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370 Cards in this Set
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Literature Review |
An extensive, systematic and critical appraisal of the most important published scholarly literature on a topic, which is a key step in the research process that provides the basis of a research study. In most cases, the literature review is not considered exhaustive |
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Concept |
An image or a symbolic representation of an abstract idea |
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Theory |
A set of interrelated concepts, definitions, and propositions that convey a systematic view of phenomena for the purpose of explaining and making predictions about those phenomena. |
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Conceptual definition |
The general meaning of a concept |
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Operational definition |
Is a description of the method used to measure the concept and and what instruments are used to capture the essence of the variable |
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Primary sources |
Scholarly literature that is written by a person or persons who develop the theory or conducted the research; articles and books by the original author or authors. Primary sources include eyewitness accounts of historical events provided by original documents, films, letters, diaries, records, artefacts, periodicals and tapes |
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Secondary sources |
Scholarly material written by a person or persons other than the individual who developed the theory or conducted the research. They are usually published. Often a secondary source represents a response to or a summary and critique of a theorist's or researcher's work. Examples are documents, films, letters, diaries, records, artifacts, periodicals and tapes that provide a view of the phenomenon from another's perspective |
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PICOT |
P: Problem / patient populations; specifically, defined group I: Intervention; what intervention or event will be studied C: Comparison of intervention; with what the intervention will be compared O: Outcome; the effect of the intervention T: Time, the time frame |
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Print indexes |
Paper based listings of published material, generally used to find journal sources (periodicals) of data-based and conceptual articles on a variety of topics, as well as publications of professional organizations and various government agencies. Most information is now entered onto electronic databases. Listings of published material usually done manually |
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Referred (peer-reviewed) journal |
A scholarly journal that has a panel of internal and external reviewers or editors; they review submitted manuscripts for possible publication. The review panel uses the same set of scholarly criteria to judge whether the manuscripts are worthy of publication |
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Controlled vocabulary |
Carefully selected list of words and phrases that are applied to similar pieces of information units (e.g. life skills) |
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Boolean Operator |
In a literature research, the word that defines the relationships between words or groups of words e.x. AND, OR, NOT, or NEAR |
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Respect for persons |
The idea that people have the right to self-determination and to being treated as autonomous agents; that is they have the freedom to participate or not participate in research |
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Beneficence |
Obligation to do no harm and maximize possible benefits |
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Justice |
The principle that human subjects should be treated fairly |
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Ethics |
Is the theory or discipline dealing with principles of moral values and moral conduct |
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Informed consent |
Is the legal/ethical principle that requires a researcher to inform individuals about the potential benefits and risks of a study before the individuals can participate voluntarily |
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Consent |
Agreement to participate in a study |
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Process consent |
A request for the respondent's continued participation in a study voluntarily, can be verbal |
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Anonymity |
A research participant's protection in a study so that no one, not even the researcher, can link the subject with information given |
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Confidentiality |
Assurance that the research participants identity cannot be linked to the information that was provided to the researcher |
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Research ethics boards (REBs) |
A board established in agencies to review biomedical and behavioural research involving human participants within the agency or in programs sponsored by the agency to assess whether ethical standards are met in relation to the protection of the rights of human participants |
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Assent |
An aspect of informed consent that pertains to protecting the rights of children as research participants |
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Risk benefit ratio |
The extent to which the benefits of the study are maximized and the risks are minimized, so that participants are protected from harm during the study |
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Qualitative research |
Is a systematic, interactive and subjective research method used to describe and give meaning to human experiences. It is often conducted in natural settings and uses data that are words or text, as opposed to numerical data, to describe the experiences being studied |
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Naturalistic setting |
A general label for qualitative studies that involve the researcher going to a natural setting where the phenomenon being studied is taking place. It is one that people live in every day. |
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Context dependent |
Condition in which the meaning of an observation is defined by its circumstance or the environment |
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Purposive sample |
A group consisting of particular people who can elucidate the phenomenon they want to study |
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Inclusion criteria |
Criteria that people must satisfy to participate in a study |
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Exclusion criteria |
Criteria used to exclude people from participating in a study |
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Data saturation |
The point in a qualitative study when the information being shared with the researcher from participants becomes repetitive; in other words, the ideas shared by the participants have been shared by previous participants and no new ideas emerge. The inclusion of additional participants does not result in new ideas. |
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Focus group |
An individual or group of people the researcher monitors |
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"Grand tour" question |
A question in a qualitative study that reflects a broad overview of the issue to be studied |
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Reflexivity |
In qualitative research, researchers constantly challenge themselves to understand how their own perspectives may be shaping the method, interviews, analysis, and interpretations |
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Bracketing |
Process in which personal biases about the phenomenon of interest are identified in order to clarify how personal experience and beliefs may influence what is heard and reported. The term comes from the mathematical metaphor of putting "brackets" around our beliefs so that they can be put aside |
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Triangulation |
Can be defined as the expansion of research strategies in a single study or multiple studies to enhance diversity, enrich understanding, and accomplish specific goals |
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Inductive |
Generalizing from the specific data |
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Deductive |
Concluded from data |
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Metasynthesis |
A technique for drawing inferences or synthesis findings from similar or related studies; a type of systematic review applied to qualitative research. It involves integrating qualitative research findings on a topic and is based on comparative analysis and interpretive synthesis of qualitative research findings, whereby the researcher seeks to retain the essence and unique contribution of each study |
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Phenomenology |
Qualitative research approach that aims to describe particular phenomena, or the appearance of things, as lived experience, before it is conceptualized |
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Hermeneutics |
A theoretical framework in which to understand or interpret human phenomena from the study of those phenomena |
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Phenomenological method |
Is a process of learning and constructing the meaning of human experience through intensive dialogue with persons who are living the experience |
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Intersubjectivity |
A person's belief that other people share a common world with him or her; an important tenet in phenomenology |
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Lived experience |
In phenomenological research, the focus on the undergoing of events and circumstances (prelingual), as opposed to thinking about these events and circumstances (conceptualized experience) |
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Narrative inquiry |
