Exam 1 Flashcards

1
Q

Difference between basic and applied research:

A

Basic:

  • Little or direct clinical application
  • Gather basic info, test theories or hypotheses, etc.
  • Takes place in controlled lab
  • Goal is to explain answers to questions
  • Example – how do I control my posture when you take sight away.

Applied:

  • Direct clinical applicability in a real life setting
  • Usually takes place in a lab setting, but goal is to replicate authentic enviornments
  • Goal is to provide SOLUTIONS applicable in real world
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2
Q

9 steps / stages / process of scientific research:

A

1) Identify a topic (broad to narrow)
2) Search and review the literature (broad to narrow)
3) Define a topic
4) State a general question or problem
5) Phrase an operationally defined hypothesis
6) Plan the methods to test the hypothesis
7) Collect data and implement plan
8) Analyze data and interpret results
9) Write about findings (conclusion)

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3
Q

Important aspects to remember in research ethics

And important things to remember in evaluating other research results from others.

A

Be honest in your research.

Never plagiarize - quote people properly.

*** Never manipulate results to find statistical significance. Avoid selection bias.

Ideally do sampling of subjects in an ethical way.

PTs should take responsibility for their own continued education and reading research.

We as readers of research papers also need to be critical of research we read … read with a critical eye. Not all research is created equal. Don’t accept everything at face value as being true, or having come from a good research project with no bias, totally randomized, sufficient sampling group size, etc.

*** Evaluate strength of research before apply it.

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4
Q

(SOS) Do volunteers in research projects have to consent?

A

Now days, every volunteer in research studies must sign a consent form and know what research study entails. A disclosure of the risks / benefits to participant.

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5
Q

Bad examples from the past of subjects involved in unethical research tactics.

What did this lead to?

A

Nuremberg Doctors Trial of 1946 (Nazi human experimentation) … lead to Nuremberg code in 1947 requiring consent.

Declaration of Helsinki: 1964

Belmont Report: 1979

The Tuskegee Syphilis Study from 1932-1972 conducted by the US Public Health Service. US Govt promised free health care if they could monitor / research men with syphilis. Basically wanted to research treatment for syphilis, but funding ran out and they didn’t tell participants. So they were told they were being treated, but weren’t.

This lead to all research participants MUST sign a consent form and be informed about risks of research project. AND the IRB board being created to monitor and police research projects involving participants.

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6
Q

What is the IRB with regards to research projects

A

CITI = collaborative institutional training initiative (responsible conduct of research/ers)

IRB = Institutional Review Board

A Review Board to ensure any research project is done properly, a disclosure to participants is provided, benefits outweigh risks, ensure ethical and safety of patients. Basically a check to ensure safety of patients.

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7
Q

What is informed consent?

A

A disclosure of what the research entails. All research participants must read and agree to it before starting, so they are aware of all risks.

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8
Q

The two major tenants of the IRB and informed consent document / disclosure:

A

Identify all possible risks or potential harm to any human participating in study, and disclose them.

Benefits must outweigh risks

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9
Q

(SOS) What is Evidence Based Practice:

A

EBP is a process by which decisions about clinical practice are guided from evidence in research based on scientific models.

And to help evaluate and interpret research when applied to clinical practice.

It means integrating your clinical expertise with the best available external clinical evidence from research.

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10
Q

If you summarized EBP into 4 simple steps, it would be:

A

RECOGNIZE, ASK, RESEARCH, APPLY:

  • Recognizing clinical problems
    – Asking good clinical questions
    – Finding, critically evaluating, analyzing, and
    synthesizing evidence
    – Applying the most relevant evidence to clinical
    decisions and patient care recommendations
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11
Q

Steps for EBP (the “As”):

A
Assess
Ask
Acquire
Appraise/Analyze
Apply
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12
Q

What is the PICO model for asking clinical questions

And which “A’s” is PICO for?

(SOS) She will ask you to give a PICO model example:

A

P: Population / Patient / Problem
- Patient/Person, PROBLEM, location, characteristics

I: Intervention
- Which main intervention, prognostic factor, or exposure am I considering?

