The question of internal validity refers to

  • Journal List
  • J Bras Pneumol
  • v.44(3); May-Jun 2018
  • PMC6188693

J Bras Pneumol. 2018 May-Jun; 44(3): 183.

CLINICAL SCENARIO

In a multicenter study in France, investigators conducted a randomized controlled trial to test the effect of prone vs. supine positioning ventilation on mortality among patients with early, severe ARDS. They showed that prolonged prone-positioning ventilation decreased 28-day mortality [hazard ratio (HR) = 0.39; 95% CI: 0.25-0.63]. 1

STUDY VALIDITY

The validity of a research study refers to how well the results among the study participants represent true findings among similar individuals outside the study. This concept of validity applies to all types of clinical studies, including those about prevalence, associations, interventions, and diagnosis. The validity of a research study includes two domains: internal and external validity.

Internal validity is defined as the extent to which the observed results represent the truth in the population we are studying and, thus, are not due to methodological errors. In our example, if the authors can support that the study has internal validity, they can conclude that prone positioning reduces mortality among patients with severe ARDS. The internal validity of a study can be threatened by many factors, including errors in measurement or in the selection of participants in the study, and researchers should think about and avoid these errors.

Once the internal validity of the study is established, the researcher can proceed to make a judgment regarding its external validity by asking whether the study results apply to similar patients in a different setting or not (Figure 1). In the example, we would want to evaluate if the results of the clinical trial apply to ARDS patients in other ICUs. If the patients have early, severe ARDS, probably yes, but the study results may not apply to patients with mild ARDS. External validity refers to the extent to which the results of a study are generalizable to patients in our daily practice, especially for the population that the sample is thought to represent.

The question of internal validity refers to

Internal and external validity.

Lack of internal validity implies that the results of the study deviate from the truth, and, therefore, we cannot draw any conclusions; hence, if the results of a trial are not internally valid, external validity is irrelevant. 2 Lack of external validity implies that the results of the trial may not apply to patients who differ from the study population and, consequently, could lead to low adoption of the treatment tested in the trial by other clinicians.

INCREASING VALIDITY OF RESEARCH STUDIES

To increase internal validity, investigators should ensure careful study planning and adequate quality control and implementation strategies-including adequate recruitment strategies, data collection, data analysis, and sample size. External validity can be increased by using broad inclusion criteria that result in a study population that more closely resembles real-life patients, and, in the case of clinical trials, by choosing interventions that are feasible to apply. 2

REFERENCES

1. Guérin C, Reignier J, Richard JC, Beuret P, Gacouin A, Boulain T. Prone positioning in severe acute respiratory distress syndrome. N Engl J Med. 2013;368(23):2159–2168. doi: 10.1056/NEJMoa1214103. [PubMed] [CrossRef] [Google Scholar]

2. Akobeng AK. Assessing the validity of clinical trials. J Pediatr Gastroenterol Nutr. 2008;47(3):277–282. doi: 10.1097/MPG.0b013e31816c749f. [PubMed] [CrossRef] [Google Scholar]


Articles from Jornal Brasileiro de Pneumologia are provided here courtesy of Sociedade Brasileira de Pneumologia e Tisiologia (Brazilian Thoracic Society)


Answer the following questions and then press 'Submit' to get your score.

Question 1

What is a research design?

a) A way of conducting research that is not grounded in theory

b) The choice between using qualitative or quantitative methods

c) The style in which you present your research findings, e.g. a graph

d) A framework for every stage of the collection and analysis of data

Question 2

If a study is "reliable", this means that:

a) It was conducted by a reputable researcher who can be trusted

b) The measures devised for concepts are stable on different occasions

c) The findings can be generalized to other social settings

d) The methods are stated clearly enough for the research to be replicated

Question 3

"Internal validity" refers to:

a) Whether or not there is really a causal relationship between two variables

b) Whether or not the findings are relevant to the participants' everyday lives

c) The degree to which the researcher feels that this was a worthwhile project

d) How accurately the measurements represent underlying concepts

Question 4

Lincoln & Guba (1985) propose that an alternative criterion for evaluating qualitative research would be:

a) Impressiveness

b) Trustworthiness

c) Joyfulness

d) Messiness

Question 5

Naturalism has been defined as:

a) Viewing natural and social objects as belonging to the same realm

b) Being true to the nature of the phenomenon under investigation

c) Minimising the intrusion of artificial methods of data collection into the field

d) All of the above

Question 6

In an experimental design, the dependent variable is:

a) The one that is not manipulated and in which any changes are observed

b) The one that is manipulated in order to observe any effects on the other

c) A measure of the extent to which personal values affect research

d) An ambiguous concept whose meaning depends on how it is defined

Question 7

What is a cross-sectional design?

a) A study of one particular section of society, e.g. the middle classes

b) One that is devised when the researcher is in a bad mood

c) The collection of data from more than one case at one moment in time

d) A comparison of two or more variables over a long period of time

Question 8

Survey research is cross-sectional and therefore:

a) High in replicability but low in internal validity

b) High in internal validity but low in reliability

c) High in ecological validity but low in external validity

d) None of the above

Question 9

Panel and cohort designs differ, in that:

a) Cohort studies involve quantitative research, whereas panel studies are qualitative

b) A panel study does not need rules to handle new entrants to households

c) Only a cohort study will suffer from sample attrition

d) A panel study can distinguish between age effects and cohort effects, but a cohort design can only detect ageing effects

Question 10

Cross cultural studies are an example of:

a) Case study design

b) Comparative design

c) Experimental design

d) Longitudinal design

 

What does internal validity refers to quizlet?

Internal Validity. Internal validity refers to whether the effects observed in a study are due to the manipulation of the independent variable and not some other factor. In-other-words there is a causal relationship between the independent and dependent variable.

What is internal validity also known as?

Internal validity refers to the degree of confidence that the causal relationship being tested is trustworthy and not influenced by other factors or variables. External validity refers to the extent to which results from a study can be applied (generalized) to other situations, groups or events.