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Chuey A, Boyce V, Cao A, Frank MC. Conducting Developmental Research Online vs. In-Person: A Meta-Analysis. Open Mind (Camb) 2024; 8:795-808. [PMID: 38957506 PMCID: PMC11219065 DOI: 10.1162/opmi_a_00147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 05/01/2024] [Indexed: 07/04/2024] Open
Abstract
An increasing number of psychological experiments with children are being conducted using online platforms, in part due to the COVID-19 pandemic. Individual replications have compared the findings of particular experiments online and in-person, but the general effect of data collection method on data collected from children is still unknown. Therefore, the goal of the current meta-analysis is to estimate the average difference in effect size for developmental studies conducted online compared to the same studies conducted in-person. Our pre-registered analysis includes 211 effect sizes calculated from 30 papers with 3282 children, ranging in age from four months to six years. The estimated effect size for studies conducted online was slightly smaller than for their counterparts conducted in-person, a difference of d = -.05, but this difference was not significant, 95% CI = [-.17, .07]. We examined several potential moderators of the effect of online testing, including the role of dependent measure (looking vs verbal), online study method (moderated vs unmoderated), and age, but none of these were significant. The literature to date thus suggests-on average-small differences in results between in-person and online experimentation.
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Affiliation(s)
- Aaron Chuey
- Department of Psychology, Stanford University, Stanford, CA, USA
| | - Veronica Boyce
- Department of Psychology, Stanford University, Stanford, CA, USA
| | - Anjie Cao
- Department of Psychology, Stanford University, Stanford, CA, USA
| | - Michael C. Frank
- Department of Psychology, Stanford University, Stanford, CA, USA
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2
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Menendez D, Labotka D, Umscheid VA, Gelman SA. The social aspects of illness: Children's and parents' explanations of the relation between social categories and illness in a predominantly white U.S. sample. Child Dev 2024. [PMID: 38730563 DOI: 10.1111/cdev.14110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2024]
Abstract
The COVID-19 pandemic in the United States has had a disproportionate impact on Black, low-income, and elderly individuals. We recruited 175 predominantly white children ages 5-12 and their parents (N = 112) and asked which of two individuals (differing in age, gender, race, social class, or personality) was more likely to get sick with either COVID-19 or the common cold and why. Children and parents reported that older adults were more likely to get sick than younger adults, but reported few differences based on gender, race, social class, or personality. Children predominantly used behavioral explanations, but older children used more biological and structural explanations. Thus, children have some understanding of health disparities, and their understanding increases with age.
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Affiliation(s)
- David Menendez
- University of California-Santa Cruz, Santa Cruz, California, USA
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Leung TS, Zeng G, Maylott SE, Martinez SN, Jakobsen KV, Simpson EA. Infection detection in faces: Children's development of pathogen avoidance. Child Dev 2024; 95:e35-e46. [PMID: 37589080 DOI: 10.1111/cdev.13983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 06/20/2023] [Accepted: 07/05/2023] [Indexed: 08/18/2023]
Abstract
This study examined the development of children's avoidance and recognition of sickness using face photos from people with natural, acute, contagious illness. In a U.S. sample of fifty-seven 4- to 5-year-olds (46% male, 70% White), fifty-two 8- to 9-year-olds (26% male, 62% White), and 51 adults (59% male, 61% White), children and adults avoided and recognized sick faces (ds ranged from 0.38 to 2.26). Both avoidance and recognition improved with age. Interestingly, 4- to 5-year-olds' avoidance of sick faces positively correlated with their recognition, suggesting stable individual differences in these emerging skills. Together, these findings are consistent with a hypothesized immature but functioning and flexible behavioral immune system emerging early in development. Characterizing children's sickness perception may help design interventions to improve health.
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Affiliation(s)
- Tiffany S Leung
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
| | - Guangyu Zeng
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
- Division of Applied Psychology, The Chinese University of Hong Kong, Shenzhen, China
| | - Sarah E Maylott
- Department of Psychiatry & Behavioral Sciences, Duke University, Durham, North Carolina, USA
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Labotka D, Gelman SA. "It kinda has like a mind": Children's and parents' beliefs concerning viral disease transmission for COVID-19 and the common cold. Cognition 2023; 235:105413. [PMID: 36842249 PMCID: PMC9941317 DOI: 10.1016/j.cognition.2023.105413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 02/02/2023] [Accepted: 02/13/2023] [Indexed: 02/25/2023]
Abstract
How people reason about disease transmission is central to their commonsense theories, scientific literacy, and adherence to public health guidelines. This study provided an in-depth assessment of U.S. children's (ages 5-12, N = 180) and their parents' (N = 125) understanding of viral transmission of COVID-19 and the common cold, during the first year of the COVID-19 pandemic. The primary aim was to discover children's causal models of viral transmission, by asking them to predict and explain counter-intuitive outcomes (e.g., asymptomatic disease, symptom delay) and processes that cannot be directly observed (e.g., viral replication, how vaccines work). A secondary aim was to explore parental factors that might contribute to children's understanding. Although even the youngest children understood germs as disease-causing and were highly knowledgeable about certain behaviors that transmit or block viral disease (e.g., sneezing, mask-wearing), they generally failed to appreciate the processes that play out over time within the body. Overall, children appeared to rely on two competing mental models of viruses: one in which viruses operate strictly via mechanical processes (movement through space), and one in which viruses are small living creatures, able to grow in size and to move by themselves. These results suggest that distinct causal frameworks co-exist in children's understanding. A challenge for the future is how to teach children about illness as a biological process without also fostering inappropriate animism or anthropomorphism of viruses.