C: Comparison

  • What is the main alternative to compare with the intervention?
  • Compare this vs. that treatment
  • *** Remember with comparison, we don’t compare facilities - we compare interventions / treatment options.

O: Outcome

  • What can I hope to accomplish, measure, improve, or affect?
  • What do you want to get out of treatment? Or what do we want to accomplish with this patient?

ASSESS and ASK

PICO MODEL EXAMPLE:
P: Geriatric patients 65+ after TKA
I: Use a CPM machine (continuous passive motion)
C: Light exercise + small weight bearing exercise program
O: Which intervention provides greater ROM after 4 weeks

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13
Q

If something is published, is it true?

A

NO

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14
Q

Is all evidence good evidence?

A

All evidence is NOT created equal. Just caused it is published, doesn’t mean it is good evidence.

As a PT, you must read with a critical eye and not take everything published at face value and true.

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15
Q

When appraising an article, what 3 steps should you follow:

A
  1. Is the study valid?
  2. What are the results?
  3. Will the results help my patients?
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16
Q

(LIBRARY LECTURE)

What are 3 main Boolian terms

List examples of each, and why you’d use

A

AND, OR, NOT

Hip AND fracture in search (narrows search, provides exact results)

Hip OR Os Coxa in search (broadens search, will show either / all. Or is ALL INCLUSIVE, not exclusive)

Hip NOT Pelvic in search (finds one term but not the other, more specific, prevents)

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17
Q

If you wanted to be ALL INCLUSIVE, which Boolian term would you use? Or or And

A

Or

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18
Q

What is the 3 step process for planning a search (use veggies and cancer as an example):

A

1) Identify big picture concepts of search (can eating vegetables help decrease risk for cancer)
2) Find similar keyterms (so vegetables might have brocolli, calliflower, veggies; and cancer might have cancers or carcinogens)
3) List various ways to combine all these various terms . (vegetables or brocolli or calliflower … cancer or cancers or carcinegens).

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19
Q

Define controlled vocabulary

A

A controlled vocabulary is an organized arrangement of words and phrases used to index content and/or to retrieve content through browsing or searching. It typically includes preferred and variant terms and has a defined scope or describes a specific domain.

There are so many terms for something, and controlled vocab is to pick a standardized term. So example is “child” is main term for anything searched with a term like: pediatrics, children, kids, etc. All searches for those various other terms will fall under / get categorized with / show up with the main category and key term of “child” because INDEXERS created the organization.

So if you search “kids” and only articles with “child” come up - it’s ok :) Same thing. It is just the indexers who lump “kids” into general category and put it under the “child” heading/section.

In a controlled vocabulary system, one term or phrase is selected for a subject or concept and all the indexing of that topic must use that standard word or phrase.

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20
Q

4 functions of controlled vocabularies

A
  1. They standardize vocabulary by using a single word or
    phrase to represent a concept or subject
  2. They define topics or subjects to reduce ambiguity
  3. They standardize phrasing
  4. They pre-coordinate (combine) topics.
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21
Q

Remember there are tons of ways to search for the same term. It can be a plural / singular form, or a noun or adjective form, abbreviations, acronyms, synonyms, etc. Examples:

gymnast
gymnastic
gymnastics
gymnasts

injured
injuries
injury

male
man
men
boy

family
genetics
herediatry

deaf
hearing impaired

REM / Rapid Eye Movement
CV / Cardiovascular
Inj / Injury
VO2 or O2 or CO2 or ATP
Etc.

Cloudy / Overcast
Sunny / Bright

A

Ok

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22
Q

What are the 5 steps in Evidence Based Practice (relative to the 5 A’s)

A

1) Define a clinical problem / RECOGNIZE there is a problem.
2) ASK a question … create a hypothesis
3) Research and AQUIRE knowledge and do a study
4) Analyze the strength of the evidence and appraise it
5) Use the evidence to help yourself and patients in the clinic (APPLY)

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23
Q

(SOS)
Read the Schreiber article. Know it generally - there may be a ? on the exam about it.

Breifly explain what the article is about.

A

EBP in PT. Generally there is not a lot of EBP in PT, and the profession needs to move towards clinical decisions based on scientific research.

