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Effect Size
Allows reseacrehrs to asses practical significance of our findings beyond mere statistical significance
Answers the question of “how big is the impact?”
non-significant result means the effect size is meanignless
Confidence Intervals
Statistical range that provides an estimated range of values within which a population parameter is likely to lie, based on sample data
Convery degree of uncertainty surrounding paramete of plausible values
Determines 95% chance that the true mean lies between somewhere close in the data estimates
bigger sample = narrower
Interpreting Confidence Interval
Misunderstanding to think confidence interval means there is a 95% the true mean lies within the interval
If we repeated the experiment many times, there is a 95% chance that the resulting intervals contain the true mean
Statistical Error
Discrepancy between a sample-nbased estimate and the true population value it aims to represent
Type 1 Error
Mistakenly rejecting a true null hypothesis
Extremely important to control for
α or significance level denounces chance of having this error
Type 2 Error
Failing to reject a null hypothesis that is false
Statistical Power
The probability of correctly rejecting a false null hypothesis
probability of detecting true effect in study
Powerful Hypothesised Is Characterized By
small value of β, whilst keeping α fixed at some desried level
- three levels of α: .05, .01 and .001. designed to ensure α is small but there is no corresponding guarantee regarding β
T-Test For Independant Means
Evaluates whether the difference between the means of two samples is greater than what would occur by chance, if in the population there was no real different
Simply the difference between the ean of one group and the mean of anotger
Humanism And Rogerian Theory
Theoretical approach that emphasises the uniqueness of the individual and takes optimistic view of human experience
Focused on aspects of humanity not shared with other animals
Innate potential to actualise, maintain and enhance the self
Rogerian Therapy/Perspective: Empathy
Understand client perspective and show accurate senese of emapth through openess and genuine concern
Rogerian Theory/Perspective: Congruence
Counsellor attmeptors to find ways of helping client close gap between percieved self and ideal self
Rogerian Theory/Perspective: Unconditional Positive Regard
humans grow up in an atmosphere where they are gien love and support on the condition that they behave they way they are expected to
Humanistic Psychology - Carl Rogers
People are free to choose activities that make them happy/bring them joy
emphasizes the basic goodness of people
Everyone experiences things differently
Humans are innatelu good
Basic Assumptions Of Rogerian Theory
Assume people are innately good
Behaviour is purposeful and goal-directed
Disturbed behaviour results from faulty learning. Effectve learning takes place when unconditional regard is recieved
Responsibility for the clitnets behaviour rests in the client
Maslow Hierarchy Of Needs
Physiological (Bottom): Breathing, food, water, sex, sleep, homeostasis, exertion
Safety (Second to bottom): Security of body, of employment, of resources, of morality, of the family, of health, of property
Love/Belonging (Middle): friendship, family, sexual intimacy
Esteem (Second to top): Self-esteem, confidence, achievement, respect of others, respect by others
Self-Actualization (Top): Morality, creativity, spontaneity, problem solving, lack of prejudice, acceptance of facts
Jonah Complex
Fear of growth because growth may lead to new situations we eont know how to handle
Stops self-actualization
Gordon Allport: Precursor To Humanism
Key catalyst for development of humanistic perspective
String advocate for psychology emphasizing individual experience
happiness Has Three Components
positive emotion and pleasure
engagement in life
meaningful life
Broad-And-Build Theory
A positive mindset broadens out thought-action repertoire
negative emotions narrow oneself and prompts narrowed range of behaviours
Being Positive Has Healthy Benefits
Higher levels of hope and curiosity were associated with reduced risk and hypertension and diabetes
Positive emotions related to better health
Support Is Associated With Good Health
people with hig wellbeing tend to have string social networks and are more socially intergarted than those lower in wellbeing
people with more friends live longer than those with less friends
men with less friends has 2.3x more chance to die then men with more friends
women with less friends has 2.8x more chance to die then women with more friends
Buffering Hypothesis
Process that when others provide emotional support, the recipient is better able to cope with stressful events
Humanist Proposal
People seek to fufill their potential for personal growth through greater self-understanding → self-actualization
Person-Centered Approach
Emphazised peoples sibjective understanding of their lives
deal with clients problems and concerns as the client understand them
Conditional Love
The parents love their children as long as the children do what the parents want them to do. Parents who disapprove of their children’s behavior may withhold their love. As a result, children quickly abandon their true feelings, dreams, and desires. They accept only those parts of themselves that elicit parental love and support.
Positive Psychology
Aiks to understand what makes people happy
happiness interventions significantly enhance subjective wellbeing and reduce depressive symptoms
Key Positive Psychology Interventions
keeping active and socialising
Writing about positive experiences
Performing acts of kindness
Cohen’s d
Scale free measure of the deperation between two groups means
provides measure. ofdifference between two groups means in terms of common standard deviation
cohen d = 0.5 means that there is half a SD between scores of two groups measured
Cohen d Score Meaning
0.2 is small
0.5 is medium
0.8 is large
Pointers for Understanding Margin Of error
Indication of how well a study is capturing the actual population mean
greater sample size = smaller MoE
smaller MoE = greater precision
Big MoE = lots of variability and less reliability
To be 99% Confident
Will need to be wider than 95% confidence intervals
Confidence Interval Containing Zero
Includes null hypothesis, therefore research hypothesis should not be accepted
Very wide confidence intervals indicate excessive variability in the data and therefore meaning the study probably doesn’t have much value
If confidence overlap by more than a third, its a higher chance of the result being insignificant
Aristotle Perspective
Saw the heart as the pirmary seat of emotions and sensations, hosuign the ‘central sense organ’ that processes information from peripheral sense organs
Heart sends messages to limbs to make action
Cardiocentric
Hippocrates Perspective
Men ought to know that the brain and fromt he brain only arise our pleasures, joys, laughter and tears
Cerebrocentrist
Humanistic Psychologists
Value the sbjective inner world of consciousness, arguing free will may limit psychology's ability to predict behaviour
Mechanistic Psychologists
Endow humans with machine-like qualities, emphasising determinist and arguing for an objective scientific psychology that can predict lawful human behaviour
only behaviour is observable in others, therefore conscious experience has no place in scientific psychology
William JAmes Automatic Sweetheart Question
Ask reader to imagine a soulless automatic sweetheart who's actions are identical to that of a real soulful human
Then, he asked if individuals could consider the automatic sweetheart to be the equal of a spiritually animated human sweetheart
Turing Test
Involves human judge in one room and human and machine in another
human engages in written conversaton with human and machine, both appearing to be human
If the human cannot reliably tell which is the machine and which is the human, the machine has passed the Turing test
Hedonic Impact
Things that we think will make us happy usually don’t make us as happy as we think they will
winning lottery doesn’t solve all problems, being unable to walk ins’t the end of the world
Relative Happiness Example
winning lots of money can be an extreme, distinctive life event and provides a positive comparison point, thus asusming that the thrill of winning will shift out happiness level up (Adaptation)
Eventually the thrill of winning will veentually wear off (habitual), with winning eing the baseline against which other experiences are judged
Neuroeconomics
Encompasses economics, psychology and neuroscience
shed slight on how and why people make the decisions they make
Value-based choice: assign values to potential stimuli available, then compare the values to make our decision