An open repository of real-time COVID-19 indicators.

The COVID-19 pandemic presented enormous data challenges in the United States. Policy makers, epidemiological modelers, and health researchers all require up-to-date data on the pandemic and relevant public behavior, ideally at fine spatial and temporal resolution. The COVIDcast API is our attempt to fill this need: Operational since April 2020, it provides open access to both traditional public health surveillance signals (cases, deaths, and hospitalizations) and many auxiliary indicators of COVID-19 activity, such as signals extracted from deidentified medical claims data, massive online surveys, cell phone mobility data, and internet search trends. These are available at a fine geographic resolution (mostly at the county level) and are updated daily. The COVIDcast API also tracks all revisions to historical data, allowing modelers to account for the frequent revisions and backfill that are common for many public health data sources. All of the data are available in a common format through the API and accompanying R and Python software packages. This paper describes the data sources and signals, and provides examples demonstrating that the auxiliary signals in the COVIDcast API present information relevant to tracking COVID activity, augmenting traditional public health reporting and empowering research and decision-making.

Musculoskeletal injury symptoms among hired Latinx child farmworkers in North Carolina.

BACKGROUND: Although children 10-17 years can be hired to work in agriculture, little research has addressed possible musculoskeletal injuries. Children may be at particular risk for these injuries because of the repetitive and load bearing nature of work tasks. Existing research relies on child workers to self-report musculoskeletal injuries. METHODS: In 2017, 202 Latinx child farmworkers ages 10-17 employed across North Carolina completed survey interviews. In 2018, 145 of these children (94 [64.8%] current farmworkers) completed a physical examination and second interview. The examination obtained findings for upper and lower extremity as well as back injuries. RESULTS: Positive indicators for musculoskeletal symptoms were few in either current or former child farmworkers. The knee was most common site for positive indicators with 15.4% of children having at least one. Combining all anatomical sites, 29.0% of children had at least one positive indicator, with no significant difference between current and former farmworkers. Overall, boys had significantly more indicators of knee injuries than girls (21.3% vs. 4.1%), indicators of ankle injuries were found only in the youngest workers (9.5% of children 11-13 years), and significantly fewer current farmworkers had indicators of lower back injuries than former farmworkers (6.4% vs. 17.7%). CONCLUSIONS: Expectations of injuries come from previous studies using child farmworker self-reports, adult farmworker injury rates, and sports medicine pediatric findings. Hired child farmworkers may not perform activities as repetitious and load-bearing as children in sports training or adult farmworkers. Additional research using physical examination is needed to confirm these findings.

Pesticide exposure among Latinx child farmworkers in North Carolina.

BACKGROUND: Although pesticides have adverse effects on child health and development, little research has examined pesticide exposure among child farmworkers. This analysis addresses two specific aims: (1) describes pesticide exposure among Latinx child farmworkers in North Carolina, and (2) delineates factors associated with this pesticide exposure. METHODS: In 2018 (n = 173) and 2019 (n = 156) Latinx child farmworkers completed interviews and wore silicone wristbands for a single day to measure pesticide exposure. Wristbands were analyzed for 70 pesticides. RESULTS: Most Latinx child farmworkers were exposed to multiple pesticides; the most frequent were pyrethroids (69.9% in 2018, 67.9% in 2019), organochlorines (51.4% in 2018, 55.1% in 2019), and organophosphates (51.4% in 2018, 34.0% in 2019). Children were exposed to a mean of 2.15 pesticide classes in 2018 and 1.91 in 2019, and to a mean of 4.06 pesticides in 2018 and 3.34 in 2019. Younger children (≤15 years) had more detections than older children; children not currently engaged in farm work had more detections than children currently engaged in farm work. Migrant child farmworkers had more detections than nonmigrants. For specific pesticides with at least 20 detections, detections and concentrations were generally greater among children not currently engaged in farm work than children currently engaged. CONCLUSIONS: Children who live in farmworker communities are exposed to a plethora of pesticides. Although further research is needed to document the extent of pesticide exposure and its health consequences, sufficient information is available to inform the policy needed to eliminate this pesticide exposure in agricultural communities.

Work Safety Culture of Latinx Child Farmworkers in North Carolina.

