From You Can Choose To Be Happy, Tom G. Stevens
PhD
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CHAPTER 10:
(and added SHAQ
research-related excerpts from book)
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What are the most important factors for overcoming negative emotions and
leading a happy life? I used four perspectives to discover these
factors—philosophical-spiritual, scientific-psychological, psychotherapeutic,
and personal. I wrote the first edition of this book to share those inner
secrets of happiness. Since writing the first edition, new evidence about ideas
in this book has impelled me to write this revision. I have received many emails
from people worldwide telling me how reading this book has changed their lives.
However, I also wanted scientific evidence. Therefore, I designed the
Success and Happiness
Attributes Questionnaire (SHAQ) by going through the
book chapter-by-chapter and creating questions from the ideas in each chapter.
Such a thorough scientific test of ideas in a self-help book is rare, but I
think it is important. I then gathered data from more than 3400 people who
completed SHAQ (free) on my website. The research results support SHAQ‘s
reliability, validity, and utility as a questionnaire. More importantly, the
results so strongly supported the ideas in this book that they surprised even
me. It seems clear from the results that learnable, internal factors are the
main determinants of people‘s happiness ratings.
As you have seen, I have included the research results side-by-side with
their associated values, beliefs, and skills in each chapter. This chapter
summarizes the main factors that the SHAQ data has linked to overall happiness,
less negative emotions, good relationships, health, and other life success
outcomes. Are
demographic factors important? Do factors like sex,
age, religion, occupation, and ethnicity have significant effects on happiness
and other outcomes? I found only weak or non-significant correlations in almost
all cases. However, some
values and beliefs espoused by religions were
important factors (see below and Appendix F).
______________________________________________________________________________
INDEX OF RESEARCH RESULTS FOR THE
SUCCESS AND HAPPINESS ATTRIBUTES QUESTIONNAIRE (SHAQ)
The Success and Happiness Attributes Questionnaire (SHAQ)
Research evidence for making happiness a top goal 26
Overview, scales,
subjects, methods, meaning of measures 30
The Happiness Quotient
(HQ) and its power to predict 30
Evidence that you can choose
to be happy 30
SHAQ Scales relation to Success in Relationships and Health 31
SHAQ’s
Predictive Power for Income and Academic Success 31
SHAQ and LSQ Coping Scale predicts happiness and success 39
SHAQ Research Results: The
Higher Self 87
SHAQ Research Results:
Overcoming Worst Fears 104
SHAQ Research Results:
Positive World View 114
SHAQ Research Results: Forgiveness
130
SHAQ Research Results: Self-Worth
136
SHAQ and LSQ Research Results: Life Skills 140
SHAQ Research Results: Self-Management and
Coping Skills 140
SHAQ and SRQ Research Results: Interpersonal
Skills 140
SHAQ and SRQ Research
Results: Learning/Academic Skills 140
SHAQ Research Results:
Self-Confidence and Life Skills 143
SHAQ Research Results:
Detailed Relationship Skills 179
SHAQ Research
Results: Internal vs. External Control 180
SHAQ Research Results:
Detailed Learning Skills 194
SHAQ Research Results:
Detailed Coping Skills 251
SHAQ Research Results: Health
Habits 264
SHAQ Research Results:
Self and Time-Management Skills 280
Chapter 10: SHAQ RESEARCH
CONCLUSIONS 282 (This chapter)
Appendix F: Demographic Factors
and SHAQ Outcomes 315
==> For a complete paper presenting a more complete scientific presentation of
the SHAQ click here.
____________________________________________________________________________________________________________________________________
Overview of
SHAQ Research Data Results
SHAQ has 81 scales and subscales reflecting the complexity of key cognitive
factors influencing happiness and success. SHAQ‘s scales are reliable.31 Overall
happiness, depression, anxiety, anger, health, relationship outcomes, highest
personal income, academic achievement, and other factors were measured by
outcome scales that proved to be reliable and face valid.
The SHAQ scales had moderate to high positive correlations with almost all
outcome measures. SHAQ‘s main 56 subscales had surprisingly high multiple
correlations with the
emotional outcomes: with Overall Happiness, R = .87,
EffectSize32 = .75; with Low Depression, R = .73, EffectSize = .53; with Low
Anxiety, R = .68, EffectSize = .43; with Low Anger-Aggression, R = .70,
EffectSize = .49.33 For the subjects who completed all 70 subscales--including
the academic scales34, R = .90, EffectSize = .81 for Overall Happiness. In
addition, the 56 SHAQ subscales32 correlated with the
Relationship Outcomes scale,
R = .70, EffectSize = .47; with the
Health Outcomes scale,
R = .82, EffectSize = .67; with
Highest Income,
R = .49, EffectSize = .24; and with
Educational Attainment,
R = .46, EffectSize = .21.
Behavioral measures
used as outcomes also yielded good results. For example,
for a Major Depression Checklist, R = .60, EffectSize = .36; Amount of Therapy
for Depression, R = .45, EffectSize = .20; and Amount of Medication for
Depression, R = .41, EffectSize = .17.
Important Note: Understanding the
meaning of Correlations (R) and Effect Size.
For those who aren‘t familiar
with research or correlations, let me explain. Correlations range from 0 to
1.00. Zero means no relationship between two variables and 1.00 means a perfect
relationship. For example the correlation between flipping a switch and the
light going on would be near 1.00, because when the switch is up, the light is
on and when down, off.
The correlation
squared (R2) measures the amount of effect or degree of predictive
power (EffectSize). The light switch position might predict 99% of the time
whether the light was on or off (EffectSize = .99). Another example is that some
people think that IQ scores are about 40% caused by hereditary and 60% caused by
learning/environmental factors (of a possible total effect of 100%). If that
were true then the 40% causation by heredity would equal an EffectSize of 0.40
and the 60% causation by learning/environment EffectSize = 0.60.4 [ To
find the EffectSize or predictive power of any
correlation, find the mathematical square (R Square or R2) of the correlation.]
___________________________________________________________________________________________________________________________________
You Can Choose To Be Happy
Determinates of our happiness and other emotions can be divided into four
types—(1) heredity, (2) relatively stable personality factors, (3)
situational-environmental factors, and (4) learned-cognitive factors. These four
overlap.
Heredity and general personality traits resistant to dramatic change are
important factors associated with happiness and negative emotions.36 Due to their stability, they‘re often not the best target
for getting control of emotions. Researchers have also found strong evidence
that we all have a happiness
set-point
that remains relatively stable irrespective of circumstances. For
example people who win the lottery or suffer life-changing disabilities tend to
return to the level of happiness near the one before these life-changing events.
That is good news for those experiencing negative circumstances, but bad news
for those experiencing good circumstances. Therefore, changing circumstances
alone
isn‘t the best way to change happiness levels.
Though this emotional set-point is important, both research and
anecdotal-clinical evidence shows
we can change that set-point.
For example, as people age, they tend to get happier. 37 I have experienced set-point changes in my own life and
have seen changes among many clients and acquaintances. Haven‘t you seen people
become happier or unhappier for prolonged time periods? We can choose to be
happy (and change our
happiness set-point) best by learning how to change
the learned-cognitive factors. This book and the SHAQ research have detailed
many specific emotion-affecting values, beliefs, skills, and habits that we can
learn and control. Step-by-step instructions were often provided. You can adopt
these happiness-influencing factors if you choose. Even if you‘ve had chronic
problems with anxiety, anger, or depression, using strategies such as adjusting
goals-expectations, reframing with Higher Self beliefs, or even exercising
regularly can provide means to ―rise above‖ these negative emotions. Thus, you
really, really can choose to be happy. This isn‘t a choice you can make just
once; you must make it over and over again to establish a new happiness
set-point. Choice of
ultimate concern and top values are primary factors.