A field of hermeneutics that focuses on the lived experience and perceptions of experience, in which materials such as in-depth interview transcripts, memoirs, stories, and creative nonfiction are used as sources of data. Used as a form of qualitative research, stories of people are collected and examined as the primary source of data. |
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Orientational qualitative inquiry |
A qualitative approach in which researchers begin with an ideology or orientation (e.g. feminism, Marxism, critical theory) to direct the investigation, including the research question, methodology, fieldwork, and analysis or the findings |
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Grounded theory method |
An inductive approach in which a systematic set of procedures is used to explore the social process that guide human interaction and to inductively develop a theory on the basis of those observations |
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Proposition |
A linkage of concepts to create a foundation for the development of methods that test relationship/that guides further data collection |
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Theoretical sampling |
In the grounded theory method, a sampling method used to select experiences that helps the researchers test ideas and gather complete information about developing concepts |
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Snowball effect sampling |
A strategy used for finding samples that are difficult to locate. This strategy entails the use of social networks and the fact that friends tend to have characteristics in common; participants who meet the eligibility criteria are asked for assistance in getting in touch with others who meet the same criteria |
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Key information |
Individuals who have special knowledge, status, or communication skills and who are willing to teach the researcher (ethnographer) about the phenomena |
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Constant comparative method |
In the grounded theory method, data are compared with other data continuously as they are acquired during research |
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Ethnographic method |
A method of scientifically describing cultural groups. The goal of the ethnographer is to understand the natives' view of their world. |
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Ethnography |
A qualitative research approach designed to produce cultural theory. (ethnographic research) is the study of cognitive models or patterns of behaviour of people within a culture. |
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Behavioural/materialist perspective |
In ethnographical studies, culture is observed through a group's patterns of behaviour and customs, its way of life, and what it produces |
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Cognitive perspective |
In ethnographical studies, is the view that culture consists of the beliefs, knowledge, and ideas people use as they live |
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Culture |
The system of knowledge and linguistic expressions used by social groups that allows the researcher to interpret or make sense of the world; the structures of meaning through which people shape experiences |
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Context |
The personal, social, and political environment in which a phenomenon of interest (time, place, cultural beliefs, values and practices) occur - is important for an understanding of culture |
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Culture |
The system of knowledge and linguistic expressions used by social groups that allows the researcher to interpret or make sense of the world; the structures of meaning through which people shape experiences |
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Context |
The personal, social, and political environment in which a phenomenon of interest (time, place, cultural beliefs, values and practices) occurs - is important for an understanding of culture |
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Emic perspective |
The native's or insider's view of the world |
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Etic perspective |
The outsider's view of another's world (researcher) |
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Domains |
In an ethnographic study, symbolic categories that include smaller categories |
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Case study method |
The study of selected contemporary phenomenon over time to provide an in-depth description of the essential dimensions and processes of the phenomenon. It is about studying the peculiarities and the commonalities of a specific case over time to provide an in-depth description of the essential dimensions and processes of the phenomenon |
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Intrinsic case study |
Research that is undertaken to have a better understanding of the essential nature of the case |
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Instrumental case study |
Research that is performed when the researcher is pursuing insight into an issue or want to challenge some generalization |
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Historical research method |
Systematic approach for understanding the past through collection, organization, and critical appraisal of facts |
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External criticism |
The authenticity of the historical data source is judged |
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Internal criticism |
Is the process of judging the reliability or consistency of information within a historical document |
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Participation action research (PAR) |
A form of orientation research that seeks to change society; the researcher studies a particular setting to identify problem areas to improve practice, identify possible solutions, and take action to implement changes |
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Community-based participatory research (CBPR) |
Is a method by which the voice of a community is systematically accessed in order to plan context-appropriate action |
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Control |
The measures that the researcher uses to hold the conditions of the study uniform or constant and avoid possible impingement of bias (distortion of the results) on the dependent variable or outcome |
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Objectivity |
The use of facts without distortion by personal feelings or bias |
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Accuracy |
Means that all aspects of a study systematically and logically follow from the research problem |
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Pilot study |
A small, simple study conducted as prelude to a larger study (which is often called the parent study) |
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Feasability |
Capability of a study to be successfully carried out |
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Extraneous variable |
(also called a mediating variable) interferes with the operation of the phenomenon being studied (e.g. age and gender) |
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Homogeneity |
Similarity with regards to the extraneous variables relevant to the particular study. Also, called internal consistency |
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Constancy |
An aspect of control in data collection that ensures that methods and procedures of data collection are the same for all participants; that is each participant is exposed to the same environmental conditions, timing of data collection, data collection instruments, and data collection procedures. The ability of the data collection design to hold the conditions of the study to a cook-book like recipe. |
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Experimental group |
The group in an experimental investigation that receives the experimental intervention or treatment |
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Control group |
The group in the experimental investigation that does not receive the experimental intervention or treatment; the comparison group |
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Randomization |
Is a sampling selection procedure in which each participant in a population has an equal chance of being assigned to either the experimental group or the control group |
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Internal validity |
The degree to which the experimental treatment, not an uncontrolled condition, resulted in the observed effects |
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Attrition |
The loss of a subject from a study between time 1 data collection and time 2 data collection. Also called "mortality" |
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History threat |
Threat to internal validity that can occur when a specific event may affect the dependent variable either inside or outside the experimental setting |
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Maturation |
The development, biological, or psychological processes that operate within an individual as a function of time; these processes are external to the events of the investigation |
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Testing effect |
The effect on the participant's post test score as the result of having taken a pretest |
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Instrumentation threats |
Changes in the variable or observational techniques that may account for changes in the obtained measurement |
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Mortality |
Or attrition is the loss of study participants from the first data-collection point (pretest) to the second data collection point (post test) |
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Selection bias |
The threat to internal validity that arises when pretreatment differences exist between the experimental group and the control group - could result from the way the participants were chosen |
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Reactivity |
