Crowdwork Platform Efficacy Scale
The Crowdwork Platform Efficacy Scale is a scale measure designed to measure the perception of how crowdworkers feel that they can get assistance to complete work on a platform such as Turk, Daemo, [...]. Efficacy reflects the belief of people to attain some goal or complete a task successfully (Bandura, 2006). This scale was included as a part of a 2 week study on the introduction of CrowdGuilds (UIST Submission,2016) to identify changes in self-efficacy between groups to identify changes in efficacy beliefs during the use of the platform.
The Scale
A number of situations can make it hard to complete work on crowdworking platforms. On a scale from 1 (low) to 10 (high), tell us how certain you can find assistance...
PR2 = Problem_Requester --When addressing any problem with a requester
PP = Problem_Platform --When addressing any problem of the platform
DPM = Discover_Platform_Methods --To discover new approaches to get the most from the platform
WPD = Within_Platform_Dispute --To resolve any dispute that exists within the platform
CWP = Control_Work_on_Platform --To take control of the work I perform
MP = Maintain_Privacy --To maintain my privacy where I want it
PR = Protect_Reputation --Act in ways that protect my reputation
Results
Scale Comparisons
Construct Validity: Only scale in the study to demonstrate a consistent curve reflecting change over time. As efficacy, a construct based in social learning theory, is a result from learned behavior, this curve is consistent with the base construct. This curve matches a learning curve.
References
Bandura, A. (2006). Guide for constructing self-efficacy scales. Self-efficacy beliefs of adolescents, 5(307-337).
Data and Scripts
Raw Scored CSV File:File:Scored.csv Normalized Raw Scored CSV File:Scored.n.csv