograph is written primarily for public health workers in state and local health
agencies; it is also valuable for health promotion practitioners and volunteers who work in
voluntary health agencies, community organizations, health care settings, schools, and the
private sector.
Interventions based on health behavior theory are not guaranteed to succeed, but they are
much more likely to produce desired outcomes. Theory at a Glance is designed to help users
understand how individuals, groups, and organizations behave and change—knowledge they
can use to design effective programs. For information about specific, evidence-based
interventions to promote health and prevent disease, readers may also wish to consult the
Guide to Community Preventive Services, published by the Centers for Disease Control and
Prevention (CDC) at www.thecommunityguide.org.
Contents
This monograph consists of three parts. For each theory, the text highlights key concepts
and their applications. These summaries may be used as “checklists” of important issues to
consider when planning or evaluating programs or to prompt project teams to think about the
range of factors that influence health behavior.
Part 1. Foundations of Theory in Health Promotion and Health Behavior describes ways that
theories and models can be useful in health behavior/health promotion practice and
provides basic definitions.
Part 2. Theories and Applications presents an ecological perspective on health
behavior/health promotion programs. It describes eight theories and models that
explain individual, interpersonal, and community behavior and offers approaches to
solving problems. A brief description of each theory is followed by definitions of key
concepts and examples or case studies. The section also explores the use of new
communication technologies.
Part 3. Putting Theory and Practice Together explains how theory can be used in health
behavior/health promotion program planning, implementation, and evaluation.
Two comprehensive planning models, PRECEDE-PROCEED and social marketing,
are reviewed.
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http:www.thecommunityguide.org
Part 1
Foundations of Theory
in Health Promotion
and Health Behavior
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Why Is Theory Important to
Health Promotion and Health
Behavior Practice?
Effective public health, health promotion,
and chronic disease management programs
help people maintain and improve health,
reduce disease risks, and manage chronic
illness. They can improve the well-being
and self-sufficiency of individuals, families,
organizations, and communities. Usually,
such successes require behavior change at
many levels, (e.g., individual, organizational,
and community).
Not all health programs and initiatives are
equally successful, however. Those most
likely to achieve desired outcomes are
based on a clear understanding of targeted
health behaviors, and the environmental
context in which they occur. Practitioners
use strategic planning models to develop
and manage these programs, and
continually improve them through
meaningful evaluation. Health behavior
theory can play a critical role throughout
the program planning process.
What Is Theory?
A theory presents a systematic way of
understanding events or situations. It is a
set of concepts, definitions, and propositions
that explain or predict these events or
situations by illustrating the relationships
between variables. Theories must be
applicable to a broad variety of situations.
They are, by nature, abstract, and don’t
have a specified content or topic area.
Like empty coffee cups, theories have
shapes and boundaries, but nothing inside.
They become useful when filled with
practical topics, goals, and problems.
• Concepts are the building blocks—the
primary elements—of a theory.
• Constructs are concepts developed or
adopted for use in a particular theory.
The key concepts of a given theory are
its constructs.
• Variables are the operational forms of
constructs. They define the way a
construct is to be measured in a specific
situation. Match variables to constructs
when identifying what needs to be
assessed during evaluation of a theory-
driven program.
• Models may draw on a number of theories
to help understand a particular problem in
a certain setting or context. They are not
always as specified as theory.
Most health behavior and health promotion
theories were adapted from the social and
behavioral sciences, but applying them to
health issues often requires that one be
familiar with epidemiology and the biological
sciences. Health behavior and health
promotion theories draw upon various
disciplines, such as psychology, sociology,
anthropology, consumer behavior, and
marketing. Many are not highly developed
or have not been rigorously tested. Because
of this, they often are called conceptual
frameworks or theoretical frameworks; here
the terms are used interchangeably.
How Can Theory Help Plan
Effective Programs?
Theory gives planners tools for moving
beyond intuition to design and evaluate
health behavior and health promotion
interventions based on understanding of
behavior. It helps them to step back and
consider the larger picture. Like an artist,
a program planner who grounds health
interventions in theory creates innovative
ways to address specific circumstances.