The distortion created when those who are being observed change their behaviour because they know they are being observed. Also known as the Hawthorne effect. It is the participant's responses to being studied. |
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Hawthorne effect |
Participants may behave in a certain way with the investigator not because of the study procedures, but merely as an independent response to being studied. It is named after Western Electric Corporation's Hawthorne plant, where a study of working conditions was conducted in the 1930's |
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Measurement effects |
A change in the generalizability of the study findings to other populations resulting from administration of a pretest |
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Independent variable |
The antecedent or variable that has the presumed effect on the dependent variable. The independent variable is manipulated in experimental research studies |
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Dependent variable |
In experimental studies, the presumed effect of the independent or experimental variable on the outcome. Variation in the independent variable changes this effect. |
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Experimental design |
A research design that has the following three properties: randomization, control, and manipulation |
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Quasi-experimental design |
Research design in which random assignment is not used, but the independent variable is manipulated, and certain mechanisms of control are used |
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Experiment |
Scientific investigation in which observations are made and data are collected by means of the characteristics of control, randomization, and manipulation |
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True experiment |
Also known as a pretest-post-test control group design or classic experiment; is a study design in which participants are randomly assigned to an experimental group or control group, pretest measurement are performed, an intervention or treatment occurs in the experimental group, and post test measures are preformed. It has three identifying properties - randomization, control and manipulation |
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Randomization |
A sampling selection procedure in which each person or element in a population has an equal chance of being assigned to either the experimental group or the control group. This or random assignment to a group, is required for a study to be considered a true experimental design |
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Control |
The measures used to hold uniform or constant the conditions in a research study. It is the introduction of one or more constants into the experimental situation |
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Manipulation |
The provision of some experimental treatment, in varying, to some of the participants in the study. It is treatment administered to some participants in the study but not to others, or different amounts of it are administered to different groups |
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Antecedent variable |
A variable that affects the dependent variable but occurs before the introduction of the independent variable. This can confound the results. |
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Intervening variable |
Condition that occurs in an experimental or quasi-experimental study and is not part of the study; however, the intervening variable affects the dependent variable and can affect the study outcomes |
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Attrition or mortality |
The influence over the outcome of an experiment of people dropping out or dying |
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Testing effects |
The effects on the scores of a post test as the result of having taken a pretest |
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Solomon four-group design |
An experimental design with four randomly assigned groups: the pretest-posttest intervention group, the pretest-posttest control group, a treatment or intervention group with only posttest measurement, and a control group with only posttest measurement. I.E. it consists of two groups that are identical to those used in the classic experimental design plus two additional groups - an experimental after-group and a control after-group |
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After-only design |
An experimental design with two randomly assigned groups: a treatment group and a control group. This design differs from the true experiment in that both groups are measured only after the experimental treatment. Also known as posttest-only control group design. It is less frequently used experimental design. It is composed of two randomly assigned groups (R), but in contrast to the true experimental design, neither group is given a pretest or other measures |
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Quasi-experiment |
Is a research design in which the researcher initiates an experimental treatment, but some characteristic of a true experiment is lacking |
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Non-equivalent control group design |
A quasi-experimental design that is similar to the true experiment except that participants are not randomly assigned to the treatment or control groups |
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After-only non-equivalent control group design |
A quasi-experimental design that is similar to the after-only experimental design, but randomization is not used to assign participants to treatment or control groups |
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One-group-pretest-posttest design |
A study approach used by researchers when only one group is available for study. Participants act as their own controls, and no randomization occurs, thus enhancing the internal validity of the study. Data is collected before and after an experimental treatment on this group of participants |
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Time series design |
A quasi experimental design used to determine trends before and after an experimental treatment. Measurements are taken several times before the introduction of the experimental treatment, the treatment is introduced, and measurements are taken again at specified times afterward |
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A priori |
From latin meaning "the former"; that is before the study or analysis or before initiating an intervention |
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Evaluation research |
Is the use of scientific research methods and procedures to evaluate a program, treatment, practice or policy outcomes; the analytical means used to document the worth of an activity |
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Formative evaluation |
A program is assessed as it is being implemented; usually the focus is on evaluation of the process of a program rather than the outcomes |
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Summative evaluation |
The outcomes of a program are assessed after the completion of the initial program |
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Non-experimental design |
A research design in which an investigator observes a phenomenon without manipulating the independent variable or variables |
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Descriptive/exploratory survey |
A type of nonexperimental research used to search for accurate information about the characteristics of particular participants, groups, institutions, or situations or about the frequency of a phenomenon's occurrence, particularly when little is known about the phenomenon OR research in which descriptions of existing phenomena are collected for the purpose of using the data to justify or assess current conditions or to make plans for improvement of conditions |
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Relationship/difference study |
A study where investigators endeavour to trace the relationships or differences between variables that can provide a deeper insight into a phenomenon |
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Correlational study |
A type of non-experimental research where an investigator examines the relationship between two or more variables |
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Cross-sectional study |
Non-experimental research where researchers examine data at one time; in other words, the data are collected on only one occasion with the same participants rather than with the same participants at several times |
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Cohort |
Participants of a specific group that are being studied |
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Longitudinal study or prospect study |
(repeated measures studies) non-experimental research design in which a researcher collects data from the same group at different points in time |
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Retrospective study |
Essentially the same as an ex post facto study; a non-experimental research design that begins with the phenomenon of interest (the dependent variable) in the present and examines its relationship to another variable (the independent variable) in the past |
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Retrospective data |
Data that have already been recorded, such as scores on a standard examination |
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Hierarchical linear modelling (HLM) |
A type of regression analysis that allows for analysis of hierarchically structured data simultaneously at all levels. It is used to describe the statistical techniques used in these studies |
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Prediction study |
A type of nonexperimental research design where a model may be tested to assess which independent variables can best explain the one or more dependent variables in order to make a forecast or prediction derived from particular phenomena |
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Methodological research |
The controlled investigation and measurement of the means of gathering and analyzing data; development and evaluation of data collection instruments, scales and techniques |