We need to move away from therapy as a result of “advice” from other therapists and what they found worked, or what you’ve been doing forever, and base clinical therapy on science backed by and validated by EBP.

Back in the day PT’s just got directions from Physicians. Now, we are primary health care providers and need to find BEST practices for our patients. So TONS of emphasis has been placed within the profession for PT’s to research, study, and make clinical decisions more on EBP.

Challenges:

1) Research methods
2) Clinicians skills
3) Administrative factors

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24
Q

Good patient care, related to EBP, should apply these 3 things:

A

1) Valid research findings grounded in theory and science
2) Clinical expertise and practical experience
3) The medical needs, psycho-social interests, and ethical and religious values of the individual patient

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25
Q

Is Evidence based practice supposed to replace clinical judgement?

Does it denounce traditional means of acquiring clinical knowledge?

Is it an agenda by administrators to reduce medical expenses?

Is EBP a once size fits all?

A

No, no, no, NO

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26
Q

What is research?

What is emperical research?

A

Research is a careful, logical, and systematic process of investigation.

I have a question and want to study / experiment it.

Emperical research is more than just study … it is approaching a problem to make a decision. It is scientific study of having a questions, collecting data, analyzing data, applying findings.

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27
Q

Ideally, what type of sampling should you do in a research project

A

Random, non-biased, blinded at times, that is large enough sampling to make accurate assumptions about population as a whole.

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28
Q

(SOS) Question on the box of EBP Hierarchy (WITH TRIANGLE). What essentially is this saying:

A

Highest box is ideal in EBP, lowest box is worst or less effective in EBP

Highest box examples of good EBP: randomized, non biased, good sample size, blinded, controlled trials, all-or-none studies, published results, clinically applicable, etc.

Lowest box examples of not effective EBP: animal research, non-published, no clinical observations or application

RCT
Cohort studies
Case studies
Animal studies

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29
Q

Difference between 2 Study Designs: Prospective and Retrospective

Which one is better?

A

1) Prospective: study a subject over time (this is “Gold Standard”)
2) Retrospective: Review results from the past

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30
Q

(SOS) She will give us an article and we need to put it in AMA style. It will be a journal:

What is format for a Print Journal and an Online Journal:

A

Print Journal Article: (Use month of publication if no volume or issue given.)

PRINT:
Last Name First Initial, Last Name First Initial, et al. TITLE. Journal (italicized). Year;Vol(Iss):Page-Page.

ONLINE:
Last Name First Initial, Last Name First Initial, et al. TITLE. Journal (italicized). Year;Vol(Iss):Page-Page. Website Link. Accessed Date.

________________________
3. Rainier S, Thomas D, Tokarz D, et al. Myofibrillogenesis regulator 1 gene mutations cause paroxysmal dystonic choreoathetosis. Arch Neurol. 2004;61(7):1025‐1029.

Online Journal Article: (Include page numbers if article also available in print. See below.)

  1. Duchin JS. Can preparedness for biological terrorism save us from pertussis? Arch Pediatr Adolesc Med. 2004;158(2):106‐107. http://archpedi.ama‐ assn.org/cgi/content/full/158/2/106. Accessed June 1, 2004.
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31
Q

What are RCT’s

Why are they good?

Are they Prospective or Retrospective?

A

Randomized Controlled Trial.

So it is randomized in 2 ways:

1) Selection of patients and assigning to certain groups
2) Interventions are given to patients in a randomized order. Or assignments to a treatment group are randomized.

They are effective so you can control unwanted influences and demonstrate cause and effect relationship … and they represent the entire population better.

And they are always PROSPECTIVE rather than retrospective.

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32
Q

The strength of evidence primarily comes down to 2 things:

A

1) Sampling Group (which samples/people are more likely to estimate the true population values?)

2) Research Methods:
- Hierarchy for strength of evidence for treatment decisions
- Oxford center of EBMedicine hierarchy (THE TRIANGLE of 5 LEVELS)

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33
Q

The triangle of 5 levels is called:

A

Oxford center for EBMedicine hierarchy figure

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34
Q

What are cohort studies?