He or she does not depend on a “paint-by
numbers” approach, re-hashing stale ideas,
but uses a palette of behavior theories,
skillfully applying them to develop unique,
tailored solutions to problems.
Using theory as a foundation for program
planning and development is consistent with
the current emphasis on using evidence-
based interventions in public health,
behavioral medicine, and medicine. Theory
provides a road map for studying problems,
developing appropriate interventions, and
evaluating their successes. It can inform the
planner’s thinking during all of these stages,
offering insights that translate into stronger
programs. Theory can also help to explain
the dynamics of health behaviors, including
processes for changing them, and the
influences of the many forces that affect
health behaviors, including social and
physical environments. Theory can also help
planners identify the most suitable target
audiences, methods for fostering change,
and outcomes for evaluation.
Researchers and practitioners use theory
to investigate answers to the questions of
“why,” “what,” and “how” health problems
should be addressed. By seeking answers
to these questions, they clarify the nature
of targeted health behaviors. That is, theory
guides the search for reasons why people
do or do not engage in certain health
behaviors; it helps pinpoint what planners
need to know before they develop public
health programs; and it suggests how to
devise program strategies that reach target
audiences and have an impact. Theory also
helps to identify which indicators should be
monitored and measured during program
evaluation. For these reasons, program
planning, implementation, and monitoring
processes based in theory are more likely
to succeed than those developed without
the benefit of a theoretical perspective.
Explanatory Theory and
Change Theory
Explanatory theory describes the reasons
why a problem exists. It guides the search
for factors that contribute to a problem (e.g.,
a lack of knowledge, self-efficacy, social
support, or resources), and can be changed.
Examples of explanatory theories include
the Health Belief Model, the Theory of
Planned Behavior, and the Precaution
Adoption Process Model.
Change theory guides the development of
health interventions. It spells out concepts
that can be translated into program
messages and strategies, and offers a basis
for program evaluation. Change theory
helps program planners to be explicit about
their assumptions for why a program will
work. Examples of change theories include
Community Organization and Diffusion of
Innovations. Figure 1. illustrates how
explanatory theory and change theory can
be used to plan and evaluate programs.
Fitting Theory to the Field of Practice
This monograph includes descriptions and
applications of some theories that are
central to health behavior and health
promotion practice today. No single theory
dominates health education and promotion,
nor should it; the problems, behaviors,
populations, cultures, and contexts of public
health practice are broad and varied. Some
theories focus on individuals as the unit of
change. Others examine change within
families, institutions, communities, or
cultures. Adequately addressing an issue
may require more than one theory, and no
one theory is suitable for all cases.
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Figure 1. Using Explanatory Theory and Change Theory to Plan and Evaluate Programs
Problem
Behavior
or
Situation
ChangeTheory
Which strategies?
Which messages?
Assumptions about
how a program
should work
Evaluation
Planning
Explanatory
Theory
Why?
What can
be changed?
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Because the social context in which
behavior occurs is always evolving, theories
that were important in public health
education a generation ago may be of
limited use today. At the same time, new
social science research allows theorists to
refine and adapt existing theories. A recent
Institute of Medicine report2 observed that
several theorists have converged in their
views, identifying several variables as
central to behavior change. As a result,
some constructs, such as self-efficacy, are
central to multiple theories.
Effective practice depends on using
theories and strategies that are appropriate
to a situation.
One of the greatest challenges for those
concerned with behavior change is learning
to analyze how well a theory or model “fits”
a particular issue. A working knowledge of
specific theories, and familiarity with how
they have been applied in the past,
improves skills in this area. Selecting an
appropriate theory or combination of
theories helps take into account the multiple
factors that influence health behaviors.
The practitioner who uses theory develops a
nuanced understanding of realistic program
outcomes that drives the planning process.
Choosing a theory that will bring a useful
perspective to the problem at hand does not
begin with a theory (e.g., the most familiar
theory, the theory mentioned in a recent
journal article, etc.). Instead, this process
starts with a thorough assessment of the
situation: the units of analysis or change,
the topic, and the type of behavior to be
addressed. Because different theoretical
frameworks are appropriate and practical for
different situations, selecting a theory that
“fits” should be a careful, deliberate process.