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Psychometrics |
The theory and development of measurement instruments (such as questionnaires) and measurement techniques (such as observational techniques) through the research process |
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Meta-analysis |
A statistical technique, not a research design. It is based on a strict scientific approach in systematic reviews, in which the results of many studies in a specific area are synthesized and statistically summarized to formulate and overall conclusion. OR it is a research method in which the results of multiple studies in a specific area are examined and the findings are synthesized to make conclusions regarding the area of focus. |
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Secondary analysis |
Is not a design but a form of research in which the previously collected and analyzed data from one study are reanalyzed for a secondary purpose |
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Epidemiological study |
In such a study, factors effecting the health and illness of populations are examined in relation to the environment |
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Prevalence |
The number of people affected by a disease or health problem |
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Incidence |
The number of cases occurring in a particular period |
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1. Which of the following factors would beconsidered a mediating variable among potential subjects in a study todetermine whether high doses of vitamin C are helpful in reducingsusceptibility to influenza? a. Gender and religion of the potential subjects b. The subjects’ previous experience with influenza c. Thesubjects having received influenza vaccination d. The educational level and marital status of thepotential subjects |
C |
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2. In what way does literature review assist aresearcher in selecting the appropriate design for a quantitative study? a. By enlarging the scope of hypotheses b. By ensuring that the researcher remains faithfulto the study purpose c. By allowing the researcher to compare currentfindings with previous findings d. Byproviding the opportunity to determine the problem area |
D |
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3. Which of the following conditions is met whenall aspects of a study systematically and logically follow from the researchproblem? a. Internal validity b. External validity c. Accuracy d. Legitimacy |
C |
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How would an investigator ensure that a sampleis homogeneous? a. Byrestricting eligibility criteria to control for extraneous variables relevant to the study. b. By randomly assigning subjects to either theexperimental group or the control group c. By assigning one research assistant to collectall data. d. By collecting all the data at the same time ofday. |
A |
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How should the researcher proceed when thesecond person interviewed during a phenomenological study makes statements thatare very similar to those made by the first participant? a. Stop interviewing more participants because thedata are considered saturated. b. Ask the second participant whether he or she hasbeen talking with the first participant.c. Continueto interview more participants to determine whether the similarities inresponses persist or were just coincidental. d. Continue to interview participants but changethe phrasing of the question used to initiate dialogue. |
C |
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Which of the following actions or behavioursshould be avoided in a study employing grounded theory methods? a. Having "hunches" about emergingpatterns before data gathering is completed b. Theresearcher expressing his or her opinions or values to the participant c. Changing how data about experiences arecollected or selected after the study has been initiated d. Expanding codes or data categories as the studyprogresses |
B |
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Does informed consent begin with an explanation of the study and end when the consent is signed? |
False |
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Which ethical principle can be defined by the statement "human subjects should be treated fairly" |
Justice |
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The three basic ethical principles in the TCPs are |
Respect for persons, beneficence, justice |
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Which of the following distinctions ischaracteristic of qualitative research methods? a. Data arein text form. b. Data are dichotomous (either yes or no). c. Qualitative research does not generate data.d. Data from qualitative studies are inappropriatefor analysis. |
A |
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Which part of the following research questionconstitutes its context?"What is the grief experience of women over 30 from ruralSaskatchewan who have experienced a late-stage pregnancy loss?" a. Late-stage pregnancy loss b. Women over 30 c. Grief experience d. Saskatchewan |
D |
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1. Which of the following aims of research ischaracteristic or appropriate for qualitative research methods? a. Control b. Prediction c. Explanation d. Understanding |
D |
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Which of the following factors in a researchreport indicates that the study used a qualitative design? a. Hypotheses are stated. b. The sample is described as convenient. c. Studyparticipants are described as informants. d. Participants were asked to complete aforced-choice questionnaire to measure their understanding of the topic. |
C |
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Which of the following study purposes andmethodological procedures is inappropriate for qualitative methods? a. Testingof a new hypothesis b. Using an intensive approach to data collection c. Using inductive analysis with the captured data |
A |
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"What is the experience of those living in a nursing home who seem well adjusted?" is an example of |
Phenomenology |
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"What is the process that a person goes through to reach a decision that the nursing home is the right place to be?" Is an example of |
Grounded theory |
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"What is the culture of family support groups for those with loved ones in nursing homes?" Is an example of |
Ethnography |
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Phenomenology |
Attempts to understand people's perceptions, perspectives and understandings of a particular situation |
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Composite |
Overall description of the phenomena as people experience it |
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Grounded theory |
Major purpose is to start with the data and use it to develop a theory Refers to the theory developed being grounded or rooted in the data collected in the field than the research literature |
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How is nursing research significant to the profession of nursing?A. Responsibility is more specifically definedB. Liability within the practice of nursing is decreasedC. A specialized body of knowledge is generated for use in the delivery of healthD. The scope of nursing practice is expanded into areas formerly reserved for other disciplines
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C
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In which section of a research report or article would you expect to find a detailed description of the instruments used to measure specific study variables?A. Problem statementB. MethodsC. SamplingD. Data analysis
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B
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What should be the determining factor for a researcher to conduct a qualitative study?A. The need to test a theoryB. The nature of the research questionC. The age and gender of the study participantsD. The availability of valid instruments to measure the phenomena
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B
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____ are the person beliefs of the researcherA. Personal ontologyB. Epistemology C. ValuesD. Aim of inquiry
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C
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The contextual focus of ____ is on biographical attributes such as race, age, and geographic location
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Post-positivism
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A researcher designs a study to test the pain-relieving effect of a vibration intervention based on gate-control theory. They are likely to have used ____ reasoning.
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Deductive
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Post-positivism's ontology states that researchers are naturally biased and objectivity is the ultimate goal True or false
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False; Post-positivism's epistemology states that researchers are naturally biased and objectivity is the ultimate goal
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What is the major difference between inductive reasoning and deductive reasoning?
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Inductive reasoning starts with observed details that lead to a general structure or picture, whereas deductive reasoning begins with a structure or picture that guides the search for associated details
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A definition intended to convey the general meaning of the concept
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Conceptual definition
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______ specify the relationship between components of a framework
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Theories
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Inductive reasoning is most often used in qualitative research True or false?
