Exam 1 - intro to nutrition research Flashcards

1
Q

Explain each part of the scientific method

A
  1. Review the literature: find out what is already known about the topic, understand the topic
  2. Define the problem after gaining knowledge on topic
  3. Develop research question and objective, or hypothesis
  4. Develop research design and methods
  5. Implement study through collection and analysis of data
  6. Interpret results, draw conclusions from results
  7. Share information collected and disseminate findings (through publications, presentations, press releases, interviews, social media)

Review literature – cycle repeats

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2
Q

problem statement?

A
  • Shed light on a current or potential problem – posing relationship between 2+ variables
  • Contains a statement problem explaining the problem at hand and giving context around why research is needed
  • Based on literature review and research that has been done prior
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3
Q

objective

A

Purpose of the study, decided after the literature review
* Ex: Determine if unrepaired DNA damage in liver cancer among Hispanic male population is related to the carcinogen Aflatoxin.

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4
Q

Hypothesis

A

What the researchers are proposing/predicting the relationship between 2+ variables will be, and must be tested

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5
Q

key variables

A

o Any characteristics that can take on different values
- Animal vs human study, tumor size
o Measured, controlled, or potentially manipulated in research
o Categorical or continuous (can take on any value of number, i.e. tumor size, biomarker in blood, etc)

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6
Q

independent variable

A

The variable being manipulated by researchers, but it unaltered by other variables

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7
Q

Dependent varibale

A

The outcome that is being measured, and depends on the other factors

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8
Q

What are the 3 different ways to classify research?

A
  1. primary research
  2. secondary research
  3. tertiary research
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9
Q

primary research

A
  • Original research
  • Single study designed and conducted by the researchers themselves
  • Could be qualitative or quantitative
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10
Q

secondary research

A
  • Includes narrative reviews, or literature reviews
  • Organizes, interprets, and summarizes evidence from several primary studies in a particular research area
  • Consolidating and summarizing the data to draw a general conclusion
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11
Q

tertiary research

A

Systematic review
* Often a collection of randomized control trials

Meta-analysis
* Takes the systematic review 1 step further including statistical analysis to compare different results of systematic reviews

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12
Q

Variables

A

Any factor, characteristic, or condition that can be changed within an experiment to test a hypothesis

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13
Q

experimental group

A

recieves the treatment or intervention

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14
Q

control group

A

No intervention, or something infrequent compared to experimental

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15
Q

Confounding (extraneous) variables

A
  • Factors other than the variables being studied that might influence the outcome of the study
  • May lead to incorrect conclusions (context is important)
  • Results are compared to other studies and overall good research should build on previous studies and contribute to broader knowledge on the topic
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16
Q

what is the purpose of research?

A
  • explore, describe, analyze, predict
  • Systematic process of collecting, analyzing and interpreting information to extend knowledge
17
Q

Quality Improvement (QI)

specific towards RD & academy recommendations

A
  • Identify a problem, and then test solutions to improve a process or outcome
  • Goal is to improve delivery of care within department or service
18
Q

Qualitative research

A
  • Explores reasons, opinions, and motivations behind human behaviors
  • Uses open ended questions, gathers info, and interprets meaning of data
  • Centered around discussing trends or themes emerging from focus groups or individual interviews - helps research develop theories
    * No hypothesis, no statistics, focuses on words or stories, looking at participant experiences
19
Q

Quantitative research

A
  • Formal, objective, and systematic process of collecting, analyzing, and interpreting information/data – the scientific method (standard method)
  • Examines cause/effect
  • Contains a lot of numerical or statistical results
  • Utilizes closed-ended questions
  • Can be descriptive (explaining relationship among variables) or analytical (cause and effect relationships, utilizing proper controls)
  • Starts with hypothesis, applies statistics to data to gain results, focus on describing and testing relationships among variables, tries to be unbiased toward participant
20
Q

Mixed Methods research

A

Goal: provide a more complete understanding of a research problem; complimentary approach

3 important characteristics:
* Utilizes both quantitative and qualitative methods to answer research questions
* Analysis of both quantitative and qualitative data
* integration of both data sources into the results – numbers for precision, narratives for background context

21
Q

Basic research

A

Research performed without a specific application in mind (also referred to as bench research); completed for the sake of knowledge

ex: breaking down the function of a protein, stating facts

22
Q

Applied research

A
  • Solve real-world problems that have a direct influence or improve nutrition practice
  • basic research often informs applied research

Ex: Examine effectiveness of dietary intervention w/ phytochemical on cancer progression

23
Q

What are the 4 major types of nutrition research studies?

A
  1. intervention research
  2. outcomes research
  3. epidemiological research
  4. translational research
24
Q

Intervention research

A
  • Specialized type of research within medical, nursing, and nutrition
  • Various interventions including treatments or behavior interventions
  • Clinical studies (using participants to understand certain conditions or diseases, or how to best treat patients), clinical trials (new treatment or drug testing), efficacy studies (does it work in optimal or controlled conditions)
25
Q

interventions

A

techniques, treatments, or actions taken in a study to produce outcomes (disease outcomes)

26
Q

outcomes research

A
  • Assessing changes in a clients health or quality of life that results from health/nutrition care
  • effectiveness studies; does the intervention work in a real world setting
  • Also, could be considered: direct nutrition care, clinical outcomes, patient outcomes (symptoms), cost outcomes
27
Q

epidemiological research

A

examine rates of health-related states in different groups of people and why they occur
1. Descriptive - Who has a disease in a population and the frequency of the disease in that population; “who, what, when, & where”
2. Analytical - Determine strength of an association between a risk factor and health-related state; “the why & how”

28
Q

translational research

A
  • bench to bedside community
  • Systemic process of transforming findings from basic science or clinical studies into practical applications ( can use animal model of human disease)
  • Evidence-based practice that improves the health of individuals and populations
29
Q

Research design/plan

A

Methods to collect the data and methods used for data analysis; What model system are you utilizing?

30
Q

About the Research methods section

A
  • takes into account tools and techniques, falls under research design
  • Addressing how variables are manipulated, measured, the setting, participant selections, statistical analysis
  • Want it to be reproduceable and accurate in addressing research question at hand (Tends to be the most discussed portion between scientists – appropriateness of methodology used because conclusions are context dependent)
30
Q

types of research methods

A
  • Molecular analysis - cells
  • animal models - mice or other (could be used for preclinical)
  • secondary data analysis – NHANES; not cause and effect, but can be a starting point of epidemiological studies that can establish a relationship. (Not primary original research, but use for associations)
  • cross-sectional – collect information at one point in time
  • longitudinal – participants are observed and there are multiple measurements over a long period of time. 2 types:
    1. prospective
    2. retrospective
31
Q

Dissemination

A

publication of data in journals, poster presentations, press release, etc

32
Q

Exploratory research

A

Trying to understand more about a problem that is not well understood, usually based on qualitative research
* Includes descriptive types of studies

33
Q

Descriptive research

A
  • Describes a phenomenon at a specific point of time – measure, classify, and compare phenomena
  • Does not test hypotheses or examine cause and effect; simply describes a scenario
  • Ex: availability of low-fat and high-fat milk stores in US, low-fat milk was 33-44% lower in low-income communities compared to high income. And the price was higher.
34
Q

Analytical research

A
  • IS cause and effect, finding variables that could predict an outcome
  • Quantifies relationship between an intervention or an exposure on an outcome
  • Intervention or observational