Start with the steps in the box at the top of
the next page.
A Good Fit:
Characteristics of a Useful Theory
A useful theory makes assumptions about
a behavior, health problem, target
population, or environment that are:
• Logical;
• Consistent with everyday observations;
• Similar to those used in previous
successful programs; and
• Supported by past research in the same
area or related ideas.
Using Theory to Address Health
Issues in Diverse Populations
The U.S. population is growing more
culturally and ethnically diverse. An
increasing body of research shows health
disparities exist among various ethnic and
socio-economic groups. These findings
highlight the importance of understanding
the cultural backgrounds and life
experiences of community members, though
research has not yet established when and
under what circumstances targeted or
tailored health communications are more
effective than generic ones. (Targeting
involves using information about shared
characteristics of a population subgroup to
create a single intervention approach for
that group. In contrast, tailoring is a process
that uses an assessment to derive
information about one specific person, and
then offers change or information strategies
for an outcome of interest based on that
person’s unique characteristics.)3
Most health behavior theories can be
applied to diverse cultural and ethnic
groups, but health practitioners must
understand the characteristics of target
populations (e.g., ethnicity, socioeconomic
status, gender, age, and geographical
location) to use these theories correctly.
There are several reasons why culture and
ethnicity are critical to consider when
applying theory to a health problem. First,
morbidity and mortality rates for different
diseases vary by race and ethnicity; second,
there are differences in the prevalence of
risk behaviors among these groups; and
third, the determinants of health behaviors
vary across racial and ethnic groups.
What People in the Field Say About Theory
“Theory is different from most of the tools
I use in my work. It’s more abstract, but
that can be a plus too. A solid grounding
in a handful of theories goes a long way
toward helping me think through why I
approach a health problem the way I do.”
— County Health Educator
“I used to think theory was just for
students and researchers. But now I have
a better grasp of it; I appreciate how
practical it can be.”
— State Chronic Disease Administrator
“By translating concepts from theory
into real-world terms, I can get my staff
and community volunteers to take a closer
look at why we’re conducting programs
the way we do, and how they can succeed
or fail.”
— City Tobacco Control Coordinator
“A good grasp of theory is essential for
leadership. It gives you a broader way
of viewing your work. And it helps create
a vision for the future. But, of course, it’s
only worthwhile if I can translate it clearly
and simply to my co-workers.”
— Regional Health Promotion Chief
“It’s not as hard as I thought it would be
to keep up with current theories. More
than ever these days, there are tools and
workshops to update us often.”
— Patient Education Coordinator
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Part 2
Theories and Applications
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The Ecological Perspective: A
Multilevel, Interactive Approach
Contemporary health promotion involves
more than simply educating individuals
about healthy practices. It includes efforts
to change organizational behavior, as well
as the physical and social environment of
communities. It is also about developing and
advocating for policies that support health,
such as economic incentives. Health
promotion programs that seek to address
health problems across this spectrum
employ a range of strategies, and operate
on multiple levels.
The ecological perspective emphasizes the
interaction between, and interdependence
of, factors within and across all levels of a
health problem. It highlights people’s
interactions with their physical and socio
cultural environments. Two key concepts
of the ecological perspective help to identify
intervention points for promoting health:
first, behavior both affects, and is affected
by, multiple levels of influence; second,
individual behavior both shapes, and is
shaped by, the social environment
(reciprocal causation).
To explain the first key concept of the
ecological perspective, multiple levels of
influence, McLeroy and colleagues (1988)4
identified five levels of influence for health-
related behaviors and conditions. Defined
in Table 1., these levels include: (1)
intrapersonal or individual factors; (2)
interpersonal factors; (3) institutional or
organizational factors; (4) community
factors; and (5) public policy factors.
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Figure 2. A Multilevel Approach to Epidemiology
Social and Economic Policies
Institutions
Neighborhoods and Communities
Living Conditions
Social Relationships
Individual Risk Factors
Pathophysiological
Pathways
Individual/Population
Health
Genetic/Constitutional
Factors
Envir
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Li
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co
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Source: Smedley BD, Syme SL (eds.), Institute of Medicine. Promoting Health: Strategies from Social and Behavioral
Research. Washington, D.C.:, National Academies Press, 2000.