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True
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A _____ _____ is defined as a structure of concepts, theories, or both that is used to construct a map for the study
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Theoretical and conceptual framework
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Questions like "what is knowledge?" and "how is knowledge acquired are the domains of _______
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Epistemology
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Reflection and bracketing are typical approaches to limiting the influence of research values within the post-positivist paradigm True or false?
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False
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Which research paradigm is most likely to ask questions such as "how does gender influence how people access cancer care?"
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Critical theory
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_____ research is systematic, interactive and subjective research method used to describe and give meaning to life experiences
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Qualitative
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The ladder of abstraction from most abstract to most concrete
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Worldview, framework, theories, concepts, variable
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What is a paradigm?
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Philosophical beliefs that influence the way people in a society think about the world
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How is a model related to a concept or concepts?
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A model demonstrates the relationships among or between concepts
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A ____ is a tentative statement of relationship between two or more variables that can be empirically tested. It can also be thought of as a micro theory.
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Hypothesis
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In which section of a research report or study would the study sampling be presented?
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Methods
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When an idea or a clinical situation has emerged as a potential research problem, what is the next appropriate step?
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Performing a literature review
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What is the key difference between independent and dependent variables?
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The dependent variable should change in response to the manipulation of the independent variable
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What type of hypothesis is demonstrated by the following statement? "there will be no difference in the number of adverse events among clients discharged 2 days after an abdominal hysterectomy compared with the clients discharged 4 days after an abdominal hysterectomy"
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Null hypothesis
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Which of the following strategies or actions is most important in writing a relevant literature review? A. Including as many secondary sources as possible B. Analyzing an article for its strengths/weaknesses C. Using direct quotations to present the most informationD. Allowing the research consumer to form his or her own synthesis of the literature
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B
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In which section of a research report or study would unexpected findings be presented?
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Discussion
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Which of the following is one of the first objectives of critically reading a research study report?
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To determine if the study is qualitative or quantitative
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Clarifying unfamiliar terms within the text is an example of ______
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Critical reading
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______ an interrogative sentence or declarative statement about the relationship between two or more variables
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Hypothesis
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What is the level of postoperative infection following the use of clean tracheostomy care? Is an example of a :
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Research questions
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Research
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Is the systematic, rigorous, logical investigation that aims to answer questions about nursing phenomena
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Phenomena
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Occurrences, circumstances, or facts that are perceptible by the senses such as the expression of pain or loss. They are the circumstances of interest to the nurse.
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Evidence based practice
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Conscious, explicit and judicious use of current best evidence in making decisions about the care of individual patients and the delivery of health care services
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Evidence informed practice
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Acknowledging and considering the myriad factors beyond such evidence as local indigenous knowledge, cultural and religious norms, and clinical judgement
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Data
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Information systematically collected in the course of a study; the plural of datum
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Consumer
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A person who actively uses and applies research
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Generalizability
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The extent to which data can be inferred to be representative of similar phenomena in a population beyond the studied sample
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What are the 5 steps of the knowledge development process?
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a. Knowledge gap b. Knowledge generation c. Knowledge distribution d. Knowledge adaption e. Knowledge review
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What are the different types of nursing knowledge?
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a. Personal b. Experiential c. Ethical d. Aesthetic e. Sociopolitical f. Theoretical/Empirical
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Philosophical beliefs
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The system of motivating values, concepts, principles, and the nature of human knowledge of an individual, group, or culture. The basis of world view or paradigm.
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World view
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The way people in society think about the world
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Paradigm
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Means pattern; set of beliefs and practices shared by communities of researchers, that guide the knowledge development process
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Ontology
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What exists
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Epistemology
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The theory of knowledge
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Methodology
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Discipline-specific principles, rules, and procedures that guide the process through which knowledge is acquired
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Aim of inquiry
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The goals or specific objectives of the research, which vary with the paradigm
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Context
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The personal, social, and political environment in which a phenomenon of interest occurs
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Post-positivism
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The view that a "reality" exists that can be observed, measured and understood. However, this view is tempered by the belief that science offers an imperfect understanding of the world. It suggests that a material world exists; that things can be sensed. Values objectivity.
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Contructivism
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The basis for the naturalistic (qualitative) research, a belief that reality is not fixed but rather is a construction of the people perceiving it. Suggests reality and the way in which we understand our world are largely dependent on our perception. Values subjectivity. Seeks to understand people from their point of view.
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Critical social though
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A philosophical orientation that suggests that reality and a persons understanding of reality are constructed by people with the most power a particular point in history. Strong focus on how power imbalances influence health and wellbeing. Values subjectivity, seeks to understand people from their point of view.
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Model
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A symbolic representation of a set of concepts that is created to depict relationships
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Research hypothesis
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A statement about the expected relationship between variables. also known as scientific hypothesis.
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Statistical / null hypothesis
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A statement that no relationship exists between the independent and dependent variables.
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Directional hypothesis
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A hypothesis that specifies the expected direction of the relationship between independent and dependent variables.
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Nondirectional hypothesis
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A hypothesis that indicates the existence of a relationship between the variables but does not specify the anticipated direction of the relationship
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Conceptual definition
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The general meaning of a concept
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Operational definition
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The description of how a concept is measured and what instruments are used to capture the essence of the variable.
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Hypothesis
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A tentative statement of relationship between two or more variables that can be tested empirically. It is a best guess or prediction about what a researcher expects to find with regard to the relationship between two or more variables.
