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EBP/Research
Total course content
Term | Definition |
---|---|
ANOVA | A statistical test for comparing differences in the means (average scores) of 3 or more groups |
Attrition bias | Loss of subjects from a study that creates biased sample |
audit trail | Used in qualitative research. A process of recording decisions and actions taken. |
Bracketing | Phenomenologic researchers use this to identify and suspend their own biases and preconceived ideas |
Case-control study | A research design that follows and compares a group of subjects who has received a treatment or not; or who has a disease and not |
chi-square test (x2) | When groups are in nominal data categories (like country of origin or gender). Used to assess differences between the groups on some characteristic or outcome |
Cochrane Collaboration | An international organization that develops systematic reviews and meta-analyses |
Evidence-based clinical practice guidelines | Recommendations for practice based on the best available evidence. The reader should check to make sure they are current. |
Concurrent embedded strategy | A mixed method design in which quantitative & qualitative data are collected at the same time, but one is given more weight. |
Concurrent triangulation strategy | A mixed method design that collects and analyzes quantitative & qualitative data at the same time so that analysis is integrated. Data types receive equal weight |
Confidence interval (CI) | A range of data values (like 68, 95, or 99) within which the true value is expected to be found. |
Constant comparison | A grounded theory analysis technique in which the first interview is analyzed, then every following interview is analyzed with previous interviews. When data saturation occurs, sample size is complete. |
Constructivism or Interpretist paradigm | A worldview in which truth & reality are subjective. Each person's experience is as true as another's |
Advocacy paradigm | A worldview behind some research that focuses on the idea that some groups are oppressed and should be empowered through research. Less focused on building generalizable knowledge |
Data saturation | The point in qualitative studies when new ideas and categories cease to emerge. Sampling stops when data saturation is reached. |
Correlation design | Research design that requires at least 2 variables that are tested for association with each other. Correlation coefficients or regression analyses are the statistics used to determine association |
Descriptive study design | Focuses on measure 1 variable at a time. Requires a minimum of 1 variable. May used quantitative or qualitative data measures |
Probability sampling | A strategy in which every member of the population has the same chance of being selected. This allows researchers to assume that the groups are equivalent. |
Non-probability sampling | A strategy in which every member of the population does NOT have the same chance of being selected. We cannot assume that subjects represent a larger population or that groups are equivalent. |
Grey literature | Unpublished research and other documents like government reports or conference proceedings. |
Grounded theory | A qualitative research strategy that identifies a basic social problem and the basic social process used to deal with it. Arose from sociology. Titles often reflect the process with "-ing" words like hoping, fearing, resting, and so on |
Historical research | Research from disciplines of history and archeology that seeks patterns and trends among events. Data are primary and secondary sources. |
External validity of a research study | The level of confidence we have that study results can be generalized to a larger group |
Internal validity of a research study | The level of confidence we have that the independent variable caused the observed changes in the dependent/outcome/effect variable |
Attribute variable | Characteristic of the subjects (e.g., hair color, personalilty, ethnicity and so on) |
Extraneous variable | A variable in which the research is NOT interested and that may interfere with internal or external study validity |
Transferability | The confidence we have that the results of a qualitative study may apply to a larger group. Similar to a quantitative study's external validity (generalizability). |
Thick description | A highly detailed description of study informants in a qualitative study so that we can judge its transferability. |
Content validity of a measurement instrument | The confidence we have that a data collection tool accurately measures the content being studied. Usually established by a thorough literature review of all aspects of the content and then review of that information by a panel of experts. |
Ethnographic research. | Qualitative design arising from the discipline of anthropology. Researchers use it to examine the values, communications, and worldviews within a particular culture. |
Emic perspective | The ethnographic researcher who becomes a participant observer as part of the culture |
Etic perspective | The ethnographic researcher who examines a culture as an outsider. |
Qualitative research | Researchers collect & analyze word data usually through interviews in order to find out the meaning of some phenomenon to informants. |
Quantitative research | Researchers collect & analyze numbers data and then use descriptive or inferential statistics to analyze results. |
Descriptive statistics | Statistical tests that describe something (e.g., demographics) |
Inferential statistics | Statistical tests that allow the researcher to draw inferences from observations. Used to determine whether something occurred by chance versus whether manipulation of the independent variable cause the change. |
Retrospective | A study that looks at past events. |
Prospective | A study that looks forward in time. |
Predatory journals | Open-access journals on the internet that are considered fake journals administered by people interest in publishing for profit without peer-review for quality. Pay-to-publish. |
DOAJ | Directory of Open Access Journals - an organization that monitors the quality of open access journals. |
Phenomenology research | Research design rooted in philosophy and psychology that describes or interprets the lived experience of informants |