Table 1. An Ecological Perspective: Levels of Influence
Concept
Intrapersonal Level
Interpersonal Level
Community Level
Institutional Factors
Community Factors
Public Policy
Definition
Individual characteristics that influence behavior, such as
knowledge, attitudes, beliefs, and personality traits
Interpersonal processes and primary groups, including
family, friends, and peers that provide social identity,
support, and role definition
Rules, regulations, policies, and informal structures, which
may constrain or promote recommended behaviors
Social networks and norms, or standards, which exist as
formal or informal among individuals, groups, and
organizations
Local, state, and federal policies and laws that regulate
or support healthy actions and practices for disease
prevention, early detection, control, and management
In practice, addressing the community level
requires taking into consideration
institutional and public policy factors, as well
as social networks and norms. Figure 2.
illustrates how different levels of influence
combine to affect population health.
Each level of influence can affect health
behavior. For example, suppose a woman
delays getting a recommended
mammogram (screening for breast cancer).
At the individual level, her inaction may be
due to fears of finding out she has cancer.
At the interpersonal level, her doctor may
neglect to tell her that she should get the
test, or she may have friends who say they
do not believe it is important to get a
mammogram. At the organizational level,
it may be hard to schedule an appointment,
because there is only a part-time radiologist
at the clinic. At the policy level, she may
lack insurance coverage, and thus be
unable to afford the fee. Thus, the outcome,
the woman’s failure to get a mammogram,
may result from multiple factors.
The second key concept of an ecological
perspective, reciprocal causation, suggests
that people both influence, and are
influenced by, those around them. For
example, a man with high cholesterol may
find it hard to follow the diet his doctor has
prescribed because his company cafeteria
doesn’t offer healthy food choices. To
comply with his doctor’s instructions, he can
try to change the environment by asking the
cafeteria manager to add healthy items to
the menu, or he can dine elsewhere. If he
and enough of his fellow employees decide
to find someplace else to eat, the cafeteria
may change its menu to maintain lunch
business. Thus, the cafeteria environment
may compel this man to change his dining
habits, but his new habits may ultimately
bring about change in the cafeteria as well.
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An ecological perspective shows the
advantages of multilevel interventions that
combine behavioral and environmental
components. For instance, effective
tobacco control programs often use
multiple strategies to discourage smoking.5
Employee smoking cessation clinics have
a stronger impact if the workplace has a
no-smoking policy and the city has a clean
indoor air ordinance. Adolescents are
less likely to begin smoking if their
peers disapprove of the habit and laws
prohibiting tobacco sales to minors
are strictly enforced. Health promotion
programs are more effective when
planners consider multiple levels of
influence on health problems.
Theoretical Explanations of Three
Levels of …
Health behavior and Theory: What and why?
PH 587: Health Behavior
Let’s check in
Initial thoughts on reading?
Why do we use theory?
Questions about sites or readings?
Theory at a Glance
Healthy People 2030
CDC leading causes of death
CBT
County health rankings
WKU health ed and promotion
2
But first, health behavior
What is the difference between health education and health promotion?
Examples of each?
Both have a central focus of health behavior
Health ed focuses on changing health behavior through educational interventions
Health promotion is a broader term that encompasses not only educations activities, but also organizational, environmental, and economic interventions that support activities conducive to healthy behavior,
3
Leading causes of death (CDC, 2019)
Heart disease: 659,041
Cancer: 599,601
Accidents (unintentional injuries): 173,040
Chronic lower respiratory diseases: 156,979
Stroke (cerebrovascular diseases): 150,005
What social factors are associated with these?
What is ACTUALLY the leading causes of death? (Tobacco 4 of the top 5, poor diet/lack of physical activity, alcohol…)
Social factors:
Low education (245,000 deaths)
Racial segregation (176,000 deaths)
Low social support (162,000 deaths)
Individual-level poverty (133,000 deaths)
Income inequality (119,000 deaths)
Area-level poverty (39,000 deaths)
(Galea, Tracy, Hoggatt, DiMaggio, & Karpati, 2011)
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Changing context
Major causes of death in the U.S.