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Hermenuetics
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A theoretical framework in which to understand or interpret human phenomena from the study of those phenomena
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Population |
A well-defined set that has certain specified properties |
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Eligibility criteria |
Characteristics of a population that meet requirements for inclusion in a study |
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Delimitations |
Characteristics that restrict the population to a homogeneous group of participants |
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Heterogeneity |
Dissimilarities of a sample group, which inhibit the researchers ability to interpret the findings meaningfully and make generalizations |
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Homogeneous |
Having limited variations in attributes or characteristics |
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Target population |
A population or group of individuals who meet the sampling criteria and about whom the researcher hopes to make generalizations |
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Accessible population |
A population that meets the population criteria and is available |
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Sample |
A subset of sampling units, or elements, from a population |
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Element |
The most basic unit about which information is collected |
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Representative sample |
A sample whose key characteristics closely approximate those of the population |
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Non-probability sampling |
A selection technique in which elements are chosen by non-random methods |
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Probability sampling |
A selection technique in which some form of random selection is used when the sample units are chosen |
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Convenience sampling |
A non-probability sampling strategy in which the most readily accessible persons or objects serve as participants or subjects of a study |
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Quota sampling |
A non-probability sampling strategy that identifies a specific strata of the population and represents the strata proportionately in the sample |
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Random selection |
A selection process in which each element of the population has an equal and independent chance of being included in the sample |
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Simple random sampling |
A probability sampling strategy in which the population is defined, a sampling frame is listed, and a subset from which the sample will be chosen is selected; members are randomly selected |
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Sampling frame |
A list of all the units of a population |
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Stratified random sampling |
A probability sampling strategy in which the population is divided into strata or subgroups; members of each strata are homogeneous with regard to certain characteristics. An appropriate number of elements from each subgroup are randomly selected based on their proportion in the population |
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Multistage sampling or cluster sampling |
A sampling method that involves successive random sampling of units (clusters) that progresses from large to small and meets sample eligibility criteria |
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Sampling unit |
The element or set of elements used for selecting the sample |
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Systematic sampling |
A probability sampling strategy that involves the selection of participants randomly drawn from a population list at fixed intervals |
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Sampling interval |
The standard distance between the elements chosen for the sample |
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Matching |
A special sampling strategy used to construct an equivalent comparison sample group by filling it with participants who are similar to each subject in another sample group in terms of pre-established variables, such as age and gender |
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Network sampling or snowball effect sampling |
A strategy used for finding samples that are difficult to locate. This strategy entails the use of social networks and the fact that friends tend to have characteristics in common; participants who meet the eligibility criteria are asked for assistance in getting in touch with others who meet the same criteria |
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Purposive sampling |
A sampling strategy in which the researcher's knowledge of the population and its elements is used to select the participants |
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Data saturation |
A point when the information collected by the researcher becomes repetitive; ideas conveyed by the participant have been shared previously by other participants, and inclusion of additional participants does not result in new ideas |
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Theoretical sampling |
In the grounded theory method, the sampling method used to select experiences that will help the researcher test ideas and gather complete information about developing concepts |
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Pilot study |
A small, simple study conducted as a prelude to a larger scale study (which is often called the "parent study") |
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Effect size |
Measurement of the magnitude of a treatment effect; how large of a difference is observed between the groups |
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Objective |
An adjective describing data that are not influenced by anyone who collects the information |
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Systematic |
A term used when data collection is carried out in the same manner with all the participants and by all persons collecting the data |
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Operationalization |
The process of translating concepts into observable, measurable phenomenon |
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Measurement |
The assignment of numbers to objects or events according to rules |
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Operational definition |
The description of how a concept is measured and what instruments are used to capture the essence of the variable |
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Consistency |
An aspect of the data collection process that requires the data be collected from each subject in the study in exactly the same way or as close to the same way as possible |
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Intervention fidelity |
Consistency in data collection |
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Interrater reliability |
The consistency of observations between two or more observers; often expressed as a percentage of agreement between raters or observers or a coefficient of agreement that takes into account the element of chance; generally used with the direct observation method |
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Physiological measurement |
The use of specialized equipment to determine the physical status of participants in a study |
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Biological measurement |
The use of specialized equipment to determine the biological status of participants in a study |
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Scientific observation |
The collecting of data about the environment and participants. The observations undertaken are consistent with the specific objectives of the study; the collection of data is systematically planned and recorded; all observations are checked and controlled; and the observations are related to scientific concepts and theories |
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Concealment |
An observational method that refers to whether or not the participants know they are being observed |
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Intervention |
An observational method that deals with whether or not the observer provokes actions from those who are being observed |
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Debriefing |
The opportunity for researchers to discuss the study with participants and for participants to refuse to have their data included in the study |
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Reactivity |
The distortion created when those who are being observed change their behaviour because they know they are being observed |
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Interview |
A method of data collection in which a data collector questions a subject verbally. Such an interview may occur face to face, over the telephone, or by Skype or other electronic media, and may consist of open-ended or closed-ended questions |
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Questionnaire |
An instrument designed to gather data from individuals |
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Scale |
A self-report measurement tool in which items of indirect interest are combined to obtain an overall score. A set of symbols is used to respond to each item. A rating or score is assigned to each response. |
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Open-ended item |
A question that respondents may answer in their own words |
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Closed-ended-item |
A question that respondents may answer with only one of a fixed number of choices |
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Likert-type scale |
A list of statements for which responses are varying degrees of agreement or opinion |
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Content analysis |
A technique for the objective, systematic, and quantitative description of communications and documentary evidence |
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Social desirability |
The tendency of a subject to respond in a manner that he or she believes will please the researcher rather than in an honest manner |
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Records or available data |
Information that is collected from existing materials, such as hospital records, historical documents, and audio or video recordings |
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Internal criticism |