Why do we use them? What is good and bad about them?

A

A type of study where one a group (called cohorts, who all have the same characteristic/situation/disease) are chosen to study specifically. Thus, it is NOT randomized - the cohorts are chosen and then followed prospectively over time to monitor changes, effects, medications, interventions, etc. Its an observational study with a non-randomized group to continually monitor and evaluate a disease or intervention.

** Cohort studies usually have two groups - an exposed and non-exposed group. One with intervention and one without.

  • Can be prospective or retrospective.
  • *** Involve the study of groups based on exposure or intervention, assessing differences in outcomes.
  • Group of subjects followed over time.
  • Lack randomized assignment
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35
Q

(SOS)
The Schreiber and Stern article:

  • When did the term EBP begin to appear in PT?
  • Purpose of the paper?
  • What search engines were used?
  • 3 challenges and barriers to implementing EBP
A
  • Mid 1990’s (1991, 1992)
  • (See response in above ?)
  • CINAHL, OVID, and Medline
  • Challenges:
    1) Research methods
    2) Clinicians skills
    3) Administrative factors
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36
Q

CAT’s stand for:

What are they and why do we have them?

A

Critical Appraisal Topics

A CAT is a SHORT summary of evidence on a topic of interest, usually focussed around a clinical question. Defined as a brief summary of a search and critical appraisal of the literature related to a focused clinical question to be used to help make clinical decisions

A CAT is like a shorter and less rigorous version of a systematic review, summarizing the best available research evidence on a topic. CAT’s are aimed at providing both a critique of the research and a statement of the clinical relevance of results.

Dr’s are busy and can’t review ALL research - this is a quick summary of the research.

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37
Q

Sections in a research article?

A
  • Title
  • Abstract
  • Body
    • Intro
    • Methods
    • Results
    • Discussion
      - Conclusion and/or clinical significance
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38
Q

What is main goal for the TITLE of your research

A

Make it highly descriptive, and should provide insight to the topic.

39
Q

How long is a typical abstract?

It should answer what ?’s

A

150-200 words (Just a short snapshot of the article)

Who participated
What was purpose
What were variables
Where did it take place
When did it take place
How was data collected
Why should we care
What were results
Why are findings important
40
Q

What goes into the Introduction

A
  • Identify problem and question to be studied
  • Brief review of literature
  • Clear statement of purpose and hypothesis
41
Q

What is the methods section?

What is in the RESULTS section?

A

METHODS:
Who participated, what did they do, what were the procedures, measurements, data, etc. ***And be so specific that it can permit REPLICATION of the study.

RESULTS:
Should provide answers to questions posed, list data, provide results.

42
Q

What goes into discussion section

A
  • Connect current study with previous literature
  • Put results into clinical perspective
  • Offer conclusions
  • List limitations
43
Q

How to save a research article:

A

Author’s Name(s)_Title of Study_Journal_Year

44
Q

Finish this sentence:

The paradigm of evidence based health care is neither ______ nor fully ______

A

old, established.

45
Q

Who are some of the pioneers of EBP in PT?

What are they specifically known for?

A

Cochrane (developed EBM promoting RCT’s)

David Sackett
Gordon Guyatt
both helped with EBP in medicine … clinical epidemiology

46
Q

Scientific method is:

A

1) Observe a natural phenomenon
2) Ask a research question
3) Develop a hypothesis (which predicts answer to question)
4) Design and conduct an experiment to test hypothesis
5) Answer research question on whether experiment confirms or refutes hypothesis
6) Confirm your results by replicating the experiment

47
Q

T or F: A good research question / hypothesis can be based on clinical observation alone?

A

False. Should be based on clinical observation AND existing literature.

48
Q

(SOS)
Dependent variables are:

Independent variables are:

A

Dependent: The main thing being measured in experiment. The outcome measurement. It responds to the IV and depends on other factors.

Independent: An intervention or a variable brought in or manipulated by researcher in the experiment to influence dependent variable. Believed to cause a change to the DV.