Chronic vs. Infectious Disease
Greatest gains come from public health advances not medicine
Clean water
Sewage
Food
Etc.
Reemergence of infections disease
Infectious disease e.g., polio, TB, etc.
How do we address these issues?
Emerging issues: access, health care issues. More money spent in US than any other country, yet we rank 37 (WHO, 2020). We are also seeing a DECLINE in life expectancy.
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Health behavior
What “product” are we trying to sell to the public?
What are the challenges involved in selling this “product?”
What is our competition?
Why is changing health behavior so challenging?
Perception
Why is identifying our population and our setting important?
Some topic areas of health ed? Think back to what ACTUALLY causes death.
Some settings to address issues? (schools, work, health dept, communities, etc.).
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Perception versus reality
Perception
Immediate benefits outweigh long term risk
Alcohol use
Diet
Sedentary lifestyle
Unprotected sex
Sun-tanning
NCHA-III_SPRING-2021_UNDERGRADUATE
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Factors to consider in designing intervention
Health and social characteristics
Beliefs
Attitudes
Values
Skills
Past behavior
Sociodemographic
Life cycle stage
Disease status
Why is it crucial for us to consider these factors? How could not considering them hinder the intervention? Consider the obesity study
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Introducing…THEORY!
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What is a theory?
presents a systematic way of understanding events or situations.
It is a set of concepts, definitions, and propositions that explain or predict these events or situations by illustrating the relationships between variables.
by their nature abstract; that is, they do not have a specified content or topic area.
Models may draw on several theories to help understand a particular problem in a certain setting or context. They are not always as specified as theory.
Many health behavior theories draw from social and behavioral sciences (psychology, sociology, anthropology, and marketing are some examples). This will be obvious as we discuss some of these in greater detail over the course of the semester.
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Some terms to know
Concepts are the primary elements of a theory.
Constructs are concepts developed or adopted for use in a particular theory. The key concepts of a given theory are its constructs.
Variables are the operational forms of constructs. They define the way a construct is to be measured in a specific situation. Match variables to constructs when identifying what needs to be assessed during evaluation of a theory-driven program.
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Theory and health behavior
We can use theory to investigate the “why,” “what,” and “how” health problems should be addressed.
This can help us clarify why people do or do not engage in certain behaviors.
Why do people behave in healthy or unhealthy ways?
Explanatory theory: why a problem exists.
change theory: guides development of health interventions.
True or False?
If people understood the health risks or benefits of engaging in a particular behavior, they would make wise choices.
Many people assume that educating people will resolve the issue.
12
consider
Physicians experience some of the highest rates of drug addiction among any profession.
Why?
How many of you floss, use sunscreen, drive safely, eat in moderation consistently, exercise, and use prophylactics?
Why?
Many assume educating is sufficient for resolving health behavior issues.
But don’t we all know better?
How can CBT be used to address health behaviors?
13
Theory and health behavior continued
Education is NECESSARY but not SUFFICIENT.
Behaviors may be influenced by other factors and not necessarily health concerns.
Examples?
What is the primary motivation for adolescents to brush their teeth? (kissing)
What could be a factor for drinking responsibly? (don’t want to get “sloppy” or hook up with someone you wouldn’t necessarily want to under sober circumstances)
14
Social determinants of health
“Social and health programs generally tend to focus on giving people skills to beat the odds to overcome the structural barriers to successful and healthy lives. In the long run, it makes more sense to change the odds so that more people have a wider and more accessible range of healthy choices.” (Wallack et al., 1993, p.204)
Social, cultural, economic factors may outweigh health concerns
Examples?
Reduce poverty/increase jobs
HPV vaccine
Air bags
Interlock ignition devices for cars
Removing trans-fat
Banning tobacco advertising & use
Safe, convenient, inexpensive places to exercise
15
Why use theory?
Increases the chance of program success.
Program planners use theories to shape the stages of planning and to answer:
Why, What and How?
Why are people doing what they are doing?
What information do they need? What should be monitored?
How will the information be received best?