The process of judging the reliability or consistency of information within a historical document |
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External criticism |
A process used to judge the authenticity of historical data |
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Rigour |
The strictness with which a study is conducted to enhance the quality, believability, or trustworthiness of study findings |
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Reliability |
The consistency or constancy of a measuring instrument; the extent to which the instrument yields the same results on repeated measures |
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Stability |
An instruments ability to produce the same results with repeated testing |
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Homogeneity or internal consistency |
A similarity of conditions |
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Equivalence |
Consistency or agreement among observers using the same measurement tool, or agreement among alternative forms of a tool |
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Reliability coefficient or alpha coefficient |
A number between 0 and 1 that expresses the relationship between the error variance, true variance, and the observed score. A correlation of 0 indicates no relationship; the closer to 1 the coefficient is, the more reliable is the tool |
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Test-retest reliability |
The stability of the scores of an instrument when it is administered twice to the same participants under the same conditions within a prescribed time interval. The scores from the different times are paired and then compared to determine the stability of the measure |
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Parallel-form reliability or alternate-form reliability |
A reliability measure in which two or more alternate forms of a measure are administered to the same participants at different times. The scores of the two tests determine the degree of relationship between the measures. |
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Item-to-total correlation |
The relationship between each item on a scale and the total scale |
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Split-half reliability |
An index of the comparison between the scores on one half of a test with those on the other half to determine the consistency in response to items that reflect specific content |
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Kuder-Richardson (KR-20) coefficient |
The estimate of homogeneity used for instruments in which a dichotomous response pattern is used |
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Cronbach's alpha |
A test of the internal consistency in which each item in a scale is simultaneously compared with others |
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Interrater reliability |
The consistency of observations between two or more observers; often expressed as a percentage of agreement between raters or observers or a coefficient of agreement that takes into account the element of chance; generally used with the direct observation method |
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Validity |
The determination of whether a measurement instrument actually measures what it is purported to measure |
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Validation sample |
The sample that provides the initial data for determining the reliability and validity of a measurement tool |
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Content validity |
The degree to which the content of the measure represents the universe of content or the domain of a given behaviour |
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Face validity |
A type of content validity in which an expert's opinion is used to judge the accuracy of an instrument |
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Criterion-related validity |
The degree of relationship between performance on the measure and the actual behaviour, either in the present (concurrent) or in the future (predictive) |
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Concurrent validity |
The degree of correlation between two measures of the same concept that are administered at the same time |
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Predictive validity |
The degree of correlation between the measure of a concept and some future measure of the same concept |
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Construct validity |
The extent to which a test measures a theoretical construct or trait |
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Hypothesis-testing approach |
A strategy for assessing construct validity in which the theory or concept underlying a measurement instrument's design is used to develop hypotheses that are tested. Inferences are made based on the findings about whether the rationale underlying the instruments construction is adequate to explain the findings. |
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Convergent validity |
A type of construct validity in which two or more tools that theoretically measure the same construct are positively correlated |
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Divergent validity |
A type of construct reality in which two or more tools that theoretically measure the opposite of the construct are negatively correlated |
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Multitrait-multimethod approach |
A type of validation in which more than one method is used to assess the accuracy of an instrument (e.g. observation and interview of anxiety) |
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Contrasted-groups approach or known-groups approach |
A method used to assess construct validity. A researcher identifies two groups of individuals who are suspected of having either an extremely high or an extremely low score on a characteristic; scores from the groups are obtained and examined for sensitivity to the differences. |
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Factor analysis |
A strategy for assessing construct validity in which a statistical procedure is used to determine the underlying dimensions or components of a variable and to assess the degree to which the individual items on a scale truly cluster around one or more dimensions |
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Error variance |
The extent to which the variance in test scores is attributable to error rather than to a true measure of behaviours |
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Observed test score |
The actual score obtained in a measure, the true score plus error |
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Chance error or random error |
An error attributable to fluctuations in subject characteristics that occur at a specific point in time and are often beyond the awareness and control of the examiner; an error that is difficult to control, unsystematic, and unpredictable and this cannot be corrected |
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Credibility |
A characteristic of qualitative research that refers to the accuracy, validity, and soundness of data |
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Auditability |
The characteristic of a qualitative study, developed by the investigator's research process, that allows another researcher or a reader to follow the thinking or conclusions of the investigator |
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Fittingness |
The degree to which study findings are applicable outside the study situation and how meaningful the results are to individuals not involved in the research |
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Reduction |
The process of selecting, focusing, simplifying, abstracting, and transforming the data that appear in written up field notes or transcriptions |
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Themes |
Structured meaning units of data that occur frequently in the text |
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Thematic analysis |
The process of recognizing and recovering the emergent themes in data - is an important aspect of organizing data |
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Coding |
Is a progressive marking, sorting, resorting, and defining and redefining of the collected data |
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Codes |
Simply tags or labels that are assigned to the themes in a qualitative study; often, the code itself is only one to four words long |
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Data display |
As "an organized, compressed assembly of information that permits conclusion drawing and action" OR compression and organization of data that promotes understanding and visualization and enables conclusions to be drawn |
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Constant comparative method |
Used in the grounded theory; new data are compared as they emerge with data previously analyzed OR a process of continually comparing data as they are acquired during research |
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Member checking |
The quickest way to know whether the interpretation is accurate is through sharing the findings with the participants. This sharing is an integral part of participatory action research. |
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Descriptive statistics |
Statistical details used to describe and summarize sample data |
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Measures of central tendency |
Descriptive statistical techniques that describe the average member of a sample (e.g. mean, median, and mode) |
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Scatter plots |
A visual representation of the strength and magnitude of the relationship between two variables |
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Inferential statistics |
Statistical details that combine mathematical processes and logic to test hypotheses about a population with the help of a sample data |
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Levels of measurement |
Categorization of the precision with which an event can be measured (nomial, ordinal, interval, and ratio) |
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Nominal measurement |
The level used to classify objects or events into categories without any relative ranking (e.g. gender, hair colour) |
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Ordinal measurement |
A calculation to show rankings of events or objects; numbers are not equidistant, and zero is arbitrary (class ranking) |
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Interval measurement |