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Affiliation(s)
| | - Susan A. Gelman
- Corresponding author at: 530 Church St., Department of Psychology, University of Michigan, Ann Arbor, MI 48109-1043, USA
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DeJesus JM, Venkatesh S, Elmore-Li CR. Food as a key disgust elicitor in infancy and childhood: Previous research and opportunities for future study. Bull Menninger Clin 2023; 87:92-112. [PMID: 37871192 DOI: 10.1521/bumc.2023.87.suppa.92] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Disliked foods may have important value in the study of the development of disgust. The current review draws from literature across disciplines, including theories of disgust and studies of the development of eating behavior and food preferences, to highlight food as an important category of disgust responses across a wide age range, including children as young as 3 years old and adults. Children's disgust responses to certain types of food are considered to be both innate and culturally constrained behaviors, and their perceptions of other people's food choices indicate potential links between foods and cultural groups. We end by discussing several ongoing and future research areas, including connections between disgust responses and food rejection in infancy and children's food rejection behaviors across cultures.
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Affiliation(s)
- Jasmine M DeJesus
- Department of Psychology, University of North Carolina at Greensboro
| | - Shruthi Venkatesh
- Department of Psychology, University of North Carolina at Greensboro
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Labotka D, Gelman SA. Scientific and Folk Theories of Viral Transmission: A Comparison of COVID-19 and the Common Cold. Front Psychol 2022; 13:929120. [PMID: 35837651 PMCID: PMC9274272 DOI: 10.3389/fpsyg.2022.929120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 06/09/2022] [Indexed: 11/13/2022] Open
Abstract
Disease transmission is a fruitful domain in which to examine how scientific and folk theories interrelate, given laypeople’s access to multiple sources of information to explain events of personal significance. The current paper reports an in-depth survey of U.S. adults’ (N = 238) causal reasoning about two viral illnesses: a novel, deadly disease that has massively disrupted everyone’s lives (COVID-19), and a familiar, innocuous disease that has essentially no serious consequences (the common cold). Participants received a series of closed-ended and open-ended questions probing their reasoning about disease transmission, with a focus on causal mechanisms underlying disease contraction, transmission, treatment, and prevention; non-visible (internal) biological processes; and ontological frameworks regarding what kinds of entities viruses are. We also assessed participants’ attitudes, such as their trust in scientific experts and willingness to be vaccinated. Results indicated complexity in people’s reasoning, consistent with the co-existence of multiple explanatory frameworks. An understanding of viral transmission and viral replication existed alongside folk theories, placeholder beliefs, and lack of differentiation between viral and non-viral disease. For example, roughly 40% of participants who explained illness in terms of the transmission of viruses also endorsed a non-viral folk theory, such as exposure to cold weather or special foods as curative. Additionally, participants made use of competing modes of construal (biological, mechanical, and psychological) when explaining how viruses operate, such as framing the immune system response (biological) as cells trying to fight off the virus (psychological). Indeed, participants who displayed greater knowledge about viral transmission were significantly more likely to anthropomorphize bodily processes. Although comparisons of COVID-19 and the common cold revealed relatively few differences, the latter, more familiar disease elicited consistently lower levels of accuracy and greater reliance on folk theories. Moreover, for COVID-19 in particular, accuracy positively correlated with attitudes (trusting medical scientists and taking the disease more seriously), self-protective behaviors (such as social distancing and mask-wearing), and willingness to be vaccinated. For both diseases, self-assessed knowledge about the disease negatively predicted accuracy. The results are discussed in relation to challenges for formal models of explanatory reasoning.
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Fefferman NH, Blacker KA, Price CA, LoBue V. When do children avoid infection risks: Lessons for schools during the COVID-19 pandemic. iScience 2022; 25:103989. [PMID: 35252803 PMCID: PMC8881814 DOI: 10.1016/j.isci.2022.103989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The physical closing of schools because of COVID-19 has disrupted both student learning and family logistics. There is significant pressure for in-person learning to remain open for all children. However, as is expected with outbreaks of novel infections, vaccines and other pharmaceutical therapeutics may not be instantly available. This raises serious public health questions about the risks to children and society at large. The best protective measures for keeping young children in school focus on behaviors that limit transmission. It is therefore critical to understand how we can engage children in age-appropriate ways that will best support their ability to adhere to protocols effectively. Here, we synthesize published studies with new results to investigate the earliest ages at which children form an understanding of infection risk and when they can translate that understanding effectively to protective action.
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Affiliation(s)
- Nina H Fefferman
- National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, TN 37966, USA.,Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN 37966, USA.,Department of Mathematics, University of Tennessee, Knoxville, TN 37966, USA
| | - Katy-Ann Blacker
- Department of Psychology, Rutgers University, Newark, NJ 07102, USA
| | - Charles A Price
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN 37966, USA
| | - Vanessa LoBue
- Department of Psychology, Rutgers University, Newark, NJ 07102, USA
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Rao N, Fisher PA. The impact of the COVID-19 pandemic on child and adolescent development around the world. Child Dev 2021; 92:e738-e748. [PMID: 34569058 PMCID: PMC8652930 DOI: 10.1111/cdev.13653] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Nirmala Rao
- Faculty of EducationThe University of Hong KongHong Kong
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9
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Affiliation(s)
- Megan R Gunnar
- Institute of Child Development, University of Minnesota, Minneapolis, Minnesota, USA
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