Theories and models explain behavior and suggest ways to achieve behavior change.
It helps us predict what interventions will work best, then to test those predictions to expand, refute, or modify predictions.
16
Why use theory continued
Theories can explain and predict virtually all behaviors
Consider survey research
Scientists can predict your ATOD, sexual behavior, diet, exercise, etc. based on how you respond to certain questions
Interventions can and should be designed based on theoretical research
Too often practitioners use their intuition, rather than science to guide their intervention efforts.
What is an “anecdote?”
17
Theoretical frameworks
Used to organize thoughts and planning or research, analysis, and intervention.
Theory packages new knowledge into an understandable form related to something.
Assumptions
Concepts
Constructs
Assumptions: what we take for granted
18
Create your own need for theory
Get with a partner:
Identify all the reasons you exercised in the last week.
Identify all reasons you didn’t exercise as much as you wanted to:
Did themes emerge?
Possible themes:
Self-efficacy
Habit
Social support
Peer pressure or norm
Expectancies/attitude
19
Evaluating a theory
Can it be tested?
Is it logical?
Is it plausible?
Is it useful?
Clarity
Generality
20
Empirical validity and rigor
Finding a good fit for a theory is important.
Empirical validity is where you review the literature to assess studies that address or use particular theories.
Evaluate the studies as a whole. Are there enough to warrant the use of this theory?
Rigor. Determine the strength of the studies. Is there empirical support? Does the purpose of study and the theoretical framework fit? Can hypothesis be deduced from the theory?
21
How to use theory
Ideas?
22
Fun theory piano
Empirical evidence
Consider WHO you want to help change.
Age group?
Race?
Ethnicity?
Gender?
SES?
Disadvantaged?
Future leaders?
Evaluate
How to use theory continued
What were they addressing? What was their theory?
Why is deciding WHO you want to help important in how you apply theory?
23
24
Let’s recap
Thoughts?
Why do we use theory?
What is our job?
25
Glanz, K., & Rimer, B. K. (1997). Theory at a glance: a guide for health promotion practice. Bethesda, Md.: U.S. Dept. of Health and Human Services, Public Health Service, National Institutes of Health, National Cancer Institute.
Glanz, K., Rimer, B. K., & Viswanath, K. (2008). Health behavior and health education: Theory, Research, and Practice 4th edition. San Francisco, CA: Jossey-Bass.
References
26
Question 1
According to the research article on use CBT for a sleep health program among college students, thrw study found that compared to an equal length comparison program, participation in an e-mail delivered self-help CBT-1 based program was associated with greater improvements in sleep quality and greater reductions in symptoms of depression among college students with low sleep quality at baseline
· True
· False
Question 2
Which of these is Not a Leading cause of death in the US?
· Homicide
· Cancer
· Heart disease
· stroke
Question 3
After reading CBT, how can health educators use concepts from CBT to approach health behavior interventions?
Question 4
According to theory at a Glance. “health behavior and health promotion theories draw upon various disciplines, such as’
· psychology
· anthropology
· sociology
· consumer behavior and marketing
Question 5
What was your biggest take-way from the reading? Are there any question you have about any the material so far?
Question 6
According to theory at a glance, “ Most health behavior and health promotion theories were adapted from the social and behavioral sciences. “ why do you think that is ?
Question 7
Why are websites such as healthy people 2030 and county health rankings beneficial when designing an intervention? How can they be used?
CATEGORIES
Economics
Nursing
Applied Sciences
Psychology
Science
Management
Computer Science
Human Resource Management
Accounting
Information Systems
English
Anatomy
Operations Management
Sociology
Literature
Education
Business & Finance
Marketing
Engineering
Statistics
Biology
Political Science
Reading
History
Financial markets
Philosophy
Mathematics
Law
Criminal
Architecture and Design
Government
Social Science
World history
Chemistry
Humanities
Business Finance
Writing
Programming
Telecommunications Engineering
Geography
Physics
Spanish
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f. Three Social Entrepreneurship Models
g. Social-Founder Identity
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Calculus
(people influence of
others) processes that you perceived occurs in this specific Institution Select one of the forms of stratification highlighted (focus on inter the intersectionalities
of these three) to reflect and analyze the potential ways these (
American history
Pharmacology
Ancient history
. Also
Numerical analysis
Environmental science
Electrical Engineering
Precalculus
Physiology
Civil Engineering
Electronic Engineering
ness Horizons
Algebra
Geology
Physical chemistry
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When considering both O
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Civil
Probability
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Identify a specific consumer product that you or your family have used for quite some time. This might be a branded smartphone (if you have used several versions over the years)
or the court to consider in its deliberations. Locard’s exchange principle argues that during the commission of a crime
Chemical Engineering
Ecology
aragraphs (meaning 25 sentences or more). Your assignment may be more than 5 paragraphs but not less.