My research supported the book‘s assertion that time-honored, internally
centered values are among the most important contributors to happiness, to lower
negative emotions, to better relationships, to better health, and to other
success factors. The more people valued mental or internally-centered values
such as happiness and health for self and others; loving all people
unconditionally; contributing to the world; integrity; self-development; seeking
truth and knowledge; mental challenge; living a balanced life; and loving God
(Higher Power), the happier and more successful they tended to be. Supportive
values include honesty, beauty, kindness, playfulness, competency, efficiency,
simplicity, creativity, diversity, cooperation, understanding, family,
friendship, achieving goals, self-discipline, self-sufficiency, internal
control, optimism, and others. My research (and that of others) shows
significant moderate correlations between these values and happiness, low
negative emotions, relationship success, income, health, and academic success
(Stevens, 2009). Positive existentialist psychologists, such as Victor Frankl
(1969), have long suggested that having positive goals, purpose, and meaning in
life is essential to happiness and success. My data supports that assertion. The
data show that people with stronger commitments to almost any values we listed
were happier than people with weaker commitments. Lower value scores may reflect
confusion or lack of thinking about one‘s values as Tillich and the
existentialists suggest. (SHAQ didn‘t test any really negative values such as
―harming others‖ or ―revenge.‖)
In Chapter 1, I (following several philosophers) suggested that a good choice
for an ultimate concern is
happiness for self and others.
Some have argued that since happiness is a by-product of other factors, to make
it a goal is counter-productive. By the same argument, to make health a goal
would undermine our ability to be healthy. However, people who make health a top
goal tend to exercise more, eat healthier, not smoke, and follow other health
practices that clearly increase one‘s odds of being healthy. It‘s a good analogy
for making happiness for self and others a top goal. At age 16, I made happiness
for self and others my top goal, and I first chose to be happy by thinking
positive thoughts when feeling angry. For me, fifty happy years has validated
that decision. The SHAQ research supports these assertions.
A strong Higher Self, Positive World View, Self-Worth, and Internal Control
are important factors related to happiness and other positive outcomes.
These four factors are the titles of four book chapters (3-6 respectively) and
the titles of four SHAQ main scales. These factors are intimately related to
choice of top values, but also need supportive cognitive belief-skill systems.
For example, a person who makes happiness for self and others an ultimate
concern will love himself/herself and others (self-worth), will tend to develop
a more positive and optimistic world view, and will tend to focus on those goals
despite outside pressure to do otherwise (internal control). Finally, this
ultimate concern will be the center of developing a strong ―Higher Self‖
executive cognitive system. Over time with persistent, active learning and
self-development, those cognitive centers will become stronger. The SHAQ
research shows strong correlations between these four scales and happiness and
low negative emotions. They also correlate significantly with health, good
relationships, income, and academic success.
Overcoming generalized fears such as fears of poverty, failure, rejection,
illness, and death. These fears are often the
flip-side of one‘s top values and goals. For example people whose most important
value is family
may have the greatest fear of losing their family. Since
our top values have both emotional and behavioral control over us, it is
important to choose them carefully.
Internally-centered values
such as happiness, love, integrity, and learning
usually provide us with more control over their satisfaction.
Externally-centered values
such as career success, being loved, or wealth are
less controllable, and our lack of control over them increases uncertainty and
anxiety. For example, we can control our loving someone and being kind to them,
but we cannot control their loving us back or treating us well. In this sense,
it is often better to give than receive. The SHAQ results show sizable
correlations between these low fears and emotions (happiness and low negative
emotions). Means of identifying and overcoming these fears are described in
Chapters 2, 4, and elsewhere.
Life Skills: self-management, emotional coping, learning, and interpersonal
skills are very important. SHAQ research results
strongly support the importance of these key life skill areas. SHAQ results
showed greater happiness, lower negative emotions, better relationships, and
better health associated with each of the following skill areas. The areas
discussed in detail were:
Self-management (Chapter 9).
Values clarification and
change, goal-setting, and the OPATSM self-management model
skills were presented step-by-step.
Emotional
coping skills (Chapter 8-elsewhere). Examples: CHUG-OF
and LAPDS methods. Positive thinking, communication, action, and adjusting
goals-expectations are some important types of positive coping skills examined.
Learning skills
(Chapter7) were not only associated with academic success,
being happier, and having lower negative emotions but were among the best
predictors of personal income. Many business leaders say continued learning and
self-development were key factors in their success.
Interpersonal skills (Chapter 6, appendix E). I
included detailed, key assertive intimacy and conflict-resolution beliefs and
skills that our data show are important in all kinds of relationships—especially
intimate ones.
Personal competency and self-confidence are important.
The SHAQ research shows strong correlations between people‘s
estimates of their competencies and outcome measures. This relationship was true
for almost every type of competency measured. Self-confidence/competence is
important for higher happiness and lower negative emotions. Life skills can
affect emotions (1) via increased
knowledge and confidence,
(2) via goal success,
and (3) via creating more
positive living environments
(including work and social environments). Strengthen
the university in your
head (all areas of knowledge).
The rich get richer—good
correlates with good. The overwhelming majority of
SHAQ scales and subscales had significant positive correlations with each other.
If a person has one functional factor, it spreads its influence to other factors
(possibly by generalization and reinforcement). In Chapter 3 I discussed how a
fundamental value/goal change can have far-reaching effects on the personality
and behavior.
Happiness and other emotions are determined directly by complex internal
cognitive dynamics—the Harmonious Functioning Model. The
Harmonious
Functioning (HF) Model (Chapter 7) is my understanding
of how complex cognitive and emotional factors work together. (The cognitive
system is the entire ―higher‖ perceiving-thinking part of your brain.) The
Harmonious Functioning (HF) model proposes that the ―goal‖ of the cognitive
system is to maximize learning, development, internal harmony, efficiency, and
control. The brain uses emotions as feedback-motivators to obtain these goals.
If the cognitive system is processing harmoniously, then it produces positive
emotions—if not, negative emotions. Cognitive subsystems constantly attempt to
understand inputs by matching expectancies to them. If there is too much
mismatch, then the cognitive subsystem searches for other understandings to
match against the inputs. The cognitive system‘s search for answers creates
stimulation. Too much
confusion/stimulation produces overarousal emotions
such as anxiety. On the other hand, if inputs contain
too little new information,
then the cognitive system is understimulated and
produces underarousal emotions such as apathy, boredom, or depression. These
dynamics are complex. For example a person may be overwhelmed (producing
anxiety), then ignore or avoid the situation. The result would probably be
understimulation, apathy, and/or depression. In this model the emotions are
vital functional aspects of the cognitive system. Anxiety provides us with
valuable feedback that our understandings, expectations, goals, or plans are
confused or invalid and not able to adequately cope with the input situation.
We need to find new
ways to cope with the input. For example we may have
inadequate plans to cope with an unexpected or difficult situation. Developing a
good plan can immediately reduce anxiety. A lost and anxious driver who gets a
good map can suddenly feel much better. On the other hand, boredom, apathy, or
depression tells us we are underchallenged. The underchallenge may be because we
have too much routine and too little challenge. The underchallenge could be
because we failed or even completed an important goal and are now
goalless.
Alternatively, we may have lost an important person, job, or other part of our
life and feel empty. Depression tells us we need to set new,
optimally-challenging goals and/or create more optimally-challenging situations.
Finding new interests, new people, new ways of thinking, or other new goals or
situations can immediately reduce boredom, apathy, and depression. It may seem
amazing how a depressed person can watch a good movie, listen to beautiful
music, take on a challenging task, or get into a good conversation; and suddenly
their depression lifts during that activity. The depression is a wake-up call
that we need to make changes. Anxiety or depression can be catalysts for major
life turning points. Anxiety and depression can be very uncomfortable; but that
is their value. They motivate us to change our cognitions and life so that we
can be happy.
My data is consistent with the Harmonious Functioning Model. I have also
shown how the HF model (1) integrates ideas from the field of learning with the
field of motivation and emotions and (2) provides a simple way to think about
both good learning strategies and powerful emotion-altering tactics. For
example, Chapter 7 describes learning strategies and Chapter 8 describes methods
of ―adjusting your emotions like adjusting a thermostat.‖ SHAQ data supports the
effectiveness of these learning methods and emotional control methods. Aristotle
understood the close connection between our cognitive system and our emotions.
