Why Not Interview?

2021 ◽  
Author(s):  
Melissa D. Pike ◽  
Deborah M. Powell ◽  
Joshua S. Bourdage ◽  
Eden-Raye Lukacik
Keyword(s):  
Personnel Selection ◽  
Question Type ◽  
Self Report ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Judgment Accuracy ◽  
Activation Theory ◽  
Trait Activation ◽  
The Impact ◽  
Valuable Predictor

Abstract. Honesty-Humility is a valuable predictor in personnel selection; however, problems with self-report measures create a need for new tools to judge this trait. Therefore, this research examines the interview as an alternative for assessing Honesty-Humility and how to improve judgments of Honesty-Humility in the interview. Using trait activation theory, we examined the impact of interview question type on Honesty-Humility judgment accuracy. We hypothesized that general personality-tailored questions and probes would increase the accuracy of Honesty-Humility judgments. Nine hundred thirty-three Amazon Mechanical Turk workers watched and rated five interviews. Results found that general questions with probes and specific questions without probes led to the best Honesty-Humility judgments. These findings support the realistic accuracy model and provide implications for Honesty-Humility-based interviews.

An Analysis of the Perception of Psoriasis Symptoms and the Impact on Willingness to Seek Medical Attention

2020 ◽  
Vol 5 (3) ◽  
pp. 109-113
Author(s):  
Jeremy K. Bray ◽  
Steven R. Feldman
Keyword(s):  
Medical Care ◽  
Analysis Of Variance ◽  
Daily Life ◽  
Severe Psoriasis ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Medical Attention ◽  
Medical Visit ◽  
Daily Lives ◽  
The Impact

Background: Most people with psoriasis do not have a medical visit for psoriasis within a given year. Objective: To assess individuals’ perceptions of the impact of psoriasis symptoms and how this impact affects willingness to seek medical attention. Methods: A total of 302 subjects with self-reported psoriasis were recruited through Amazon Mechanical Turk and surveyed via Qualtrics to assess the impact of psoriasis on their daily lives and willingness to seek medical care. Comparisons were made between subjects presented with either an image of mild psoriasis or severe psoriasis. Outcome measures were evaluated on a 10-point Likert scale and compared using 1-way analysis of variance and 2-group t tests. Results: In the mild and severe psoriasis groups, those who rated the impact on their daily life ≥8 (1-10 scale) reported a greater willingness to seek medical attention for their psoriasis ( M = 9.1, SD = 1.5) compared to those who rated the impact between 6 and 7 ( M = 7.5, SD = 1.9, P < .01) and between 1 and 5 ( M = 6.4, SD = 2.4, P < .01). Those who rated the impact between 6 and 7 ( M = 7.5, SD = 1.9) reported a greater willingness to seek medical attention compared to those who rated the impact between 1 and 5 ( M = 6.4, SD = 2.4, P < .01). Conclusion: Patients with psoriasis may not visit a dermatologist in part due to not viewing their symptoms as severe enough to seek medical attention.

scholarly journals Mindfulness as Practice: A Network Analysis of FMI data

2020 ◽  
Author(s):  
Joseph Smith ◽  
Heather Kempton ◽  
Matt Williams ◽  
Clifford van Ommen
Keyword(s):  
Latent Variable ◽  
Self Report ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Mindfulness Practice ◽  
Network Density ◽  
Future Research ◽  
Significant Difference ◽  
Mindfulness Practices ◽  
Alternative Methodology