Mixed methods research | Research design that integrates qualitative and quantitative methods to answer the research question |
Hypothesis | A proposition that states the predicted relationship between variables. It includes IV, DV, and population. |
Meta-analysis | A a statistical technique for combining quantitative studies as a single study. One of the strongest levels of evidence. Secondary, filtered evidence. |
Meta-synthesis | A technique for combining qualitative studies into one single study. Secondary, filtered evidence. On the EBP pyramid it is at the level of qualitative studies. |
Inductive analysis | Reasoning from specific observations to general conclusions. The logic used in qualitative designs |
Deductive analysis | Reasoning from general theories or principles and testing whether they apply to specific examples. Used in quantitative designs |
Community based participatory action research | Advocacy paradigm research that involves the community in every stage of the research project. Designed to empower the community and create change. |
Reliability | How consistent a measurement tool is in measuring what it is supposed to measure |
Validity | How accurately a measurement tool measures what it is supposed to measure. |
Reporting bias | Journals are more likely to publish positive findings that studies when the hypothesis is rejected. |
Pretest/Post-test design | When a measurement of the variable is taken before and after the intervention within the same group. The pretest/baseline measure serves as the control group. Called a "within group" comparison. |
t-test | A statistic that compares the mean/averages scores of 2 or more groups. Groups may be pre/post paired groups. Groups may also be different people and unequal in size. |
Between group comparison | When the experimental and control groups are different people. |
Triangulation | Using multiple researchers, data sources, or methods to promote valid (accurate) results. |
Integrative review | A review of the literature that is based on author preferences of what to review. |
Systematic review | A review of the research/literature that uses a systematic, transparent process. Highest level of research on the pyramid. |
Variable | A characteristic of object or person that varies. The concrete form of an abstract concept or construct. |
Proposition | A statement about the relationship between concepts or constructs |
Construct | An invented concept |
Quality improvement process | Plan-Do-Study-Act. A way of maintaining best practices |
Evidence-based practice | Best evidence + Patient & family values/preferences + Clinical judgment |
Face validity of a measurement instrument | When a researcher simply looks at a questionnaire or data collection tool and decides that it looks valid. |
Sequential exploratory strategy | Mixed methods design in which the researcher first collects qualitative data and afterwards collects quantitative data to build on understanding |
Sequential explanatory strategy | Mixed methods design in which the researcher first collects quantitative (numbers) data and then afterwards collects qualitative (word) data to explain the numbers. |
type 1 statistical validity error | When a true null/statistical hypothesis is rejected. In other words when the researcher thinks the independent variable influenced the dependent one significantly, but no such influence occured. |
type 2 statistical validity error | When a false null/statistical hypothesis is accepted. In other words the researcher thinks the independent variable had no significant influence on the dependent one, but the researcher is wrong. |
Selection bias | The way that subjects were selected introduces bias into the study. This creates a rival hypothesis. |
Performance bias | Contamination-e.g., control group begins using IV on their own. Those caring for control & intervention group change their behavior by giving care not intended |
What type of sampling is this? Authors obtained a list of all 500 nurses working in the COVID-19 wards of the three hospitals. The first author coded all eligible nurses from 1 to 500 and used computer-generated numbers to identify 250 participants | Simple random |
Reporting bias | The tendency of journals to avoid publishing negative findings. Publishing only those studies that support their hypotheses. |
Power | a statistical method to determine the right sample size for showing whether or not the hypothesis is true. |
Criterion validity of a measurement instrument | May be predictive or concurrent. In other words the data collection tool provides data that accurately predicts an outcome or correlates with a simultaneous criteria |
Statistical measures of central tendency of data | mean, median, mode |
Median | The middle score when scores are placed in order high to low or low to high. 50% of scores are above & 50% below the median |
Chi-square | When the IV is nominal (categorical) and the dependent is interval ratio |
Interval data | equal intervals between data points, but no true zero (e.g., centigrade or fahrenheit scale) |
ratio data | equal intervals between data points and a true zero (e.g., how many hours of study; annual income; days worked) |
Construct validity of a measurement instrument | Instrument validity determined by the degree to which an instrument can demonstrate different scores for groups know to vary on the variables being measured. |
Statistical measures of distribution of data | standard deviation, range |
Pearson's r or Spearman's rho statistics | Statistic that measures the association or correlation (not cause and effect) between two or more variables. |
What are some places to find EBP practice guidelines | CINAHL, Joanna Briggs Institute (JBI), professional organizations |
What are some weaknesses of EBP guidelines | Author conflict of interest, Sometimes poorliy developed, Review panel may share same biases,Too many guidelines focusing on too many issues; Too directive (one size fits all); Single disease focused; Opinion usually stems from lack of evidence. |
Cronbach's alpha | Internal reliability of a research instrument in which every item is correlated to every other item. Reported as a single number as in alpha = .87 |
Experiment | Characterized by manipulation of an IV, randomization to groups, & a control group |
Quasi-experiment | Like an experiment, but missing either randomization and/or control group. |