About mental harmony, long ago he said,
Happiness, therefore, must be some form
of contemplation…
He who exercises his intellect and cultivates it seems to be both in the best
state and most dear to the gods…
so that in this way too the wise man will more than any other be happy.
Book Conclusion: Do You Choose To Be Happy?
Religions have taught millions of people how to be happy. Philosophers,
psychologists, books, self-help groups, and others have taught millions more.
People can learn to be happier! Maslow (1954, 1962) led a movement focusing on
positive human factors and self-actualization. American Psychological
Association (APA) president Martin Seligman edited the classic
American Psychologist
Special Issue on happiness and positive psychology (2000)
launching the new millennium in a positive direction. The resulting positive
psychology research is partially incorporated in this edition. The SHAQ data did
not find any single earthshaking factor that creates happiness alone; instead,
my data paints a comprehensive picture of the
multitude of cognitive
factors involved. A person scoring high on these
factors--a high
Happiness Quotient (HQ)--will have a high chance of
being happy. The good news: if only one factor were involved, our happiness
would be entirely tied to that factor. The more factors involved, the less we
are affected if something goes wrong with one. Thus, the more strengths we have,
the greater our chances for happiness--no matter what happens to us. A higher HQ
increases our ability to ―rise above‖ negative emotions or to avoid them
altogether. SHAQ data supports the conclusion that this robust multitude of
cognitions are not only important for achieving a good emotional life, they are
important for achieving health, good relationships, and academic and career
success. Because of their specificity, most of these cognitions are
learnable
and
teachable beliefs and skills, and not general,
heritable traits. I have described many in detail in this book; and you can
complete SHAQ (free) on my website to test yourself. Then you can begin raising
your own HQ and help others too. My SHAQ research paper has been read by experts
looking for alternative explanations of the data; but currently there is no
reason to believe that the data aren‘t what they appear to be—strongly
supportive of the ideas presented here. I have described in detail--and the SHAQ
results have supported in detail—that these
controllable factors
are associated with happiness and success. The key factors
are not money, status, or other external factors; they are what‘s inside—your
values, beliefs, knowledge, skills, and habits. Top values such as happiness for
self and others, love, truth, knowledge, growth, health, beauty, integrity, and
productivity are central. Developing beliefs, skills, and habits supporting
these values in each life area gives you a robust set of personality factors
that shields you against misfortune and bad circumstances. They increase your
chances for rising above difficulty to find happiness. These positive internal
factors can also help you create or gravitate toward environments and people who
will contribute to your happiness and success.
When I was 16, I made a decision to make happiness a top goal in my life and
wrote my first ―How to be Happy‖ guidelines. Over 50 years later, those
happiness guidelines have been transformed into this book, and I‘m very grateful
for a happy, blessed life. I am convinced that if you follow these guidelines
through the years, you can be happy and help the world become a little happier
place. Start Your
Choose to be Happy Self-Development Program
1. Use the Choose To Be Happy
Checklist (Appendix A). Put it in a central place and
review it regularly. Use this book as a reference manual.
2. Use the OPATSM system
weekly. Examine your top values and goals, and
organize your time and your life focused upon them.
3. Complete SHAQ
and examine the results and your values, beliefs, and skills.
Pick a few self-development goals to focus on. Then start testing new beliefs,
goals, and actions/activities to improve your life. Save your complete results
and HQ score. 4. Be
persistent, learn from results, and don’t give up. Practice rising above difficult circumstances. Read, find role models, regularly
analyze your own beliefs, thoughts, and actions related to their happiness
effects and other outcomes. These are the first steps after reading this book to
take for maximizing your happiness, health, and success.
Notes:
31 Cronbach alphas were > .80 for almost all main scales and subscales > 5
items. 32 EffectSize
(R2) is the effect percentage accounted for. Example:
if factor X is 100% the cause of factor Y, the EffectSize=1.00; 50% of the
effect is EffectSize=.50. 33 Number of subjects (N) = 1123 for those
analyses—users taking all scales. Correlations with Ns near 3400 were consistent
with those from the smaller sample of 1123 users taking all the scales. 34
Number of subjects (N) =224. 35 Varimax rotation; non-orthogonal factors.
36 A meta-analysis of 137 studies found several general personality factors
to be significantly associated with happiness and/or negative emotions. These
include the Big 5 traits of low neuroticism, extraversion, and agreeableness;
self-esteem; internal control; and hardiness (DeNeve & Harris, 1998).
37 See Lyubomirsky, Sheldon, & Schkade, 2005, about set point and
adaptability.
Factor analyses demonstrated the scales‘ and subscales‘ relative autonomy
from each other.35
Users rated the interest and usefulness of SHAQ with a
mean of 6.1 of a possible 7.0 rating.
More specific results of SHAQ‘s scales and subscales are found near the end
of each chapter and in other locations--see the Index of SHAQ results below for
page numbers. (For more research detail, see Stevens, 2009.)
I
wish you a healthy, happy life; and I hope you help spread happiness wherever
you go.
(End
of Chapter 10)
___________________________________________________________________________________________________________________
Other Research
Results Citations
Copied from the Revised 2010 Edition of
Dr. Stevens' book, You Can Choose To Be Happy
(To see a free pdf copy of the actual
book, click here)
Citation 1, page 26
Research evidence for choosing to make happiness a top goal.
My research supports the proposition that making happiness as a top goal leads
to being happier; having less depression, anxiety, and anger; having better
relationships; being healthier; and being more successful in some ways. Out of
almost 3400 people tested, making happiness a top goal correlated .45 with
happiness, .22 with Low Depression, .19 with Low Anxiety, .32 with Low
Anger-Aggression, .30 with Health Outcomes, and .40 with good Relationship
Outcomes (Stevens, 2009). In addition, there is a great deal of evidence that
people who are happier tend to be more successful in many life areas (Lyubomirsky, King, & Diener,
2005).
Citation 2, page 30
What is our
Happiness Quotient (HQ)?
In his book, Your Erroneous Zones, Dr.
Wayne Dyer uses a concept he calls your "Happiness IQ.‖ One well-accepted
definition of intelligence is an ability to learn from experience and solve
problems effectively.
Dr. Dyer points out that abilities to solve math problems or other difficult
intellectual problems can be very useful. However, they are not nearly as
important as the ability to solve the basic life problems necessary for finding
happiness. Dr. Dyer calls this concept our "Happiness IQ" and asserts that it is
the most important type of intelligence. Salovey and Mayer‘s (1990) concept of Emotional Intelligence
(EQ) also stresses the importance of learned skills for getting control of
emotions. Goleman‘s popular book about EQ helped garner a great deal of research
support. Martin Seligman, as president of the American Psychological Association
(APA), renewed a
Positive Psychology movement in our country. Seligman stressed learned
optimism and other learned cognitive factors for helping individuals and society
become happier and more productive (Seligman and Csikzentmihalyi, 2000). His
efforts triggered a new round of positive psychological research. Before writing
the first edition of this book, my own study (Stevens, 1987) of more than 4,000
college students found that many key cognitive, self-management, and
interpersonal skills correlated significantly with their happiness and other
success factors. Now I use the term Happiness Quotient (HQ)
to mathematically summarize a host of personal factors identified by our
research as strongly predicative of happiness, other emotional outcomes, and
some life success measures. A goal of this book is to help you increase your HQ.
Citation 3, page 30
RESULTS OF RESEARCH
TESTING THIS BOOK’S IDEAS
The Success and Happiness Attributes Questionnaire (SHAQ).