ObjectiveBy committing to latent variable models, mindfulness research has aimed to transform observable practices into an identifiable real ‘mindfulness’ experience which is claimed to exist beyond what is directly observed. Recently, an alternative methodology has been developed which allows mindfulness to be modelled as a complex system or network at the level of self-report. This study hypothesised that a more densely connected network of observable practices is indicative of a greater level of development of mindfulness. MethodsMindfulness networks were estimated for practitioners and non-practitioners using the Friedberg Mindfulness Inventory (FMI). A total of 371 regular mindfulness practitioners, 224 non-practitioners and 59 irregular practitioners were recruited online from the Amazon Mechanical Turk database. ResultsComparisons of practitioners’ and non-practitioners’ networks indicated that network density did not significantly differ, whereas evidence was found in support of a significant difference in network structure. An exploratory analysis revealed that the FMI item representing the mindfulness practice of Acceptance was substantially more central in the Practitioners FMI network, relative to its position in the Non-practitioners FMI network. FMI items representing the mindfulness practices of Self-kindness and Returning to the Present were substantially more peripheral to the practitioners FMI network relative to their position in the non-practitioners FMI network. Conclusions.The study provides proof-of-principle support for investigating mindfulness as a complex network at the level of self-report. However, the lack of difference in network density indicates that future research is needed to examine network dynamics in the context of regular mindfulness practice.

scholarly journals The Effect of Cigarillo Packaging Characteristics on Young Adult Perceptions and Intentions: An Experimental Study

2021 ◽  
Vol 18 (8) ◽  
pp. 4330
Author(s):  
Cristine D. Delnevo ◽  
Michelle Jeong ◽  
Ollie Ganz ◽  
Daniel P. Giovenco ◽  
Erin Miller Lo
Keyword(s):  
Experimental Study ◽  
Young Adult ◽  
Factorial Design ◽  
Purchase Intentions ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Brand Name ◽  
Price Promotions ◽  
Product Features ◽  
The Impact

Research demonstrates that characteristics of cigarette packaging influence consumer product perceptions, yet the current literature on the impact of cigar packaging is limited. This study aims to examine how different cigarillo packaging features influence young adult cigar smokers’ perceptions. In 2016, we recruited past-year cigar users aged 18–34 from Amazon Mechanical Turk (N = 1260). We utilized a 2 × 2 × 3 × 2 between-subjects factorial design, randomly assigning participants to view one of 24 images of a cigarillo package that varied by brand (Black & Mild vs. Swisher Sweets), brand name (full vs. abbreviated), color (brown vs. green vs. purple), and price promotion (present vs. absent). Participants rated the product on several perceptions and purchase intentions, and they reported on cigar use and demographics. Overall, color and brand name influenced perceptions, but effects varied by brand. For Swisher Sweets, only price promotions influenced perceptions (e.g., taste, use for marijuana); for Black & Mild, all packaging features influenced perceptions (e.g., harshness, tobacco quality), and price promotions increased purchase intentions. Our findings also raise questions that product features may interact with one another, with certain features, such as color, overpowering other attributes. More research is needed to understand the impact of other packaging features, such as warning labels, on product perceptions across a variety of brands.

scholarly journals Anomalous responses on Amazon Mechanical Turk: An Indian perspective

2021 ◽  
Vol 8 (2) ◽  
pp. 205316802110169
Author(s):  
William O’Brochta ◽  
Sunita Parikh
Keyword(s):  
United States ◽  
Data Quality ◽  
The United States ◽  
Self Report ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Foreign Workers ◽  
Improve Data Quality ◽  
The Us ◽  
Indian Perspective

What can researchers do to address anomalous survey and experimental responses on Amazon Mechanical Turk (MTurk)? Much of the anomalous response problem has been traced to India, and several survey and technological techniques have been developed to detect foreign workers accessing US-specific surveys. We survey Indian MTurkers and find that 26% pass survey questions used to detect foreign workers, and 3% claim to be located in the United States. We show that restricting respondents to Master Workers and removing the US location requirement encourages Indian MTurkers to correctly self-report their location, helping to reduce anomalous responses among US respondents and to improve data quality. Based on these results, we outline key considerations for researchers seeking to maximize data quality while keeping costs low.

scholarly journals Preference for hierarchy is related to the motivation to feel less empathy and more schadenfreude towards low status people

2020 ◽  
Author(s):  
Sa-kiera Tiarra Jolynn Hudson ◽  
Mina Cikara ◽  
Jim Sidanius
Keyword(s):  
Social Dominance ◽  
Social Dominance Orientation ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Strategic Motivation ◽  
The Impact