A type of measurement in which events or objects are ranked on a scale, with equal intervals between numbers but with a ranking set arbitrarily at zero (e.g. Celsius temperature) |
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Ratio measurement |
The ranking of the order of events or objects that has equal intervals and an absolute zero (e.g. height, weight) |
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Frequency distribution |
A descriptive statistical method for summarizing the occurrences of events under study |
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Kurtosis |
The relative peakness or flatness of a distribution |
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Mode |
A measure of central tendency; the most frequent score or result |
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Modality |
The number of modes, or peaks, in a frequency distribution |
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Median |
A measure of central tendency; in a range of scores, the middle score (50% of the scores are above it and 50% are below it) |
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Mean
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A measure of central tendency; arithmetic average of all scores |
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Normal curve |
A statistical curve that is unimodial and symmetrical about the mean |
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Measures of variability |
Descriptive statistical procedures that descrive the level of dispersion in sample data |
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Semi quartile range (semi-interquartile range) |
A measure of variability; the range of the middle 50% of the score |
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Percentile |
A measure of rank; the percentage of scores that a give score exceeds |
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Standard deviation |
A measure of variability; measure of average deviation of scores from the mean. In equations, abbreviated SD |
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Z score |
A rating used to compare measurements in standard units; an examination of the relative distance of the scores from the mean |
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Parameter |
A characteristic of a population |
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Population |
A well-defined set that has certain specific properties |
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Scientist hypothesis |
The researcher's expectation about the outcome of a study. Also known as the research hypothesis or H1 |
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Null hypothesis |
A statement that no relationship exists between the variables and that any relationship observed is a result of chance or fluctuations in sampling. Also known as statistical hypothesis. |
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Probability |
The long-run relative frequency of an event in repeated trials under similar conditions |
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Sampling error |
The tendency for statistics to fluctuate from one sample to another |
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Standard error |
The standard deviation of a theoretical distribution of sample means. It indicates the average error in the estimation of the population mean |
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Type I error |
The researchers incorrect decision to reject the null hypothesis |
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Type II error |
As a result of the sample data, the failure to reject the null hypothesis when it is actually fake |
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Power |
The conditional prior probability that the researcher will make a correct decision to reject the null hypothesis when it is actually false |
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Level of significance (alpha level) |
The risk of making a type 1 error, set by the researcher before the study begins |
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Alpha |
Considered an a priori probability because it is set before the data are collected. Also considered a conditional probability because the null hypothesis is assumed to be true. |
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P value |
The conditional probability of obtaining, from the study data, the value of the test statistic that is at least as extreme as that calculated from the data, given that the null hypothesis is true |
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Nonparametric tests of significance |
Inferential statistics that make no assumptions about the population distribution |
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Nonparametric statistics |
Statistics that are usually used when variables are measured at the nominal or ordinal level because they do not estimate population parameters and involve less restrictive assumptions about the underlying distribution. Also called distribution-free tests. |
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Parametric statistics |
Inferential statistics that involve the estimation of at least one parameter, require measurement at the interval level or higher, and involve assumptions about the variables being studied. These assumptions usually include the fact that the variable is normally distributed. |
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Degree of freedom |
The number of quantities that are unknown minus the number of independent equations linking these unknowns; a function of the number in the sample. |
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Logisticregression (logit analysis) |
the analysis of relationships between multipleindependent variables and a dependent variable that is binary, ordinal, or polynomial |
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Tstatistic |
the test of whether two groups means are moredifferent than would be expected by chance. The groups may be related orindependent |
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Analysisof variance (ANOVA)
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A statistic that tests whether group meansdiffer from each other; instead of testing each pair of means separately, ANOVAconsiders the variation among all groups |
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Multipleanalysis of variance (MANOVA) |
A test used to determine differences in a groupmeans when a study has more than one dependent variable |
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Posthoc analysis |
Comparison of all possible pairs of means afteran omnibus ANOVA to determine where the differences lie |
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Analysisof covariance (ANCOVA) |
A statistic that measures differences amonggroup means and uses a statistical technique to equate the groups under studyin relation to an important variable |
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Chi-square(X2) |
A nonparametric statistic used to determinewhether the frequency found in each category is different from the frequencythat would be expected by chance |
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Fisher’sexact probability test |
An analysis used to compare frequencies whensamples are small and expected frequencies are less than six in each cell |
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Correlation |
the degree of association between two variables |
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Pearsoncorrelation coefficient (Pearson r) |
A statistics that is calculated to reflect thedegree of relationship between two interval level variables. |
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Multipleregression |
The measure of the relationship between oneinterval-level dependent variable and several independent variables. Canonicalcorrelation is used when a study has more than one dependent variable |
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Confidenceinterval |
An estimated range of values, which are likelyto include an unknown population parameter calculated from a given set ofsample data. Abbreviated CI |
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Oddsratio |
The probability of an event, which is calculatedby dividing the odds in the treated or exposed group by the odds in the controlgroup |
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Factoranalysis |
A strategy for assessing construct validity inwhich a statistical procedure is used to determine the underlying dimensions orcomponents of a variable and to assess the degree to which the individual itemson a scale truly cluster around one or more dimensions |
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Transferability |
The extent to which findings from onequalitative research study have meaning to other studies in similar situations |
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Generalizability |
The extent to which data can be inferred to berepresentative of similar phenomena in a population beyond the studied sample |
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Which of the following types of data analysis allowsresearchers to estimate whether results from two groups of a study aresignificantly different from each other? A. Inferential statistics B. Experiential statistics C. Descriptive statistics D. Mathematical statistics |
A |
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Which of the following terms represents the middle score ina frequency distribution? A. Mean B. Median C. Mode D. Percentile |
B |
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What do measures of central tendency describe?A. How reliably the findings can be generalizedB. Amount of dispersion in the sample C. Accuracy of predictions made D. Average member of the sample |
D |
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A measure of death anxiety resulted in a mean score of 5.4with a standard deviation of 1.6. Where would 34% of the scores fall? A. Between 2.2 and 8.6 B. Between 3.8 and 7.0 C. Between 3.8 and 5.4 D. Between 5.4 and 8.6 |
C |
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Which of the following terms is used to describe thequantification of the uncertainty of a statistic?A. Confidence interval B. Retro-evaluation C. Theoretical critique D. Interpretation of analysis |
A |
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Why are themes important results for a qualitative study? A. They reflect the congruence between thequestions asked and the method of study used.B. They allow description of a large quantityof data in a condensed format. C. They demonstrate both emic and etic views of atopic. D. They explain the nature of the differencesreported by participants experiencing a similar phenomenon. |
B |