49
Q

(SOS) She will give example, you say what is the dependent variable and what is the independent variable:

1) E-stimulation on low back pain
2) Will PT help with multiple scelorsis
3) Will stochastic vibration impact sitting posture
4) Will obesity effect infant sitting postural control
5) Compare ROM among cancer survivors

A

1)
D: back pain
I: E-stimulation

2)
D: motor function
I: PT intervention

3)
D: sitting posture
I: Stochastic vibration

4)
D: Posture control
I: Obesity

5)
D: ROM
I: Cancer survivors

50
Q

What is replication in research, and why is it important?

A

You need to repeat experiment several times to confirm results. Once is not enough (valid and reliable).

You can’t take 30 subjects and make inferences about millions of people. You want to be able to replicate studies many times to different areas and populations to try to get more statistical relevance

Replication ensures that the findings can be generalized to a broader population.

You need inter-testers, and intra-testers. You need large enough sample sizes. You need to do it over and over.

51
Q

What is central tendency

What are examples

What is most commonly used in health care

A

Differences in scores/data across research population group

Mean, Median, Mode

Mean

52
Q

Explain mean, median, mode

A

Mean: Average of all scores/data

Median: individual score between higher half and lower half of scores

Mode: Score that occurs most frequently

53
Q

(SOS) She’ll give an example question of numbers and you have to find mean, median, and mode.

Example: 104,116,116,118,123,127

A

Mean: 117.3
Median: 117
Mode: 116

54
Q

Name the estimates of dispersion (or variability):

A
  • Dispersion: variability of observed values
  • Range: Max score minus Min score
  • Outliers: individual scores outside of normal findings
  • Standard Deviation: How many scores % deviate from the mean
55
Q

(SOS)
Normal distribution is _____ of data points lie within +/- 1 standard deviation of the mean

______ of data is in +/- 2 standard deviations

______ of data is within +/- 3 standard deviations

A

68%

95%

99%

56
Q

What is the symbol for standard deviation?

The larger the standard deviation, the more
________ the variable’s scores are around a
mean.

A

Sigma (a circle with line coming off it)

Spread out

57
Q

Variance is standard deviation ________

What is variance?

Is variability the same as variance?

A

Squared

It measures how far a set of (random) numbers are SPREAD out from their average value. A comparison of two means with these statistical tests is based on the probability of overlap in the normal distribution of the two data sets being compared.

No. Variance is the measurement where variability is the different types of variability from mean.

58
Q

What are the 2 different types of hypothesis’

A

Research Hypothesis (or alternative hypothesis) is Ha = independent variable will cause a change in the dependent variable

Null Hypothesis is Ho = independent variable will NOT cause a change in dependent variable

59
Q

Explain difference between Type I and Type II error

A

Type 1 error: False positive (to a boy: you’re pregnant)

Type 2 error: False negative (to a pregnant girl: you’re not pregnant)

60
Q

What’s the difference between convenience and purposeful sampling:

A

Don’t sample people / populations that are CONVEINENT. Whether that is a population easy to access, or people you know and can convince to use in research. So you recruit who is easiest to get.

A purposive sampling is nonrandom and gets subjects from a non biased area and truly represents population.

61
Q

(SOS)
X stands for:
O stands for:
R stands for:

X O =

OXO =

OXO
O O =

X O
O =

R X O
R O =

R OXO
R O O =

A

X: intervention
O: pre or post test
R: Randomized

X O = one shot posttest study

OXO = one group pre/post test study

OXO
O O = static group pretest posttest study

X O
O = static group posttest deisgn

R X O
R O = Randomized posttest design

R OXO
R O O = Randomized pre/post test study

62
Q

(SOS) Measuring data collected can be classified or categorized into one of 3 types:

Give examples of each:

A

1) Categorical
2) Ordinal
3) Continuous

  • ** Categorical: Gender, blood type, injury, married, etc.
  • Order does NOT matter
  • ** Ordinal: Order of numerical classification is important
  • ORDER MATTERS
  • ** Continuous: Data is on scale that can be continuously broken down
  • Weight -> Height -> Age
63
Q

What is criteria to know whether a study/research/experiment is valid or not?

This is Internal Validity

A
  • If independent variable has definite effect on dependent variable then study is internally valid
  • If other factors influence the dependent variable, then study’s internal validity is questioned.
64
Q

What are confounding variables?