Social dominance orientation (SDO)—the tendency to accept and endorse group-based dominance—has been linked with reduced empathy and increased schadenfreude (i.e., pleasure at the misfortunes of others) towards competitive others. Are these outcomes driven by a strategic motivation to feel emotions that facilitate hierarchy-reinforcing behaviors (and avoid those that interfere)? Across three pre-registered studies using Amazon Mechanical Turk participants (N = 1724), we find that SDO determines which emotions people want and choose to feel. People with higher (relative to lower) levels of SDO make similar predictions of others’ emotions when asked, but desire to feel less empathy and schadenfreude toward low-status targets, and when given a choice, choose to feel less empathy and more schadenfreude. This work adds to a growing literature on the impact of ideology—in this case, SDO—on emotion tendencies and further expands work on the motivated nature of empathy.

scholarly journals Lie for a Dime: When most prescreening responses are honest but most "eligible" respondents are lies

2016 ◽  
Author(s):  
Jesse J. Chandler ◽  
Gabriele Paolacci
Keyword(s):  
Data Quality ◽  
Self Report ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Large Samples

AbstractThe Internet has enabled recruitment of large samples with specificcharacteristics. However, when researchers rely on participant self-reportto determine eligibility, data quality depends on participant honesty.Across four studies on Amazon Mechanical Turk, we show that a substantialnumber of participants misrepresent theoretically relevant characteristics(e.g., demographics, product ownership) to meet eligibility criteriaexplicit in the studies or inferred by exclusion from the study on a firstattempt or in previous experiences with similar studies. When recruitingrare populations, a large proportion of responses can be deceptive. Weconclude with recommendations about how to ensure that ineligibleparticipants are excluded that are applicable to a wide variety of datacollection efforts that rely on self-report.

scholarly journals Power of Bonus in Pricing for Crowdsourcing

2021 ◽  
Vol 5 (3) ◽  
pp. 1-25
Author(s):  
Suho Shin ◽  
Hoyong Choi ◽  
Yung Yi ◽  
Jungseul Ok
Keyword(s):  
A Priori ◽  
Constant Factor ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Task Completion ◽  
Pricing Policy ◽  
Bonus Payment ◽  
Pricing Policies ◽  
Pricing Rules ◽  
The Impact

We consider a simple form of pricing for a crowdsourcing system, where pricing policy is published a priori, and workers then decide their task acceptance. Such a pricing form is widely adopted in practice for its simplicity, e.g., Amazon Mechanical Turk, although additional sophistication to pricing rule can enhance budget efficiency. With the goal of designing efficient and simple pricing rules, we study the impact of the following two design features in pricing policies: (i) personalization tailoring policy worker-by-worker and (ii) bonus payment to qualified task completion. In the Bayesian setting, where the only prior distribution of workers' profiles is available, we first study the Price of Agnosticism (PoA) that quantifies the utility gap between personalized and common pricing policies. We show that PoA is bounded within a constant factor under some mild conditions, and the impact of bonus is essential in common pricing. These analytic results imply that complex personalized pricing can be replaced by simple common pricing once it is equipped with a proper bonus payment. To provide insights on efficient common pricing, we then study the efficient mechanisms of bonus payment for several profile distribution regimes which may exist in practice. We provide primitive experiments on Amazon Mechanical Turk, which support our analytical findings.

scholarly journals Who Wears the MAGA Hat? Racial Beliefs and Faith in Trump

2021 ◽  
Vol 7 ◽  
pp. 237802312199260 ◽  
Author(s):  
Amanda Graham ◽  
Francis T. Cullen ◽  
Leah C. Butler ◽  
Alexander L. Burton ◽  
Velmer S. Burton
Keyword(s):  
The United States ◽  
Mechanical Turk ◽  
Amazon Mechanical Turk ◽  
Future Research ◽  
The Political ◽  
Donald Trump ◽  
Political Consequences ◽  
Racial Resentment ◽  
White Nationalism ◽  
The Impact

