Research Methods & Evidence-Based Practice Flashcards
7 cards from real CPO practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Research Methods & Evidence-Based Practice flashcards as text
Which type of study design is considered the gold standard for evaluating the effectiveness of a pool sanitation protocol?
Answer: Randomized controlled trial
Randomized controlled trials minimize bias by randomly assigning subjects to treatment and control groups, making them the gold standard for evaluating interventions.
When reviewing a study on cyanuric acid's effect on chlorine efficacy, what is the MOST important indicator of result reliability?
Answer: The study had a large, representative sample size
A large, representative sample size reduces the margin of error and increases the statistical power and reliability of research findings.
A pool operator reads a claim that a new algaecide 'works better than chlorine.' Which evidence type best validates this claim?
Answer: Peer-reviewed comparative studies
Peer-reviewed comparative studies provide objective, vetted evidence that compares the new product against existing standards under controlled conditions.
In evidence-based aquatic facility management, which source of information carries the LEAST scientific weight?
Answer: Anecdotal reports from facility staff
Anecdotal reports are based on personal experience and lack the controlled conditions needed to establish cause-and-effect relationships.
A CPO wants to evaluate whether a new filtration media reduces Cryptosporidium counts. Which measurement approach is most appropriate?
Answer: Standard microbiological testing before and after
Standard microbiological testing directly measures pathogen counts and provides objective, quantifiable data needed to assess filtration effectiveness.
What does 'statistical significance' mean in a study on pool water treatment outcomes?
Answer: The observed difference is unlikely due to chance alone
Statistical significance (typically p<0.05) means the probability that the observed result occurred by chance is less than 5%, indicating a real effect.
Which organization is the PRIMARY source for evidence-based guidelines on public pool operation in the United States?
Answer: Centers for Disease Control and Prevention (CDC)
The CDC's Healthy Swimming Program develops and publishes evidence-based guidelines for healthy and safe recreational water environments in the US.
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