-
Inductive reasoning
- Moves from the specific to the general
- e.g. A headache is an altered level of health that is stressful. A terminal illness is an altered level of health that is stressful.
- Therefore, all altered levels of health are stressful
-
Deductive reasoning
- Moves from the general to the specific
- Generalizing
- e.g. All human being experience loss. All adolescents are human beings.
- Therefore, all adolescents experience loss
-
Premise
A statement of the proposed relationship between concepts
-
Quantitative research
- A formal, objective, systematic process in which numerical data are used to obtain information about the world
- Pretest-posttest
- Randomized clinical trial - experimental group vs. control group
-
Qualitative research
- A systematic, subjective approach used to describe life experiences and situations
- Gives them meaning
-
Outcomes research
- Examining the end result of patient care (subjects and providers)
- May involve multiple studies and designs
- Determining changes in health status for the patient
- 1. What's the patient response?
- 2. Improvement of the patient's health
- 3. Financial outcomes
- 4. Patient satisfaction
-
Descriptive research
- The exploration and description of phenomena in real-life situations; discovers new meaning, what exists, frequency of event
- A type of quantitative research
-
Correlational research
- The systematic investigation of relationships between variables
- -1 = perfect negative correlation
- 0 = no relationship
- +1 = perfect positive correlation
-
Quasi-experimental research
- Conducted to determine the effect of a treatment
- Determines the effect of one variable on another
- Lacks strict control, sample, and setting
-
Experimental research
- Examines causality between the independent and dependent variables under highly controlled conditions (e.g. lab)
- Needs randomly assigned control and experimental groups
- Predicts and controls phenomena in nursing practice
-
Rigor
(in quantitative research)
- Striving for excellence in research
- Discipline, adherence to detail, strict accuracy
- Needs precise measuring tools, a representative sample, and a tightly controlled study design
-
Precision
- An aspect of rigor
- Encompasses accuracy, detail, and order
-
Problem-solving process
Systematic identification of a problem, determination of goals, planning approaches to achieve goals, implementation of approaches, evaluation of goal achievement
-
Nursing process
- Assessment
- Diagnosis
- Planning
- Implementation
- Evaluation
-
Quantitative research process
Conceptualizing a research project, planning and implementing that project, communicating the findings
-
Research problem
An area of concern where there is a gap in knowledge
-
Research purpose
- Identifies the specific goal of the study
- Generated from the problem
-
Framework
- Theoretical basis that guides development of study
- Enables the researcher to link findings to nursing's body of knowledge
- A testable theory
-
Conceptual definition
- Provides an abstract variable or concept with theoretical meaning
- e.g. physical symptoms are 'behavior manifestations of blah blah blah'
- connotative
-
Operational definition
- Developed so that the variable can be measured or
- manipulated in the study
- e.g. physical symptoms are measures with ASI Questionnaires
-
Assumptions
Statements that are considered true, even though they have not been scientifically tested
-
Research design
- A blueprint for the conduct of a study
- Maximizes control over factors that could interfere with study's desired outcome
-
Population vs. Sample
- Population: all individuals that meet certain criteria for
- inclusion in a study
- Sample: a subset of the population that is selected for a study
-
Phenomenological research
- Describes experiences as they are lived
- “What is the meaning of one's lived experiences?”
-
Grounded theory research
- Discovers the problems that exist in social scenes and the process that people use to handle them
- Based on social interactions
-
Ethnographic research
- Studies cultures
- Emic approach – studies from within
- Etic approach – studies from outside
-
External criticism
Determines validity of source material
-
Internal criticism
Examines the reliability of the document
-
External validity
Generalizablity
-
Internal validity
Do results of a study reflect reality rather than extraneous variables?
-
Reflexive thought
The researcher explores personal feelings and experiences that may influence the study and integrates this understanding into the study
-
Bracketing
- Suspending or laying aside what the researcher knows about the experience being studied
- Using reflexive thought
-
Rigor
(in qualitative research)
Openness, scrupulous adherence to a philosophical perspective, thoroughness in collecting data, and consideration of all the data
-
Research objective
- A clear, concise, declarative statement
- Present tense
- Usually focuses on one or two variables
-
Research question
- A clear, concise interrogative statement
- Present tense
- Guides implementation of study
-
Hypothesis
Formal statement of the expected relationship between variables
-
Associative hypothesis
- Proposes relationships among variables that exist together in the real world (they are related)
- e.g. predicts the relationship between symptoms and functional performance in COPD
-
Simple hypothesis
States a relationship (associative or causal) between two variables
-
Complex hypothesis
States a relationship (associative or causal) between three or more variables.