My previous research with the
Life Skills Questionnaire (LSQ) and Stevens Relationship Questionnaire (SRQ) was
a partial basis for ideas in the first edition of this book (Stevens, 1987;
Stevens and Stevens, 1995). Though I received many emails telling how much the
book had helped people, I wanted to more thoroughly test its contents. So I
developed a free online questionnaire, the Success and Happiness Attributes
Questionnaire (SHAQ). I systematically went through each chapter, taking each
main idea, and turning it into questions. Thus, SHAQ is able to test the ideas
in this book in a detailed way rarely found in other self-help books. SHAQ is
also used as a self-development tool and can be coordinated with the book
contents so readers can get feedback about their progress and improve individual
personal attributes and their overall Happiness Quotient (HQ).
This book assumes a cognitive systems model of personality and emphasizes the
importance of
learned-controllable cognitions (values, beliefs, knowledge, thoughts, and
skills). I (and many other psychologists) believe that our cognitions are the
primary causes of both our emotions and our behavior. Happiness and success of
all kinds are determined by a combination of three basic types of causes.
1-cognitive/learned, 2-environmental/conditional, and 3-hereditary/genetic
factors. The first two types are the most controllable.2 In the next chapter, I
will call these factors internal and external routes to happiness. SHAQ can help
readers get specific feedback and advice about these cognitive learned HQ
factors.
Who took SHAQ?
When I analyzed this data, more than 3400 users had taken SHAQ on the Internet
(free). They were a diverse group with a wide variety of ages, occupations,
locations (27% outside the U.S.), ethnic groups, religions, and other factors.
When asked what they wanted from SHAQ, 72% wanted to learn more about themselves
and 63% said they wanted help with a problem.
The SHAQ scales.
SHAQ is composed of 81 scales and subscales consisting of those questions taken
directly from statements in this book. For example the chapter on self-worth and
self-confidence is represented by two scales—one with each name. Each of the
nine Self-Development Plan parts listed in the box below is represented by one
or more SHAQ scales.
What was tested—the happiness and success outcome scales.
I wanted to test how specific
values, beliefs, and skills taught in this book are related to people‘s
happiness and success. To assess happiness and success outcomes I created the
following scales: Overall Happiness, Low Depression, Low Anxiety, Low Anger,
Relationship Outcomes, and Health Outcomes. 3 The highest personal income and
academic achievement measures were also used.
Understanding the meaning of correlations and predictive power.
For those who aren‘t familiar
with research or correlations, let me explain. Correlations range from 0 to
1.00. Zero means no relationship between two variables and 1.00 means a perfect
relationship. For example the correlation between flipping a switch and the
light going on would be near 1.00, because when the switch is up, the light is
on and when down, off.
The correlation
squared (R2) measures the amount of effect or degree of predictive
power (EffectSize). The light switch position might predict 99% of the time
whether the light was on or off (EffectSize = .99). Another example is that some
people think that IQ scores are about 40% caused by hereditary and 60% caused by
learning/environmental factors (of a possible total effect of 100%). If that
were true then the 40% causation by heredity would equal an EffectSize of 0.40
and the 60% causation by learning/environment EffectSize = 0.60.4
{Note: 2 Medications can have diverse, generalized, and often
unknown effects; and can be helpful with some problems such as severe depression
or severe anxiety. 3 NOTES: The
Overall Happiness scale measures happiness in each life area and for the
past, present, and expected future. The
Low Depression and Low Anxiety scales measure depression or
anxiety-related feelings and thoughts, amount of therapy and medication for
depression or anxiety, and questions related to official psychiatric diagnoses
of Depression and Anxiety (from the DSM-IV). Since I want a high score on all
scales to indicate a desirable score, I scored the negative emotion scales in
reverse. The ―Low‖ label means the scales were scored in reverse: a
person with low Anxiety would receive a high ―Low Anxiety‖ scale score. The
Low Anger-Aggression scale includes anger-related feelings and thoughts and
aggressive acts. The Health Outcomes scale includes frequencies of
illness; drug, cigarette, and alcohol use; low weight, and physical conditioning
(negative items were scored in reverse). The Relationship Outcomes scale
measures marital/romantic relationship and friendship success. }
The
Happiness Quotient (HQ) as a Predictor of Happiness
What if you could combine the predictive power of all of the SHAQ scales
together to predict people‘s chances of being happy and successful? I created
the Happiness Quotient (HQ) to mathematically combine all SHAQ‘s scales. The HQ
yields a score analogous to an IQ score (which measures intelligence). The
research results show that the SHAQ-based HQ is a powerful predictor of
happiness, depression, anxiety, and anger. SHAQ users can obtain their HQ score
free on my website and improve it by reading this book.
Evidence that You Can
Choose To Be Happy
I used a combined score5 similar
to the HQ score to test SHAQ‘s (and the book‘s) overall predictive power. The
SHAQ scales had moderate to high positive correlations with almost all outcome
measures. SHAQ‘s scales had surprisingly high correlations with the emotional
outcomes. SHAQ‘s 56 subscales correlated with
Overall Happiness,
R = .87. SHAQ‘s EffectSize of .75 means SHAQ can predict Overall Happiness with
about 75% accuracy. That high degree of predictive power is very unusual for
psychological factors and supports the book‘s premise that happiness is largely
determined by learnable cognitive factors. You
can
choose to be happy! SHAQ also correlated with
Low Depression,
.73 (EffectSize, .53); with
Low Anxiety,
.67 (EffectSize, .43); and with
Low Anger-Aggression,
.70 (EffectSize, .49). These numbers are also high for psychological research.
Some people believe that they cannot choose to be happy. They think that
biological or environmental factors are so powerful, they cannot influence their
own emotions. That belief alone can become a self-fulfilling prophesy—helping
doom them to unhappiness. Our evidence strongly contradicts their belief.
No one can be happy all the time. However, we can all choose to
maximize
our happiness—given our unique biological and environmental
situations. Thus, we can all choose to be happy and then try our best to
maximize our happiness. You may truly not know how to influence your own
happiness right now. However, you can
learn
how to maximize your happiness—as many others have. This learning
strengthens your cognitive system and gives it more control over your emotions.
Read this book and apply what you learn! The evidence from SHAQ strongly
supports these statements, as does evidence from many other sources.
NOTE: To find the EffectSize or predictive power of any
correlation, find the mathematical square (R Square or R2) of the correlation.
NOTE:
Often the sum of several predictor variables‘ correlations with
an outcome variable is greater than 1.0 because the predictor variables
correlate with each other. They
share
some of predictive power. I will use the term ―EffectSize‖
instead of ―R Square".
5 The scales were mathematically combined using a
linear regression equation such as 3x + 2z to predict y. In this case the
dependent variable ―y‖ is actually an outcome variable such as happiness and the
x and z predictor variables are variables such as ―Positive World View‖ or
―Self-Worth.‖ The ―weights‖ 2 and 3 are examples only. The actual values were
determined mathematically by a regression analysis.
Relationship of SHAQ Scales to Success in Relationships and Health
SHAQ‘s correlation with the Relationship Outcomes scale was .69. The
predictive power (EffectSize) was 47%. The factors identified in this book that
make people happier also tend to help them have better relationships, which in
turn help people be happier. SHAQ correlated with the Health Outcomes Scale R =
.82. The predictive power (EffectSize) was 67%. So the implication is that
living by the same factors that make you happier also makes your healthier!
Citation 4, page 31
SHAQ’s
Predictive Power for Income and Academic Success
For the users over age 25 completing all of SHAQ including the
learning-academic scales, the SHAQ correlation with highest personal income was
.62 and the predictive power (EffectSize) was 38%. The correlation with highest
education completed was .58 and the predictive power, 34%. SHAQ correlated with
college grade point average (GPA),.56; the predictive power was 32%. Learning
motivation and skills were particularly important factors for predicting both
highest personal income and educational achievement.6 So while SHAQ was not as
good predicting income and academic success as it was emotional, health, and
relationship outcomes; it was still a good predictor and better than most found
in other research.
Summary: the factors identified in this book proved to be strong predictors
of happiness, health, and success.