Background: Little research has addressed the safety environment of child farmworkers. This analysis examines the work safety culture experienced by Latinx child farmworkers in North Carolina. Methods: Survey interviews were conducted in 2017 with 202 Latinx children aged 10 to 17 years employed on North Carolina farms. Analysis included measures of the behavioral, situational, and psychological elements of work safety culture. Results: The work culture on North Carolina farms employing Latinx child farmworkers places limited value on safety. Behaviorally, many did not wear appropriate work clothing (e.g., 47.5% wore gloves, 37.1% wore boots). Situationally, few received safety training for tools (40.6%), machinery (24.3%), or pesticides (26.0%); about one-third (33.7%) had worked piece-rate; and many did not have field sanitation services available (e.g., 37.1% had water for washing, 19.8% had soap). Safety attitudes were mixed, and work safety climate was low, with 21.8% stating that their supervisor was only interested in doing the job fast and cheaply. Greater safety training, field sanitation services, and work safety climate were associated with working in western North Carolina, migrant workers, limited English fluency, and working in tomatoes. Wearing appropriate work clothing, not working piece-rate, fewer unsafe work attitudes were associated with working in eastern North Carolina, seasonal worker, speaking English, and working in tobacco. Conclusions: This research makes it apparent that efforts are needed to improve safety culture wherever child farmworkers are employed. Current policy is not providing a safe environment for children working on farms in the United States.

"Be careful!" Perceptions of work-safety culture among hired Latinx child farmworkers in North Carolina.

BACKGROUND: Children as young as 10 years of age can be hired to work on farms. Many of these hired child farmworkers are Latinx. Although these children experience high rates of injury, little research has addressed work-safety perceptions among hired Latinx child farmworkers. METHODS: For this qualitative study, we conducted in-depth interviews in North Carolina in 2016 with 30 Latinx child farmworkers, ages 10 to 17. Our analysis used the work-safety culture conceptual framework to delineate their perceptions of the psychological, behavioral, and situational elements of safety culture. RESULTS: The child farmworkers describe a weak work-safety culture. Psychologically, they understand that their parents want them to be safe, but they observe that safety is important to only a fraction of their supervisors and coworkers. Behaviorally, they recognize many of the hazards they confront while working, but it is not clear how well they use this knowledge to mitigate these hazards or to change their behaviors to avoid these hazards. Situationally, several children note that the only safety training they receive is the imperative to "be careful." Most receive little formal training, much of the training they receive is informally provided by family members and coworkers rather than supervisors, and their training is geared more toward how to complete a task than how to complete the task safely. CONCLUSIONS: Child farmworkers perceive that work-safety culture is of limited importance in agriculture. Regulations are needed that improve work-safety culture in agriculture, especially for those vulnerable due to minority age.

Hired Latinx child farm labor in North Carolina: The demand-support-control model applied to a vulnerable worker population.

BACKGROUND: US government child labor policies allow children as young as age 10 to be hired as workers on farms not operated by family members. Children may face substantial health risks in an industry known for high worker morbidity and mortality rates, due to high demands for productivity, and low control and little support because of the organization of the workplace. This paper examines how child farmworkers in North Carolina experience their work situation. METHODS: In-depth interviews conducted in 2016 with 30 Latinx child farmworkers, ages 10 to 17, were analyzed using concepts from the demand-control-support model. All had worked as either migrant or seasonal hired farmworkers within the past year. RESULTS: Children reported planting, cultivating, and harvesting crops including fruits, vegetables, and tobacco. The crew leader supervisory system, piece-rate pay, and coworker pressure produced significant demands to work quickly and take risks including lifting heavy loads, operating mechanical equipment, and working in excessive heat. Children had little control over work to counter demands they experienced; and they labored in a state of fear of firing, wage theft, and other sanctions. Support was variable, with younger children more likely to experience family and coworker support than older children. CONCLUSIONS: The high demands with limited control and, for some, little support, that these children experience place them at risk and show the possibility of injury and exploitation. Future research should systematically document the occupational injury and illness of hired child farmworkers, and consider whether changes in labor policy are warranted.

Latinx child farmworkers in North Carolina: Study design and participant baseline characteristics.

BACKGROUND: Although children as young as 10 years can work in agriculture, little research has addressed their occupational health. This paper describes a large, multicomponent study of hired Latinx child farmworkers, and the characteristics of children participating in this study. METHODS: Survey interviews were conducted in 2017 with 202 Latinx children aged 10-17 years employed in agriculture across North Carolina (NC). RESULTS: Most (81.2%) participants were born in the United States, 37.6% were female, and 21.3% were aged 10-13 years. Most (95.1%) were currently enrolled in school. Thirty-six (17.8%) were migrant workers. 34.7% had worked in agriculture for 1 year; 18.3% had worked 4+ years. 33.7% worked piece rate. 57.4% worked in tobacco. Participants in western NC differed in personal and occupational characteristics from those in eastern NC. CONCLUSIONS: This study has enrolled a large and diverse child farmworker sample. This overview indicates several important issues for further analysis.

Eating in the absence of hunger in college students.