INSTRUCTIONS:
To access the FNU Online Library for journals and articles you can go the FNU library link here:
https://www.fnu.edu/library/
In order to
n that draws upon the theoretical reading to explain and contextualize the design choices. Be sure to directly quote or paraphrase the reading
ce to the vaccine. Your campaign must educate and inform the audience on the benefits but also create for safe and open dialogue. A key metric of your campaign will be the direct increase in numbers.
Key outcomes: The approach that you take must be clear
Mechanical Engineering
Organic chemistry
Geometry
nment
Topic
You will need to pick one topic for your project (5 pts)
Literature search
You will need to perform a literature search for your topic
Geophysics
you been involved with a company doing a redesign of business processes
Communication on Customer Relations. Discuss how two-way communication on social media channels impacts businesses both positively and negatively. Provide any personal examples from your experience
od pressure and hypertension via a community-wide intervention that targets the problem across the lifespan (i.e. includes all ages).
Develop a community-wide intervention to reduce elevated blood pressure and hypertension in the State of Alabama that in
in body of the report
Conclusions
References (8 References Minimum)
*** Words count = 2000 words.
*** In-Text Citations and References using Harvard style.
*** In Task section I’ve chose (Economic issues in overseas contracting)"
Electromagnetism
w or quality improvement; it was just all part of good nursing care. The goal for quality improvement is to monitor patient outcomes using statistics for comparison to standards of care for different diseases
e a 1 to 2 slide Microsoft PowerPoint presentation on the different models of case management. Include speaker notes... .....Describe three different models of case management.
visual representations of information. They can include numbers
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ame workbook for all 3 milestones. You do not need to download a new copy for Milestones 2 or 3. When you submit Milestone 3
pages):
Provide a description of an existing intervention in Canada
making the appropriate buying decisions in an ethical and professional manner.
Topic: Purchasing and Technology
You read about blockchain ledger technology. Now do some additional research out on the Internet and share your URL with the rest of the class
be aware of which features their competitors are opting to include so the product development teams can design similar or enhanced features to attract more of the market. The more unique
low (The Top Health Industry Trends to Watch in 2015) to assist you with this discussion.
https://youtu.be/fRym_jyuBc0
Next year the $2.8 trillion U.S. healthcare industry will finally begin to look and feel more like the rest of the business wo
evidence-based primary care curriculum. Throughout your nurse practitioner program
Vignette
Understanding Gender Fluidity
Providing Inclusive Quality Care
Affirming Clinical Encounters
Conclusion
References
Nurse Practitioner Knowledge
Mechanics
and word limit is unit as a guide only.