Several thousand correlations
were computed in this study, which in some respects is one of the most
comprehensive studies ever undertaken on the relationship between cognitive
factors and human emotions. SHAQ‘s non-academic scales consist of 71 independent
scales-subscales.7
Of the several thousand
correlations computed, almost every one was statistically significant in the
direction predicted by this book—a remarkable consistency not often found in
research. The size and predictive power of the relationships was surprisingly
high--even to me. In each chapter, I will summarize research results for the
scale(s) developed from that chapter‘s contents. You may want to complete SHAQ
yourself (free) to test yourself as a pretest before you read this
book. You may
Citation 4 p39
How we choose to react to upsetting emotions has a major effect on our happiness.
When you feel upset what are your most likely responses? Do you eat, drink,
blame it on someone else, withdraw, avoid dealing with it, or just worry? Or, do
you make better emotional coping responses such as solving the problem,
discussing it, giving yourself a pep talk, or taking constructive action to help
yourself feel better? The emotional coping scale
first used on the Life Skills Questionnaire and later on SHAQ contains both
negative and positive coping responses. The Life Skills Questionnaire (LSQ) was
my first questionnaire to study the relationship between thinking/learning,
self-management, and interpersonal skills on life outcomes like success in
college, career, and personal life. Over a four-year period, it was given to
more than 4,000 college students and 385 people established in the community
(Stevens,1986). Some of the conclusions in the first edition of this book were
partially based upon the research using the LSQ. SHAQ incorporated most of the
LSQ items. Overall, the LSQ was quite successful at predicting
outcomes–especially happiness. One of the most interesting findings was how
strongly the Emotional
Coping Skills scale correlated with life success. The correlation between
the coping score and overall grade point average was .25. That‘s almost as good
a predictor as college aptitude test scores such as the SAT! Higher scorers also
tended to have more and happier close relationships. The correlation with
happiness in various life areas was as follows: as a student, .45; in job and
career, .41; in sexual relationship, .31; in friendships, .40; in family, .42.
The correlation with
overall happiness in their life for the past three years was .57. I believe
that this data speaks for itself! How we typically react when we feel upset has
a powerful effect on our overall happiness and success in life. We found
very similar results with SHAQ‘s Emotional Coping scale about 15 years later
(see later in chapter).
Citation 5, page 87
SHAQ Research Results: The
Higher Self
I
created a scale to summarize the main values corresponding to the idea of Higher
Self presented in this chapter. The Higher Self scale consists of the following
values-beliefs: Self-happiness, others‘ happiness; balance present-future,
self-others‘ happiness; base decisions on maximizing happiness for self-others;
value/love self and all unconditionally; accept all parts of self;
gratitude-abundance thinking; integrity; develop personal philosophy; learning,
self-development; exploration/truth; competence, be best I can be; complete all
important goals; independence; self-sufficiency; self-discipline; health and
longevity; life balance; beauty; goodness; and fun and playfulness.
The Higher Self scale correlated with Overall happiness, .50; with Low
Depression, 25; with Low Anxiety, .20; with Low Anger-Aggression, .37; with good
Relationship Outcomes, .44; and with good Health outcomes.37.15 Therefore, our research
supports the idea that these Higher Self values are associated with not only
happiness and low depression, anxiety, and anger; but also with good health,
relationships, and other positive life outcomes (Stevens, 2009).
Citation 6, page 104
SHAQ Research Results:
Overcoming Worst Fears
Because
I suspected that people‘s underlying worst fears were important causes of their
emotions, I created the SHAQ Low Greatest Fears scale and subscales. The Low
Greatest Fears (LowGF) scale had a strong relationship to the Overall Happiness
scale. The correlation was r = .55. The LowGF scale correlated .48 with Low
Depression, .45 with Low Anxiety, and .38 with the Low Anger/Aggression scale.
The LowGF scale also correlated with good Relationship Outcomes, .31; Health
Outcomes, .32; Highest Personal Income, .18; Highest Education Completed, .10;
and College GPA, .19. Greatest Fears Subscales.
The four subscales of the
GF scale and their correlates to outcomes are:
1. Low Fears of Illness and Death:
Happiness,.22; Low Depression,
.22; Low Anxiety, .31; Low Anger, .30; Good Relationships, .09; Health, .25;
Income, .08; Education level, .07; college GPA, .05.
2. Low Fears of Failure and Poverty:
Happiness, .38; Low Depression,
.31; Low Anxiety, .30; Low Anger, .27; Relationships, .16; Health, .23; Income,
.19; Education, .07; College GPA, .07.
3. Low Rejection/Social-Related Fears:
Happiness, .49; Low Depression,
.44; Low Anxiety, .37; Low Anger, .28; Relationships, .32; Health, .26; Income,
.14; Education, .08; College GPA, .06. 4. Low
Self-Related Fears: Happiness,
.57; Low Depression, .48; Low
Anxiety, .43; Low Anger, .38; Relationships, .33; Health, .28; Income, .12;
Education, .08; College GPA, .11. It should be clear that these underlying fears
are substantially related to happiness and success and that working to overcome
them should be a high priority for anyone who chooses to be happy, healthy, and
successful in relationships and other areas of life. Use the self-exploration
techniques (Ch-2), planning, reframing, and other methods suggested in this book
to overcome your worst fears. ---------------------- Note: All correlations, p <
.0001 and N‘s ranged from 2048 to 3199.
Citation 7, page 114 SHAQ Research Results:
Positive World View
Compared to other factors
researchers have studied, SHAQ‘s Positive World View (PWV) scale had a strong
relationship to the Overall Happiness scale. The correlation was r = .72 and the
EffectSize was .52. That means that the PWV scale alone can predict with
52% accuracy our users‘ Overall Happiness score. The PWV correlated .55 with Low
Depression, .47 with Low Anxiety, and .42 with the Low Anger/Aggression. scale
(predicting 30% of the Low Depression scale score, 22% of the Low Anxiety scale
score, and 18% of the Low Anger-Aggression scale score). The PWV scale also
correlated with good Relationship Outcomes, .48; Health Outcomes, .39; Highest
Personal Income, .18; Highest Education Completed, .09; and College GPA, .10.
Positive World View Subscales.
The three subscales of the PWV
scale and their correlates to the outcomes are:
1. Optimism about Self and World.
Happiness,
.54; Low Depression,
.35; Low Anxiety, .28; Low Anger, .26; Good Relationships, .37; Health, .30;
Income, .08.
2. Gratitude and Abundance Thinking.
Happiness,
.72; Low Depression,
.57; Low Anxiety, .45; Low Anger, .36; Relationships, .46; Health, .33; Income,
.13; Education, .09; College GPA, .11.
3. Not Entitlement Beliefs:
Happiness, .16; Low Depression,
.16; Low Anxiety, .19; Low Anger, .27; Relationships, and .08; Income, .20. Here
is strong evidence that one way to choose to be happy and overcome these
negative emotions is to develop a positive world view. Developing optimism for
self and the world, gratitude and abundance thinking, and not having entitlement
beliefs are key factors for being happier and all the other outcomes we
measured. ---------------------- Note: All correlations, p < .0001 and N‘s
ranged from 2541 to 3173.
Citation 8, page 130
SHAQ Research Results: Forgiveness
The
Forgiveness subscale correlated with Happiness, .34; with Low Depression, .27;
with Low Anxiety, .35; with Low Anger-Aggression, .49; with good Relationships,
.23; with Health, .34; and with Income, .12. (For
all correlations, p < .0001 and Ns ranged from 2093 to 2328.) SHAQ research (and that of
others) supports the value of forgiveness for helping people have better
relationships and find more happiness. Forgiveness gives to the giver at least
as much as it gives to the receiver. Again, the control of your happiness lies
within in your mind.
Citation 9, page 136
SHAQ Research Results: Self-Worth
The
Self-Worth Scale correlated with Happiness, .59; with Low Depression, .45; with
Low Anxiety, .42; with Low Anger-Aggr, .48; with good Relationships, .39; with
Health, .36; with Income, .11; with Education, .09; and with college GPA, .10.