On the basis of a 2019 YouGov survey of white respondents ( n = 734), the impact of racial beliefs on support for Donald Trump was explored. The analysis revealed that in addition to racial resentment, white nationalism—a desire to keep the United States white demographically and culturally—was strongly related to faith in Trump. Analyses based on a 2019 Amazon Mechanical Turk survey yielded similar results and also showed that white nationalism increased willingness to wear a MAGA hat. Future research on the political consequences of racial beliefs should focus on what whites think not only of blacks but also of themselves.

The Stereotype Threat Effect

2018 ◽  
Vol 29 (4) ◽  
pp. 249-258 ◽  
Author(s):  
Steffen Moritz ◽  
Insa Happach ◽  
Karla Spirandelli ◽  
Tania M. Lincoln ◽  
Fabrice Berna
Keyword(s):  
Stereotype Threat ◽  
Self Report ◽  
Neuropsychological Performance ◽  
Neurocognitive Deficits ◽  
Online Study ◽  
Memory And Attention ◽  
Threat Effect ◽  
Efficacy Expectations ◽  
Study Participants ◽  
The Impact

Abstract. Neurocognitive deficits in patients with mental disorders are partially due to secondary influences. “Stereotype threat” denotes the phenomenon that performance is compromised when a participant is confronted with a devaluing stereotype. The present study examined the impact of stereotype threat on neuropsychological performance in schizophrenia. Seventy-seven participants with a self-reported diagnosis of schizophrenia were randomly assigned to either an experimental condition involving stereotype threat activation or a control condition in an online study. Participants completed memory and attention tests as well as questionnaires on motivation, self-efficacy expectations, cognitive complaints, and self-stigmatization. Contrary to our prediction, the two groups showed no significant differences regarding neuropsychological performance and self-report measures. Limitations, such as a possibly too weak threat cue, are discussed and recommendations for future studies are outlined.

Research Participation Experiences of Informants of Suicide and Control Cases

Crisis ◽  
2010 ◽  
Vol 31 (5) ◽  
pp. 238-246 ◽  
Author(s):  
Paul W. C. Wong ◽  
Wincy S. C. Chan ◽  
Philip S. L. Beh ◽  
Fiona W. S. Yau ◽  
Paul S. F. Yip ◽  
...  
Keyword(s):  
Ethical Issues ◽  
Research Participation ◽  
Self Report ◽  
Initial Contact ◽  
Psychological Autopsy ◽  
Autopsy Study ◽  
The People ◽  
And Control ◽  
The Impact

Background: Ethical issues have been raised about using the psychological autopsy approach in the study of suicide. The impact on informants of control cases who participated in case-control psychological autopsy studies has not been investigated. Aims: (1) To investigate whether informants of suicide cases recruited by two approaches (coroners’ court and public mortuaries) respond differently to the initial contact by the research team. (2) To explore the reactions, reasons for participation, and comments of both the informants of suicide and control cases to psychological autopsy interviews. (3) To investigate the impact of the interviews on informants of suicide cases about a month after the interviews. Methods: A self-report questionnaire was used for the informants of both suicide and control cases. Telephone follow-up interviews were conducted with the informants of suicide cases. Results: The majority of the informants of suicide cases, regardless of the initial route of contact, as well as the control cases were positive about being approached to take part in the study. A minority of informants of suicide and control cases found the experience of talking about their family member to be more upsetting than expected. The telephone follow-up interviews showed that none of the informants of suicide cases reported being distressed by the psychological autopsy interviews. Limitations: The acceptance rate for our original psychological autopsy study was modest. Conclusions: The findings of this study are useful for future participants and researchers in measuring the potential benefits and risks of participating in similar sensitive research. Psychological autopsy interviews may be utilized as an active engagement approach to reach out to the people bereaved by suicide, especially in places where the postvention work is underdeveloped.

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