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Authority
source of knowledge; someone influential says so
Common sense
source of knowledge; what everyone knows; corroborated by personal experience
Intuition
source of knowledge; feeling of knowing something but not sure where knowledge came from
Rationalism
source of knowledge; knowledge derived from reasoning or logic
Empiricism
source of knowledge; knowledge from experience/observation
Sources of Knowledge
1) authority, 2) common sense, 3) intuition, 4) rationalism, and 5) empiricism
Problems with Personal Experiences
("Testimonials") potentially can be shown to be wrong
Selective Information
incomplete information—only successes but not failures—so can't reach a valid conclusion
Confirmation Bias
look for evidence that goes with own ideas and dismiss things that do not fit
Availability Heuristic
something that is particularly memorable or salient that skews view of the way the world is
Placebo Effects
tendency to report improvement/treatment is effective because expect that
Scientific Method
includes: solvable problems, systematic empiricism, publicly available information, falsifiable claims and predictions; self-corrective
Solvable Problems
empirical questions; questions that can be answered by collecting data
Systematic Empiricism
collecting data in a structured manner in order to evaluate claims/hypotheses
Replication
provide others in the field enough information that can reproduce methods and possibly get same results
Peer Review
evaluation by independent experts prior to article publication
Falsifiable Claims and Predictions
Characteristics of Pseudoscience: 1) language of science & mimicked procedures, 2) burden of proof shifted, 3) argument by exclusion, 4) shunned by mainstream, & 5) no rules of evidence
Confederate
actor—in on study; experimenter pretending to be participant
Milgram Study
obedience; ethical issues—deception; teach list of words to student and administer shocks
Tuskegee Syphilis Study
ethical issues—coercion, no informed consent, deception; men not given treatment
Informed Consent
participants should be given sufficient information about a study to make voluntary decision to be in study; know the risks involved
Coercion
not really having an option available not to participate; taken advantage of; forced
Institutional Review Board (IRB)
faculty members from various areas evaluate potential studies on ethical merit
Levels of IRB Review
exempt, expedited, and full board
Debriefing
experimenter explains purpose of study to participants after study, reduces discomfort, and answers questions
Deception
research strategy used to avoid demand characteristics so not disclosing all information about study
Deception Permissible When
research is important; no alternatives; and no foreseeable harm to participants
Belmont Report
basic ethical principles: respect for persons, beneficence, and justice
Respect for Persons
individuals treated as autonomous agents (make own decisions); those who cannot are protected
Vulnerable Populations
pregnant individuals, human fetuses, neonates, minors, individuals with physical or intellectual disabilities, marginalized individuals, prisoners, and individuals who are institutionalized
Beneficence
do not harm and maximize benefits while minimizing harm (risk-benefit ratio)
Confidentiality
can figure out whose data are whose; researcher promises not to share information
Anonymity
no identifying characteristics recorded; impossible to identify individuals
Can Breach Confidentiality If
intent to harm self or others; suspected abuse; minor's parents have right to see data
Key Themes in Ethical Research
informed consent; freedom from coercion; protection from physical & psychological harm; protection of privacy; risk-benefit rule; debriefing
Ethical Issues with Data
secure data storage including signed informed consent forms
Academic Fraud
falsified data; missing/omitted data; collecting additional data for results to be significant; combining conditions; plagiarism
Solutions to Academic Fraud
full data sets available; peer review; replicate; publish null results
Institutional Animal Care and Use Committees (IACUCs)
responsible for ensuring basic protections for research subjects, including use and care
Ethical Issues with Nonhuman Animals
1) is use of nonhuman animals justified; 2) are human rights more important than animal rights
Protections IACUCs Consider
reduction, refinement, and replacement
Three Rs of Ethically Responsible Animal Research
Reduction: use the smallest number of animals possible; Refinement: use methods to minimize pain and discomfort; Replacement: use invertebrates, cell cultures, or computer modeling when possible
Basic research
research conducted to obtain greater understanding of a phenomenon, explore a theory, or advance knowledge, without consideration to direct application
Applied research
research conducted to solve real-world problems
Quantitative research
a method of research that relies on measuring variables using a numerical system, analyzing these measurements using any of a variety of statistical models, and reporting relationships and associations among the studied variables
Qualitative research
a method of research that produces descriptive (nonnumerical) data, such as observations of behavior or personal accounts of experiences with the goal of examining how individuals perceive the world from different vantage points
Theory
set of logically consistent statements about some phenomenon that best summarizes existing empirical knowledge of the phenomenon, organizes this knowledge in the form of precise statements of relationships among variables, proposes an explanation for the phenomenon, and serves as the basis for making predictions about behavior
Productive Theory Criteria
specific hypotheses, important question, internally consistent, coherent, specifies measurement of constructs, & generates new insights
Properties of Theories
falsifiability and parsimony
Falsifiability
predictions are precise enough to be tested and potentially refuted
Parsimony
makes as few assumptions as possible to explain phenomenon; keep it simple
Levels of a Theory
hypothesis, constructs, and variables
Hypothesis
a testable statement describing the relation between two or more constructs
Construct
abstract quality that attempted to measure
Variable
any attribute that changes values across things that are being studied
Operational Definition
quantify construct; specifies interpretation of construct and how it will be measured