The three Self-Worth subscales’
results were:
1. Love self and others; maximize and balance happiness
correlated with
Happiness, .57; with Low Depression, .33; with Low Anxiety, .25; with Low Anger-Aggr,
.36; with Relationships, .43; and with Health, .31.
2. Unconditional self-worth
(not dependent upon anything)
correlated with Happiness, .36; with Low Depression, .34; with Low Anxiety, .38;
with Low Anger-Aggr, .43; with Relationships, .21; with Health, .29; with
Income, .14; with Education, .11; and with college GPA, .08.
3. Accepting all of self
correlated with Happiness, .16;
with Low Depression, .28; with Low Anxiety, .19; with Education, .07; and with
college GPA, .07. According to my research, a person with high Self-Worth--who
loves all of himself or herself unconditionally, cares for all others
unconditionally, and attempts to maximize and balance happiness for self and
others--is more likely to be happy, have good relationships, and have success in
life. Consequently, developing your self-worth is an important part of choosing
to be happy. --------------------- Note: For all correlations, p < .0001 and Ns
ranged from 2593 to 3199.
Life Skills Questionnaire (LSQ) and Stevens Relationship Questionnaire (SRQ)
Results
I developed the LSQ to measure the relationship between life skills and life
success. I used both self-rated life skills and more objective measures. More
than 4,000 people were given the LSQ to see how well it correlated with life
success criteria and happiness (Stevens, 1987). One study compared the
relationship between life skills of 384 adults in their mid-twenties through
fifties and their life success. We found significant correlations between life skills (cognitive,
self-management skills, and interpersonal skills) and
life success
(college success, career success, and relationship success). For example overall cognitive skills
correlated .37 with college grade average and learning skills
correlated .43 with job status. Overall self-management
skills correlated .30 with job status and .24 to number of relationships. Overall interpersonal
skills correlated with both career status .30 and interpersonal success, and intimacy skills
correlated .27 with relationship commitment level.
The LSQ, SRQ, and happiness.
I believe the most important
type of success is overall happiness. The LSQ and SRQ had even better
correlations with happiness than it did with these other types of success.
Overall personal happiness was correlated most with self-management skills, .51.
However, personal happiness was also correlated to cognitive skills, .32 and
interpersonal skills, .34. 140 / Dr. Tom G. Stevens
My wife, Sherry, and I also developed the Stevens Relationship Questionnaire
(SRQ) to measure relationship skills (Stevens and Stevens, 1995). Intimacy and
assertive conflict resolution skills were highly correlated (more than .70) with
the widely-used Locke-Wallace relationship satisfaction questionnaire. It is
important to note that cognitive, self-management, and interpersonal skills are
vital to all important
life areas. For example, all three types of skills can improve chances for
happiness and success in one's career and in one's close relationships.
Citation 10-13, page 140:
Self-management
skills.
The SHAQ
Self-Management scale correlated with Happiness, .66; with Low Depression,
.40; with Low Anxiety, .32; with Low Anger-Aggression, .38; with good
Relationships, .50; with Health, .47; with Income, .10; with Education, .14; and
with college GPA, .20. These are impressively high correlations, and show the
importance of self-management skills for life happiness and success. See Chapter
9 for a more in-depth analysis of self-management.
Emotional coping skills.
The SHAQ Emotional Coping scale
correlated with Happiness, .66; with Low Depression, .60; with Low Anxiety, .51;
with Low Anger-Aggression, .49; with good Relationships, .42; with Health, .49;
with Income, .13; with Education, .14; and with college GPA, .14. Emotional
coping also seems to be a fundamental skill set that is substantially related to
happiness and success. See Chapter 8 for detail on emotional coping.
Interpersonal skills.
The original SRQ
had such good results that it was copied almost verbatim into SHAQ, and became
the SHAQ Interpersonal Skills scales. The nine Interpersonal skills scales
combined correlated with Happiness, .59; with Low Depression, .39; with Low
Anxiety, .38; with Low Anger-Aggr, .59; with good Relationships, .49; with
Health, .40; and with Income, .21. Interpersonal skills are discussed in greater
depth in Chapter 6 and Appendix E.
Learning skills and academic motivation.
Since I was very concerned about
college student success, I designed 14 special SHAQ scales to assess learning
skills and academic motivation. Combined, they correlated with Happiness, .67;
with Low Depression, .49; with Low Anxiety, .46; with Low Anger-Aggression, .42;
with good Relationships, .46; with Health, .43; with Income, .37; with Education
level, .36; and with college GPA, .45; and with happy work relationships, .60.
(For income, education level, and college GPA, only ages over 25 or 30
included.) Most of the rest were college students. Learning skills are discussed
in more depth in Chapter 7.
Citation14 page 146
SHAQ Research Results:
Self-Confidence
The
Self-Confidence Scale correlated with Happiness, .69; with Low Depression, .46;
with Low Anxiety, .43; with Low Anger-Aggr, .38; with good Relationships, .50;
with Health, .39; with Income, .17; with Education, .15; and with college GPA,
.19. The seven Self-Confidence/Life Skills subscales follow.
1.
Self-development, self-control, self-discipline.
This subscale correlated with
Happiness, .67; with Low Depression, .47; with Low Anxiety, .37; with Low Anger-Aggr,
.32; with Relationships, .41; and with Health, .42; with Income, .17; with
Education, .14; and with college GPA, .21.
2. Positive achievement and coping.
This subscale correlated with
Happiness, .74; with Low Depression, .50; with Low Anxiety, .38; with Low Anger-Aggr,
.35; with Relationships, .54; with Health, .30; with Income, .06; with
Education, .05; and with college GPA, .08.
3. Learning.
This subscale correlated with
Happiness, .41; with Low Depression, .32; with Low Anxiety, .36; with Low Anger-Aggr,
.33; with Relationships, .24; with Health, .31; with Income, .22; with
Education, .25; and with college GPA, .25.
4. Interpersonal skills—focus management/marketing.
This subscale correlated with Happiness, .58; with Low Depression, .38; with Low
Anxiety, .40; with Low Anger-Aggr, .23; with Relationships, .45; with Health,
.25; with Income, .19; with Education, .09; and with college GPA, .07.
5. Helping (interpersonal) skills.
This subscale correlated with
Happiness, .48; with Low Depression, .27; with Low Anxiety, .28; with Low Anger-Aggr,
.34; with Relationships, .41; with Health, .27; with Education, .14; and with
college GPA, .14.
6. Natural science.
This subscale correlated with
Happiness, .32; with Low Depression, .23; with Low Anxiety, .22; with Low Anger-Aggr,
.22; with Relationships, .20; with Health, .29; with Income, .16; with
Education, .06; and with college GPA, .10.
7. Creativity and art.
This subscale correlated with
Happiness, .35; with Low Depression, .20; with Low Anxiety, .18; with Low Anger-Aggr,
.22; with Relationships, .31; and with Health, .18. It should be clear from
these results that
self-confidence and/or actual life skills in these life areas are important
factors associated with happiness, low negative emotions, and some life success
outcomes. Developing these life skills at higher levels can take many years of
education and/or study. However, any progress you make may help. It may be
especially important to make an honest self-assessment and begin working on
areas that are either low or more central to your personal goals. Reading,
taking courses, and learning through experience and role-models are all
important ways of improving life skills. --------------------- Note: For all
correlations, p < .0001 and Ns ranged from 2531 to 3196.
Citation 15, page 179
SHAQ Research Results:
Interpersonal Skills
The
Interpersonal Skills scales focused upon intimate relationship skills. Combined,
they correlated with Happiness, .59; with Low Depression, .39; with Low Anxiety,
.38; with Low Anger-Aggr, .59; with good Relationships, .40; with Health, .49;
with Income, .21; with Education, .15; and with college GPA, .19. The eight
Interpersonal Skills subscales follow.
1.
Assertive conflict resolution.