Nearly one-third of college students are overweight or obese. Disinhibited eating, a phenomenon defined as the lack of self-restraint over food consumption prompted by emotional or external factors, is prevalent among college students and may be a target for intervention in this population. Eating in the absence of hunger (EAH) is a form of disinhibited eating that has been studied extensively in children and adolescents, but there is little investigation of EAH among college students. In this research, a validated measure for assessing continual and beginning EAH in children and adolescents was modified and assessed in a free-living college population (n = 457; 84% F; 24.5 ± 7.6 years; 23.4 ± 4.8 kg/m(2)). Nine subscales grouped into three latent factors (emotion, external, and physical) accounted for 68% of the variance in continual EAH, and a separate set of nine subscales grouped into the same latent factors accounted for 71% of the variance in beginning EAH (Cronbach's alpha: 0.82 for continual EAH and 0.81 for beginning EAH). Female sex and sedentary behavior were significantly related to continual EAH, relationships driven by scores for the emotion factor, and to beginning EAH, relationships driven by scores for the physical factor. BMI was weakly related to the emotion factor (p = 0.06) for continuing EAH only. The observation that a sedentary lifestyle was associated to EAH (both continuing and beginning EAH) in a college population is a novel finding and reveals a possible strategy to moderate EAH.

Salivary Cotinine Levels of Hired Latino Youth Tobacco Workers in North Carolina.

BACKGROUND: Limited research has examined the health implications for youth working in United States tobacco production. Agricultural labor is hazardous, yet youth are legally permitted to be hired as farmworkers. Many youth farmworkers are members of the vulnerable Latino farmworker community. In North Carolina, youth work in many agricultural crops including tobacco. METHODS: A sample of 152 Latino youth farmworkers ages 12-20 years (M = 16.7, SD = 2.0) across 19 North Carolina counties completed a cross-sectional survey and provided saliva samples in 2019. Surveys detailed personal and work characteristics. Saliva samples were analyzed for salivary cotinine and reported in geometric means (ng/ml). Bivariate associations were used to delineate the relationship between personal and work characteristics with salivary cotinine levels. RESULTS: Cotinine levels ranged from 0.05 to 313.5 ng/ml. Older age and working in tobacco were significantly associated with higher salivary cotinine levels. For every one year increase in age, there was a 31% increase in mean salivary cotinine levels (b = 1.31; 95% CI = [1.15-1.50]; p < .0001). Youth tobacco workers' (n = 15) salivary cotinine levels were 890% higher than those not working in tobacco (n = 137) (13.26, 95% CI = [5.95-29.56] ng/ml compared to 1.34, 95% CI = [1.03-1.75] ng/ml (p < .0001)). CONCLUSIONS: Latino youth tobacco workers are exposed to nicotine through their work. This exposure presents serious risk of Green Tobacco Sickness (acute nicotine poisoning) and other health concerns given the growing evidence for risk of epigenetic changes negatively affecting long-term cognitive function. Policy is urgently needed to protect this vulnerable population of adolescent workers.

Pathways to opioid use and implications for prevention: voices of young adults in recovery.

BACKGROUND: Opioid use remains a major public health issue, especially among young adults. Despite investment in harm reduction and supply-side strategies such as reducing overprescribing and safe medication disposal, little is known about demand-side issues, such as reasons for use and pathways to opioid use. Adolescents and young adults who struggle with opioid use disorder (OUD) are multifaceted individuals with varied individual histories, experiences, challenges, skills, relationships, and lives. METHODS: To inform the development of prevention strategies that hold promise for addressing opioid use, this study employs brief structured surveys and semi-structured in-depth interviews with 30 young adults (ages 18-29; 19 female, 23 White, 16 from Suburban areas) in recovery from OUD. For survey data, we used descriptive statistics to summarize the means and variance of retrospectively reported risk and protective factors associated with opioid use. For in-depth interview data, we used a combination of thematic analysis and codebook approaches to generate common themes and experiences shared by participants. RESULTS: Surveys revealed that the most endorsed risk factors pertained to emotions (emotional neglect and emotional abuse) followed by sexual abuse, physical abuse, and physical neglect. Themes generated from qualitative analyses reveal challenging experiences during adolescence, such as unaddressed mental health, social, and emotional needs, which were often reported as reasons for opioid initiation and use. Through surveys and interviews, we also identified positive assets, such as skills and social relationships that were present for many participants during adolescence. CONCLUSION: Implications include the need for universal prevention strategies that include emotion-focused interventions and supports alongside current harm reduction and environmental strategies to regulate prescriptions; the potential utility of more emotion-focused items being included on screening tools; and more voices of young people in recovery.

An examination of relationships between vitamin B12 status and functional measures of peripheral neuropathy in young adult vegetarians.