The assessment may be re-attempted on two further occasions (maximum three attempts in total). All assessments must be resubmitted 3 days within receiving your unsatisfactory grade. You must clearly indicate “Re-su
Trigonometry
Article writing
Other
5. June 29
After the components sending to the manufacturing house
1. In 1972 the Furman v. Georgia case resulted in a decision that would put action into motion. Furman was originally sentenced to death because of a murder he committed in Georgia but the court debated whether or not this was a violation of his 8th amend
One of the first conflicts that would need to be investigated would be whether the human service professional followed the responsibility to client ethical standard. While developing a relationship with client it is important to clarify that if danger or
Ethical behavior is a critical topic in the workplace because the impact of it can make or break a business
No matter which type of health care organization
With a direct sale
During the pandemic
Computers are being used to monitor the spread of outbreaks in different areas of the world and with this record
3. Furman v. Georgia is a U.S Supreme Court case that resolves around the Eighth Amendments ban on cruel and unsual punishment in death penalty cases. The Furman v. Georgia case was based on Furman being convicted of murder in Georgia. Furman was caught i
One major ethical conflict that may arise in my investigation is the Responsibility to Client in both Standard 3 and Standard 4 of the Ethical Standards for Human Service Professionals (2015). Making sure we do not disclose information without consent ev
4. Identify two examples of real world problems that you have observed in your personal
Summary & Evaluation: Reference & 188. Academic Search Ultimate
Ethics
We can mention at least one example of how the violation of ethical standards can be prevented. Many organizations promote ethical self-regulation by creating moral codes to help direct their business activities
*DDB is used for the first three years
For example
The inbound logistics for William Instrument refer to purchase components from various electronic firms. During the purchase process William need to consider the quality and price of the components. In this case
4. A U.S. Supreme Court case known as Furman v. Georgia (1972) is a landmark case that involved Eighth Amendment’s ban of unusual and cruel punishment in death penalty cases (Furman v. Georgia (1972)
With covid coming into place
In my opinion
with
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The ability to view ourselves from an unbiased perspective allows us to critically assess our personal strengths and weaknesses. This is an important step in the process of finding the right resources for our personal learning style. Ego and pride can be
· By Day 1 of this week
While you must form your answers to the questions below from our assigned reading material
CliftonLarsonAllen LLP (2013)
5 The family dynamic is awkward at first since the most outgoing and straight forward person in the family in Linda
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The most important benefit of my statistical analysis would be the accuracy with which I interpret the data. The greatest obstacle
From a similar but larger point of view
4 In order to get the entire family to come back for another session I would suggest coming in on a day the restaurant is not open
When seeking to identify a patient’s health condition
After viewing the you tube videos on prayer
Your paper must be at least two pages in length (not counting the title and reference pages)
The word assimilate is negative to me. I believe everyone should learn about a country that they are going to live in. It doesnt mean that they have to believe that everything in America is better than where they came from. It means that they care enough
Data collection
Single Subject Chris is a social worker in a geriatric case management program located in a midsize Northeastern town. She has an MSW and is part of a team of case managers that likes to continuously improve on its practice. The team is currently using an
I would start off with Linda on repeating her options for the child and going over what she is feeling with each option. I would want to find out what she is afraid of. I would avoid asking her any “why” questions because I want her to be in the here an
Summarize the advantages and disadvantages of using an Internet site as means of collecting data for psychological research (Comp 2.1) 25.0\% Summarization of the advantages and disadvantages of using an Internet site as means of collecting data for psych
Identify the type of research used in a chosen study
Compose a 1
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effect relationship becomes more difficult—as the researcher cannot enact total control of another person even in an experimental environment. Social workers serve clients in highly complex real-world environments. Clients often implement recommended inte
I think knowing more about you will allow you to be able to choose the right resources
Be 4 pages in length
soft MB-920 dumps review and documentation and high-quality listing pdf MB-920 braindumps also recommended and approved by Microsoft experts. The practical test
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One thing you will need to do in college is learn how to find and use references. References support your ideas. College-level work must be supported by research. You are expected to do that for this paper. You will research
Elaborate on any potential confounds or ethical concerns while participating in the psychological study 20.0\% Elaboration on any potential confounds or ethical concerns while participating in the psychological study is missing. Elaboration on any potenti
3 The first thing I would do in the family’s first session is develop a genogram of the family to get an idea of all the individuals who play a major role in Linda’s life. After establishing where each member is in relation to the family
A Health in All Policies approach
Note: The requirements outlined below correspond to the grading criteria in the scoring guide. At a minimum
Chen
Read Connecting Communities and Complexity: A Case Study in Creating the Conditions for Transformational Change
Read Reflections on Cultural Humility
Read A Basic Guide to ABCD Community Organizing
Use the bolded black section and sub-section titles below to organize your paper. For each section
Losinski forwarded the article on a priority basis to Mary Scott
Losinksi wanted details on use of the ED at CGH. He asked the administrative resident