A

Extraneous factors that may result in false relationships and results.

Extraneous factors must be either controlled or quantified.

Ideally, a lab environment allows you to control confounding factors and enhance internal validity.

65
Q

What is bias, and what can be biased in a study?

What is selection bias?

What are delimitations?

A

Bias is some preconceived notion or attitude that impacts study or results before study is even started.

Could come from subjects in study, or the experimenters themselves.

Choosing certain people as subjects in study, or choosing people specifically because they have certain opinions / characteristics / backgrounds.

Delimitations: decisions that investigators make to improve the internal validity of their studies. They are choices made by the researcher which should be mentioned/disclosed. They describe the boundaries that you have set for the study. This is the place to explain: the things that you are not doing (and why you have chosen not to do them).

66
Q

What is blinding in a study?

Who can be blinded?

A

When one or more groups of people are unaware of something happening in the study.

  • Subjects: not aware of something happening in study
  • Experimenters: Not aware of type of group or some factor of the study or assignment of subjects.
  • Clinicians: Should be blinded to assignments of individual subjects
  • *** You could have a single group (above) blinded, or two groups, but never 3 groups.
67
Q

Explain external validity:

A

How much the study actually applies to the GENERAL population in the real world.

The more tightly controlled, biased, non-random the selection of subjects is, or administering of interventions or control of factors, then the LESS generalized the external validity will be to the general population.

68
Q

In terms of the reliability of the test, you have intratester reliability and intertester reliability. What’s the difference:

How is reliability measured?

A

Intra-tester: how the SAME person can repeat valid results over and over

Inter-tester: how different people can produce SAME valid results over and over.

MEASURED:

ICC’s (intra-correlation coefficient): 0 = not reliable, 1 = very reliable.

Pearson’s r: if one measure increases in value the second measure will also increase … so Pearson’s r approaches 1. As one variable increases, the other increases (POSITIVE CORRELATION). As one variable decreases, the other decreases (NEGATIVE correlation). Or as one increases, the other doesn’t (NO correlation).

The Pearson correlation coefficient, r, can take a range of values from +1 to -1. A value of 0 indicates that there is no association between the two variables. A value greater than 0 indicates a positive association; that is, as the value of one variable increases, so does the value of the other variable.

69
Q

What is PRECISION in measuring data?

A

Precision of measurement is how confident one is in the reproducibility of a measure, or STANDARD ERROR OF MEASUREMENT (SEM) in the unit of measure.

70
Q

What is the GOLD standard for most experiments:

R OXO

A

Randomized pre/post test designs

71
Q

In 2000, APTA identified _______ as one of 5 areas for achieving the vision of autonomous practice by 2020

A

EBP

“It seems the most common misconception among my
peers is that evidence-based practice simply involves
reading and applying the research. I learned that EBP
requires critical appraisal of literature and quantifying
the clinical relevance of research findings”

72
Q

In the beginner’s mind there are _____ possibilities. In the expert’s mind there are ____

A

many

few

73
Q

What is a case controlled study

A

A study that compares patients who have a disease or outcome of interest (cases) with patients who do not have the disease or outcome (controls), and looks back retrospectively to compare how frequently the exposure to a risk factor is present in each group to determine the relationship between the risk factor and the disease.

Case control studies are observational because no intervention is attempted and no attempt is made to alter the course of the disease. The goal is to retrospectively determine the exposure to the risk factor of interest from each of the two groups of individuals: cases and controls. These studies are designed to estimate odds.

Case control studies are also known as “retrospective studies” and “case-referent studies.”

74
Q

Which type of study is best (rank them):

  • Cohort Study
  • Case Control Study
  • Randomized Control Study
A

Worst: Case Control Study (retrospective, no intervention)

Ok: Cohort Study (prospective or retrospective … comparative with intervention)

Best: Randomized control (randomized, prospective, etc.)

75
Q

Beneficence and Justice defined

A

Beneficence: Making sure the practicioner or researcher ensures the well being of the client / participant involved in research. The client should benefit without harm.