This subscale correlated with
Happiness, .46; with Low Depression, .24; with Low Anxiety, .20; with Low Anger-Aggr,
.36; with Relationship Outcomes, .37; and with Health, .31; and with college
GPA,.08.
2.
Open, honest communication.
This subscale correlated with Happiness, .50; with Low Depression, .29; with Low
Anxiety, .23; with Low Anger-Aggr, .30; with Relationship Outcomes, and .44;
with Health, .29.
3. Love and respect for other.
This subscale correlated with
Happiness, .48; with Low Depression, .29; with Low Anxiety, .27; with Low Anger-Aggr,
.43; with Relationship Outcomes, .43; and with Health, .30.
4. Positive and supportive statements.
This subscale correlated with
Happiness, .42; with Low Depression, .28; with Low Anxiety, .27; with Low Anger-Aggr,
.54; with Relationship Outcomes, .27; and with Health, .31.
5. Collaborative behavior.
This subscale correlated with
Happiness, .41; with Low Depression, .27; with Low Anxiety, .24; with Low Anger-Aggr,
.33; with Relationship Outcomes, .27; and with Health, .32.
6. Supportive relationship independence.
Support to pursue own interests,
goals, time alone, etc. This subscale correlated with Happiness, .38; with Low
Depression, .29; with Low Anxiety, .31; with Low Anger-Aggr, .39; with
Relationship Outcomes, .14; with Health, .30; with Income, .06; with Education,
.08.; and with college GPA, .06.
7. Romantic.
This subscale correlated with
Happiness, .39; with Low Depression, .17; with Low Anxiety, .12; with Low Anger-Aggr,
.24; with Relationship Outcomes, .27; and with Health, .18.
8. Liberated roles.
This subscale correlated with
Happiness, .17; with Low Depression, .11; with Low Anxiety, .18; with Low Anger-Aggr,
.29; with Relationship Outcomes, .14; and with Health, .13. The assertive,
interpersonal skills guidelines in this chapter correspond closely to items on
subscales 1-6 above. Follow them to improve relationships and happiness. Go to
Appendix E and my website for more free self-help interpersonal and assertive
skills training manuals. --------------------- Note: For all correlations, p <
.0001 and Ns ranged from 2336 to 2906.
Citation 15, page 180
SHAQ Research
Results: Internal versus External Control
The Internal vs. External
(I-E) Control Beliefs scale correlated with Happiness, .49; with Low Depression,
.42; with Low Anxiety, .46; with Low Anger-Aggression, .42; with good
Relationships, .29; with Health, .38; with Income, .24; with Education, .14; and
with college GPA, .13. The three Internal-External Control subscales follow.
1. Autonomy, independence.
This subscale correlated with
Happiness, .55; with Low Depression, .44; with Low Anxiety, .43; with Low Anger-Aggr,
.37; with Relationship Outcomes, .33; and with Health, .33; with income, .29;
with Education, .15, and with college GPA, .13.
2. Not codependent.
This subscale correlated with
Happiness, .21; with Low Depression, .23; with Low Anxiety, .28; with Low Anger-Aggr,
.24; with Relationship Outcomes, .09; and with Health, .25; with income, .09;
and with Education, .11.
3. Not (adult) care provider.
This subscale correlated with
Happiness, .25; with Low Depression, .21; with Low Anxiety, .27; with Low Anger-Aggr,
.31; with Relationship Outcomes, .18; and with Health, .23; with income, .10;
and with college GPA, .06. Internal control can help people achieve
integrity—living by what they value and believe. The opposite is external
control—letting others determine what you will do or even think. No wonder I-E
Control is so large a factor in happiness and success. The autonomy subscale had
one of the highest correlations with income of any SHAQ scale (.29). This
chapter gives detailed help how you can achieve more internal control of your
life. --------------------- Note: For all correlations, p < .0001 and Ns ranged
from 2001 to 2646.
Citation 16, page 194
SHAQ Research Results: Learning
Skills
Three of the 14 Academic
Success scales were based upon the ideas in the Harmonious Functioning (HF)
model of learning (listed below). The combined scales correlated with college
GPA, .29. All 14 scales together correlated with college GPA, .46. The three
Harmonious Functioning-related learning scales follow:
1. Build mental structures (theories, models,etc.).
This scale correlated
with Happiness, .30; with Low Depression, .13; with Low Anxiety, .20; with Low
Anger-Aggr, .13; with Relationships, .19; and with Health, .12; with Income,
.17; with Education, .17; and with college GPA, .25.
2. Underlying, review, mental mapping.
This scale correlated with
Happiness, .36; with Low Depression, .16; with Low Anxiety, .27; with Low Anger-Aggr,
.22; with Relationships, .25; and with Health, .21; with Income, .20; with
Education, .27; and with college GPA, .27.
3. Math, science interest underlying principles.
This scale correlated
with Happiness, .22; with Low Depression, .18; with Low Anxiety, .09; with Low
Anger-Aggr, .16; with Relationships, .10; and with Health, .12. with Income,
.09; with Education, .10; and with college GPA, .18. Though most people think of
academic learning and emotions as being very separate phenomena, the HF model
posits that we have one brain that doesn‘t radically separate academic
situations from situations that people associate more with emotions. So it is no
surprise that cognitive learning skills are also related to emotional
well-being. Thinking well helps solve problems and improve learning of all
types—including personal ones. --------------------- Note: For all correlations,
p < .0001 and Ns ranged from 270 to 540.
Citation 17, page 251
SHAQ Research Results:
Emotional Coping Habits
The Emotional Coping scale
asks, how often do you
respond to being upset with the following response? The users check the
percentage of time they respond with a particular type of response (see
subscales below). The Emotional Coping scale correlated with Happiness, .66;
with Low Depression, .60; with Low Anxiety, .51; with Low Anger-Aggression, .49;
with good Relationships, .42; with Health, .49; with Income, .13; with
Education, .14; and with college GPA, .14. Emotional
Coping consists of
the following six subscales.
1. Problem-solve, self-explore, talk subscale
correlated with Happiness, .48;
with Low Depression, .28; with Low Anxiety, .22; with Low Anger-Aggr, .29; with
good Relationships, .42; with Health, .26; with Education, .10; and with college
GPA, .11.
2.
Positive thoughts, philosophical view, pep-talk subscale
correlated with Happiness, .57;
with Low Depression, .50; with Low Anxiety, .36; with Low Anger-Aggr, .31; with
good Relationships, .36; with Health, .28; with Income, .05; with Education,
.08; and with college GPA, .05.
3. Positive acts, fun, exercise. subscale
correlated with Happiness, .36;
with Low Depression, .24; with Low Anxiety, .14; with Low Anger-Aggr, .21; with
good Relationships, .25; and with Health, .29.
4. Not anger, blame, withdraw subscale
correlated with Happiness, .49;
with Low Depression, .53; with Low Anxiety, .48; with Low Anger-Aggr, .45 with
good Relationships, .27; with Health, .26; with Income, .13; with Education,
.08; and with college GPA, .09.
5. Not smoke, drugs subscale
correlated with Happiness, .19;
with Low Depression, .29; with Low Anxiety, .33; with Low Anger-Aggr, .26; with
good Relationships, .07; with Health, .64; with Income, .07; with Education,
.18; and with college GPA, .11.
6. Not eat item
correlated with Happiness, .20;
with Low Depression, .27; with Low Anxiety, .22; with Low Anger-Aggr, .21; with
good Relationships, .07; with Health, .24; with Income, .10. Positive responses
such as problem-solving, exploring, positive thoughts, reframing with Higher
Self or other positive beliefs, doing positive engaging activities, and avoiding
unproductive, hostile, damaging, or addictive thoughts and actions are some of
the best ways to get control of emotions. As you can see, how we respond to
daily negative emotions may have strong effects on our overall happiness,
negative emotions, relationships, health, and is even related to income and
educational achievement. --------------------- Note: For all correlations, p <
.0001 and Ns ranged from 2704 to 3226.