-
Nondirectional hypothesis
States that a relationship exists but does not predict the nature of the relationship
-
Null/statistical hypothesis
States "There is no relationship between ______"
-
Research hypothesis
- Alternative to the null hypothesis
- States "There is a relationship between _______"
-
Independent variable
Is manipulated by the researcher
-
Dependent variable
- Outcome or response that the researcher wants to predict or explain
- Depends on the independent variable
-
Confounding variables
Extraneous variables that are recognized but cannot be controlled for
-
Abstract ideas
- Conceptual model: broadly explains phenomena of interest, most abstract
- Middle range theories: linked to clinical practice, less abstract
- Practice theories: proposes specific approaches, least abstract
-
Scientific misconduct
- fabrication, falsification, or forging of data
- dishonest manipulation
- misrepresentation of findings
- plagiarism
-
Three ethical principles to conduct research
- respect for person: self-determination, freedom
- beneficence: do good, "above all, do no harm"
- justice: subjects should be treated fairly
-
Informed consent
(4 elements)
- disclosure of essential study information
- comprehension
- competence to give consent
- voluntary consent
-
Comparative descriptive research design
Describes variables and examines differences in variables in naturally occuring groups
-
Variance analysis
- tracking individuals and group variance from a specific pathway
- goal is to decrease preventable variance
- aka, help patients achieve optimal outcomes
-
Random variation
expected difference between subjects in a sample
-
Systematic variation
- subjects in a sample are systematically different than the rest of the population
- aka. systematic bias
-
Simple random sampling
randomly selecting subjects from a list of population members
-
Stratified random sampling
ensures that all identified variables (age, gender, ethnicity, socioeconimoc status, diagnosis, region, type of care, etc) are adequately represented in the sample
-
Cluster sampling
- selects from a random sample of areas in a study
- certain cities, or institutions, or organizations, all with potential identified population
-
Systematic sampling
selecting ever nth individual from a complete list of the population
-
Probability sampling
vs.
Nonprobability sampling
- Probability sampling: every member of a population has an opportunity for selection in a sample
- Nonprobability sampling: not every member of a population has an opportunity for selection
-
Convenience sampling
subjects are included in the study becase they're in the right place at the right time
-
Quota sampling
- convenience sampling + an attempt to include an underrepresented population
- e.g. females, minorities, elderly, poor, rich, undereducated
-
Power
capacity of the study to detect differences or relationships that actually exist in a population
-
Purposive sampling
- researcher consciously selects certain subjects
- used in qualitative research
-
Network sampling
- "snowball sampling"
- uses social networks to recruit more subjects
- used in qualitative research
-
Theoretical sampling
- conducts one interview, forms theory, seeks another source if necessary, etc
- used in grounded theory research
-
Nominal measurement
categorizes data
-
Ordinal measurement
- ranked categories
- intervals are unequal
-
Interval measurement
- interval scales, with equal numerical distances between intervals
- no absolute zero
- e.g. temperature
-
Ratio measurement
- ordered ranks, equal numberical distance between intervals, has an absoluate zero
- e.g. weight, length, volume
-
Reliability
consistency of the measurement technique
-
Validity
how well does an instrument reflect abstract concept being examined
-
Relationship between reliability and validity
- If a measurement method is not reliable, validity becomes a moot issue
- If a measurement is not consistent, it wont reflect reality
-
Serendipity
accidental discovery of something useful or valuable
-
Median
score in the exact center of the frequency distribution
-
-
Probability theory
vs.
Decision theory
- Probability theory: deductive, explains a relationship
- Decision theory: inductive, assumes that all groups are compenents of same population in relation to variables
-
Type I error
vs.
Type II error
- I: null hypothesis is rejected when it should be accepted
- II: null hypothesis is accepted when it should be rejected
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