Justice: Who should benefit from the study? If higher socio-economic class benefits while others don’t, that is not justice. If someone with higher income or better health benefits over another, that is not just.

76
Q

Defining features of a case-controlled study

A
  • It is retrospective
  • Subjects are known to have the outcome of interest & compared to a control group
  • Comparisons are made between groups of subjects based on an outcome rather than an exposure or intervention
77
Q
What type of study is at each level of the hierarchy triangle:
Level 1:
Level 2:
Level 3:
Level 4:
Level 5:
A

1: RCT’s
2: Cohort Studies
3: Case Controlled studies
4: Case series
5: Animal research

So from least to best:

  • Case reprot
  • Case controlled study
  • Cohort study
  • RCT’s
78
Q

What are case series and case studies?

A

Provide NO statistical comparison, but describe the course of care

You can’t make inferences about cause and effect with confidence

79
Q

Remember box of Ha and Ho (research/alternate hypothesis compared to null hypothesis)

A

If Ha is true in SAMPLE result, it is true in POPULATION result.

If Ho is true in SAMPLE result, it is true in POPULATION result.

But if Ha is incorrect - incorrect and Type I error (false positive)

If Ho is incorrect, you get Type II error (False negative)

80
Q

Sampling frame is =

A

Represents the group of individuals who have a real chance of being selected for the sample

81
Q

What are delimitations

A

Decisions that investigators make to improve the internal validity of their studies.

82
Q

Types of validity and their strength:

A

Face Validitiy: examines if instrument appears to measure what it is supposed to (weakest form)

Content Validity:

Construct Validity: examines if an instrument can measure an abstract concept

83
Q

Difference between specificity and sensitivity

A

Test SENSITIVITY is the ability of a test to correctly identify those with the disease/diagnosis/injury (true positive rate)

Test SPECIFICITY is the ability of the test to correctly identify those without the disease (true negative rate)

Sensitivity = HAVING THE CONDITION

Specificity = NOT HAVING THE CONDITION

Sensitivity (True +’s)
Specificity (False +’s)

84
Q

Likelihood ratios are:

A

LRs are basically a ratio of the probability that a test result is correct to the probability that the test result is incorrect.

The Likelihood Ratio (LR) is the likelihood that a given test result would be expected in a patient with the target disorder compared to the likelihood that that same result would be expected in a patient without the target disorder.

85
Q

What is a prognostic factor

A

A prognostic factor is a clinical or biologic characteristic that is objectively measurable and that provides information on the likely outcome of the cancer disease in an untreated individual.

86
Q

What is a diagnostic test

A

A diagnostic test is any approach used to gather clinical information for the purpose of making a clinical decision (i.e., diagnosis). Some examples of diagnostic tests include X-rays, biopsies, pregnancy tests, medical histories, and results from physical examinations.

87
Q

What is a ROC curve plot

A

The ROC curve is a fundamental tool for diagnostic test evaluation. In a ROC curve the true positive rate (Sensitivity) is plotted in function of the false positive rate (100-Specificity) for different cut-off points of a parameter.

88
Q

What is an odds ratio

A

An odds ratio (OR) is a measure of association between an exposure and an outcome. The OR represents the odds that an outcome will occur given a particular exposure, compared to the odds of the outcome occurring in the absence of that exposure.

89
Q

What are pre and post test probabilities

A

Pre-test probability and post-test probability (alternatively spelled pretest and posttest probability) are the probabilities of the presence of a condition (such as a disease) before and after a diagnostic test, respectively.

90
Q

What is a 95% CI

A

If repeated samples were taken and the 95% confidence interval was computed for each sample, 95% of the intervals would contain the population mean. A 95% confidence interval has a 0.95 probability of containing the population mean.

91
Q

Intra-rater =

Inter-rater =

A

Intra: you yourself rate again

Inter: different people rate

92
Q

Explain 4 box table

A

Cases with positive (bad) outcome

Number in exposed group:
A
Number in control group:
C

Cases with negative (good) outcome
Number in exposed group: 	
B	
Number in control group: 	
D
93
Q

THE LAST 20 or so flashcards are on exam 2

A

ok