Citation 18, page 264
SHAQ
Research Results: Health Habits
First, good health correlates
well with happiness and other outcomes. The Health Outcomes Scale correlated
with Happiness, .40; with Low Depression, .38; with Low Anxiety, .34; with Low
Anger-Aggr, .39; with good Relationships, .21; with Income, .09; with Education,
.12; and with college GPA, .12. While health was not a central focus of the SHAQ
research, SHAQ did produce some interesting health-related data. I have already
presented a great deal of data relating almost every SHAQ scale so far to the
Health Outcomes scale. In this section I present data relating health habits to
important outcomes. The five Health subscales follow:
1. Physical Conditioning
correlated with Happiness, .43;
with Low Depression, .30 with Low Anxiety, .25; with Low Anger-Aggr, .28; with
Relationships, .28; with Income, .08; with Education, .06; and with college GPA,
.06. Healthwise, physical conditioning correlated with Low Illness, .32
and with Low Weight, .43.
2. Good Nutrition Habits
correlated with Happiness, .39;
with Low Depression, .25 with Low Anxiety, .23; with Low Anger-Aggr, .26; with
Relationships, .24; with Income, .10; with Education, 18, and with college GPA,
.14. Healthwise, good diet correlated with Low Illness, .21, with low
weight, .26; and with physical conditioning, .43.
3. Hours Sleep
correlated with Happiness, .33;
with Low Depression, .19 with Low Anxiety, .14; with Low Anger-Aggr, .27; and
with Relationships, .31. Healthwise, hours sleep correlated with Low
Illness, .22, with low weight, .19; with physical conditioning, .35; and with
healthy diet, .29.
4. Low Weight
correlated with Happiness, .22;
with Low Depression, .19 with Low Anxiety, .09; with Low Anger-Aggr, .17; with
Relationships, .13; and with college GPA, .06. Healthwise, low weight
correlated with Low Illness, .15 and with physical conditioning, .43.
5. Low Addictive Habits
(low alcohol, no cigarettes, no
drugs) correlated with Happiness, .23; with Low Depression, .24 with Low
Anxiety, .21; with Low Anger-Aggr, .24; with Relationships, .12; with Income,
.03; with Education, .12; and with college GPA, .11. Healthwise, Low
Addictive Habits correlated with Low Illness, .16 and with physical
conditioning, .18. As we have found in all areas so far, good seems to correlate
with good. Good exercise, diet, sleep, and non-addictive habits correlate not
only with each other but with lower rates of illness, greater happiness, and
lower negative emotions. In this case, it seems likely that there are strong
mutually causative forces at play. People who value themselves and their own
happiness tend to value health and have healthier habits. The resulting better
health contributes to their happiness, continued health, and reinforces the
underlying values and habits. ---------------------
Note: For all correlations, p < .0001 and Ns ranged from 1908 to 3179. All
ratings are self-report.
Citation 19, page 280
SHAQ Research Results:
Self-Management Habits
The Self-Management scale was
designed to test the main aspects of the OPATSM system and some self-development
habits. This scale correlated with Happiness, .66; with Low Depression, .40;
with Low Anxiety, .32; with Low Anger-Aggr, .38; with good Relationships, .50;
with Health, 47; with Income, .10; with Education, .14; and with college GPA,
.20. The four self-management subscales follow.
1. OPATSM time-management habits
correlated with Happiness, .41;
with Low Depression, .20 with Low Anxiety, .11; with Low Anger-Aggr, .13; with
Relationships, .35; with Health, .26 with Income, .02; with Education, .07; and
with college GPA, .11.
2. Busy, efficient task accomplishment
correlated with Happiness, .55;
with Low Depression, .39; with Low Anxiety, .30; with Low Anger-Aggr, .28; with
Relationships, .34; with Health, 29; with Income, .07; with Education, .06; and
with college GPA, .08.
3. Self-health care
correlated with Happiness, .46;
with Low Depression, .27 with Low Anxiety, .22; with Low Anger-Aggr, .28; with
Relationships, .33; with Health, .59; with Income, .09; with Education, .13; and
with college GPA, .14.
4. Self-development, habit change
correlated with Happiness, .56;
with Low Depression, .30 with Low Anxiety, .23; with Low Anger-Aggr, .35; with
Relationships, .42; with Health, 35; with Income, .09; with Education, .15; and
with college GPA, .17. Self-management is a key factor associated with happiness
and less negative emotions. It also has surprisingly high correlations with
relationships and is associated with health, income, and educational outcomes.
However, our data show that few people really follow all or even most of the
OPATSM system practices. Therefore, I think that the data actually
underestimates the value of putting all of those elements together—especially in
the areas of career and academic success. --------------------- Note: For all
correlations, p < .0001 and Ns ranged from 1448 to 3226.
APPENDIX F:
Demographic Factors and SHAQ
Outcomes
Sex. The only
significant findings were that females were a little happier (r =.09)40 and had better
relationships (r =.15) while males had higher incomes (r =.18).
40 All correlations were significant at the .01 level or greater unless
otherwise indicated. 41 ns
= correlation not statistically
significant. All N
(number of subjests ) > 3000. 42
Other Asian = not Chinese, Cambodian, Vietnamese, or Korean. 43 Other European
language = not English, Spanish, French, or German.
Age. Higher age
was mildly related to both low anxiety (r =.11) and low anger (r =.13). I didn‘t
find a significant age-happiness correlation as some have. However, I found that
people over 50 were slightly happier (r =.05). I also found significant
relationships between being older and low depression (r =.05), low anxiety (r
=.11), and low anger (r =.13). Age was one of the best predictors of income (r
=.45); probably because students and younger people have not had time to advance
in their careers. Similarly, higher age related to education completed (r =.25).
Age was negatively related to health (r = -.07) and was not related to
relationship outcomes.
Religion.
Belonging to a particular religious group was only weakly related to outcome
variables. Being
Jewish (r =.06) or
Methodist (r =.05) correlated the highest with happiness; being agnostic was most
negatively related (r = -.09). Fundamentalist Non-Baptists
were slightly less depressed (r =.08) and less anxious (r =.07) than other
people. There were few other significant correlations. However, looking at values typically
associated with religions, paints a different picture. Correlations with
happiness, low depression, low anger, and low anxiety for Spiritual intimacy were
.26, .12, and .05; for
Giving to others’ happiness, were .36, .14, and .11; for Impact, change world,
were .27, .12, and .09; for Obedience to God, were
.23, .11, and .02ns41;
and for Religion,
were .28, .06, and .02ns. Thus, internalized values espoused by religions were
important factors. This finding is consistent with other studies showing that
the positive effects of religion are present primarily for people who internalize the
teachings.
Ethnic group and nationality.
Other
Asian42
(r =.08) and Mexican (r =.08)
had highest positive correlations with happiness; European had the most
negative (r = -.05. People who spoke
other European43
languages were
unhappy (r = -.11).
German (r = -.09) and other European (r = -.13)
speaking people had higher anger/aggression scores. Depression was slightly less
(r =.07) among Chinese
language and other
Asian (r =.07), but was mostly unrelated to language, ethnicity, or
religion.
Occupational category.
Students (r =.08), people professionals (r
=.08), educators
(r =.07), and managers
(r =.06) were the happiest; only other occupation had a
negative correlation (r = -.06). Others were also the most
depressed (r = -.06) and least healthy (r = -.08). While students were the
happiest, they were also the most anxious (r = -.07) and the healthiest (r =.08)
of the occupational groups.
NEXT:
GO TO APPENDIX A: The Choose To Be Happy
Checklist. This is a summary of the key guidelines for leading
a happy, successful life. Use these daily, weekly, or montly to keep
focused on your life goals and values.
FOR MORE INFORMATION ABOUT THE
SHAQ RESEARCH ON HAPPINESS, LIFE SUCCESS, AND THIS BOOK,
- Go to an extended
version of this chapter that includes all the other research
references in the book (click here).
- Go to the professional
research paper which provides much more detail about the research,
theory behind it, and results not included in the book (click here).
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