Organizational Researcher: A recent study analyzed the productivity of software development teams at several major technology firms. The study found that teams utilizing 'OpenSpace'—a novel, unstructured collaborative software environment—shipped on average 20 percent more product updates per quarter than teams using traditional, highly structured project management software. Clearly, adopting OpenSpace inherently increases a team's productivity by fostering spontaneous collaboration.
Which one of the following, if true, most seriously weakens the organizational researcher's argument?
- ATeams that were forced to switch from OpenSpace back to traditional software experienced a notable decline in the number of product updates shipped per quarter.
- BThe study's methodology was flawed because it counted minor bug fixes as product updates, meaning the OpenSpace teams did not actually ship more substantial updates.
- CAlthough OpenSpace teams shipped a greater number of updates, the traditional teams successfully resolved a higher percentage of the critical security vulnerabilities assigned to them.
- Tech firms typically restrict the use of unstructured environments like OpenSpace to teams that have already demonstrated the highest levels of baseline productivity.Cevap
- EThe technology firms that rely exclusively on traditional project management software tend to have more employees overall than the firms that encourage the use of OpenSpace.
Cevap
The correct answer is the statement indicating that firms restrict OpenSpace to teams that have already demonstrated the highest levels of baseline productivity.
The argument concludes that adopting OpenSpace causes an increase in productivity, based solely on the correlational evidence that teams currently using OpenSpace are more productive. The correct answer undermines this by introducing a severe selection bias: if only the most highly productive teams are allowed to use OpenSpace in the first place, then their high productivity was a pre-existing condition, not a result of the software. This demonstrates reverse causation.
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Causal Reasoning and Alternate Explanations