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Data quality in online human-subjects research: Comparisons between MTurk, Prolific, CloudResearch, Qualtrics, and SONA
With the proliferation of online data collection in human-subjects research, concerns have
been raised over the presence of inattentive survey participants and non-human …
been raised over the presence of inattentive survey participants and non-human …
Comparing attentional disengagement between Prolific and MTurk samples
Attention often disengages from primary tasks in favor of secondary tasks (ie, multitasking)
and task-unrelated thoughts (ie, mind wandering). We assessed whether attentional …
and task-unrelated thoughts (ie, mind wandering). We assessed whether attentional …
Replication: How well do my results generalize now? The external validity of online privacy and security surveys
Privacy and security researchers often rely on data collected through online crowdsourcing
platforms such as Amazon Mechanical Turk (MTurk) and Prolific. Prior work---which used …
platforms such as Amazon Mechanical Turk (MTurk) and Prolific. Prior work---which used …
[HTML][HTML] Accuracy and social motivations shape judgements of (mis) information
The extent to which belief in (mis) information reflects lack of knowledge versus a lack of
motivation to be accurate is unclear. Here, across four experiments (n= 3,364), we motivated …
motivation to be accurate is unclear. Here, across four experiments (n= 3,364), we motivated …
Lab-like findings from online experiments
Laboratory experiments have been often replaced by online experiments in the last decade.
This trend has been reinforced when academic and research work based on physical …
This trend has been reinforced when academic and research work based on physical …
Careless responding: Why many findings are spurious or spuriously inflated
Contrary to long-standing conventional wisdom, failing to exclude data from carelessly
responding participants on questionnaires or behavioral tasks will frequently result in false …
responding participants on questionnaires or behavioral tasks will frequently result in false …
Intersectional invisibility in women's diversity interventions
Many diversity interventions for women are ineffective. One reason for this may be that the
field that diversity interventions are usually based on, the social sciences, often do not …
field that diversity interventions are usually based on, the social sciences, often do not …
Meganno+: A human-llm collaborative annotation system
Large language models (LLMs) can label data faster and cheaper than humans for various
NLP tasks. Despite their prowess, LLMs may fall short in understanding of complex …
NLP tasks. Despite their prowess, LLMs may fall short in understanding of complex …
Understanding people's concerns and attitudes toward smart cities
Designing privacy-respecting and human-centric smart cities requires a careful investigation
of people's attitudes and concerns toward city-wide data collection scenarios. To capture a …
of people's attitudes and concerns toward city-wide data collection scenarios. To capture a …
[HTML][HTML] The perceived impacts of short-term rental platforms: Comparing the United States and United Kingdom
Short-term rental platforms such as Airbnb have enjoyed considerable success in recent
years. However, critics accuse the platforms of having negative impacts, leading to …
years. However, critics accuse the platforms of having negative impacts, leading to …