Introduction: Prevalence rates for vitamin B12 deficiency in U.S. adult vegetarians may exceed 30%, which is concerning given the role for this vitamin in numerous nervous system functions, including the synthesis of myelin sheaths. Defective myelin synthesis and repair are directly linked to peripheral neuropathy; yet, few investigations have examined how physical indicators of peripheral neuropathy (e.g., hand dexterity, vibration sensitivity and balance) are impacted in individuals adhering to vegetarian diets. This feasibility research explored the relationships between peripheral neuropathy and vitamin B12 status using a cross-sectional study design. In addition, a small pilot trial was conducted for limited-efficacy testing of vitamin B12 supplementation for reducing peripheral neuropathy. Methods: Healthy, able-bodied adults (n = 38; 19-40 years of age) reported exclusive adherence to a vegetarian or vegan diet for 3 years. Peripheral neuropathy was measured using a force plate for assessing balance, and a vibration sensitivity tester and pegboard tests to assess hand dexterity. Serum vitamin B12 and folate were measured using standard radioimmunoassay techniques. Results: Twenty-six percent of the sample displayed deficient or marginal vitamin B12 status (serum vitamin B12 <221 pmol/L). Participants with adequate vitamin B12 status scored 10% higher on the Purdue pegboard assembly test and 20% higher on the left hand adjusted functional dexterity test in comparison to participants with marginal-to-deficient vitamin B12 status (p < 0.05). Discussion: These data provide preliminary evidence that peripheral neuropathy can be detected in individuals with marginal-to-deficient vitamin B12 status.

Developing Infographics to Present Research Findings from CBPR to Latinx Farmworker Community Members.

BACKGROUND: Community-based participatory research (CBPR) facilitates vulnerable communities and scientists collaborating to address pertinent health issues. For Latinx farmworkers, the employment of children and their resulting morbidity and mortality in the hazardous farm environment is a concern. Communicating child farmworker research results to farmworkers and service providers must take into account their language, literacy, and educational characteristics. OBJECTIVES: We describe the collaborative development and dissemination of research findings on child farmworkers by a CBPR partnership with the Latinx farmworker community. METHODS: Key points for communication with infographics were abstracted from peer-reviewed research papers. An iterative process sought community partners' input as the research partners developed the infographics. LESSONS LEARNED: We developed infographics on heat-related illness, education, and musculoskeletal impacts of child labor, guided by published criteria for effective infographics. Efforts to disseminate finished infographics needed greater rigor. CONCLUSIONS: Infographics provide a means to communicate CBPR findings to community members.

Environmentalism Among Vulnerable Youth: An Examination of Self-Efficacy for Environmental Action Among Latinx Child Farmworkers.

Background: Latinx child farmworkers, like all vulnerable youth living in rural communities, experience substantial environmental exposures. Eliminating these exposures and improving environmental justice will benefit from the involvement of these child farmworkers. The aims of this article are to document the environmental self-efficacy of Latinx child farmworkers and to delineate the factors associated with environmental self-efficacy. Methods: A total of 169 North Carolina Latinx child farmworkers completed an interviewer-administered questionnaire in 2018 or 2019 that included the 5-point Self-Efficacy for Environmental Action Scale. Results: Self-efficacy for environmental action was strong among the participants, with a mean score of 3.83 (standard deviation 0.48). Girls had a higher mean score than boys (3.95 vs. 3.77; p = 0.01); each year of educational attainment was associated with a 0.05 score increase (p = 0.03). Discussion: These results indicate that Latinx child farmworker have a strong sense of environmental self-efficacy. Organizations supporting the development of Latinx youth should incorporate issues of environmental justice into their programs.

Self-Reported Physical Demands Associated With Crops and Job Tasks Among Latinx Hired Child Farmworkers.

OBJECTIVE: Physical demands of work performed by Latinx hired child farmworkers are poorly understood. This paper describes crops, tasks performed, and the most common dimensions of physical demands of work in this population. METHODS: Survey interviews were conducted in 2017 with 202 Latinx children aged 10 to 17 years employed on North Carolina farms. Analysis focused on job characteristics for the past week and included factor analysis of an 18-item questionnaire on physical work demands. RESULTS: The most common crops and tasks reported were topping/suckering tobacco and picking sweet potatoes or berries. Three factors (awkward postures, repetitive motion, strenuous work) accounted for 53% of the variance in physical demands. CONCLUSIONS: Follow-up of hired child farmworkers should be undertaken to understand the long-term effects of physical work demands on their health.

Structural Vulnerability and Occupational Injury Among Latinx Child Farmworkers in North Carolina.

Children as young as ten-years-old can legally work as hired farm labor in the United States. In North Carolina, many hired children are part of the Latinx farmworker community. Agriculture is a hazardous industry, and child workers experience high rates of injury, illness, and mortality. As part of a community-based participatory research study, we draw from thirty in-depth interviews with Latinx child farmworkers aged ten to seventeen to describe their experiences of personal and observed workplace injury and close calls. Nearly all child workers had experienced or observed some form of injury, with several reporting close calls that could have resulted in severe injury or fatality. Overall, children reported a reactive approach to injury prevention and normalized pain as part of the job. Highlighting Latinx child farmworkers' structural "vulnerability, this analysis contextualizes understanding of workplace injury among this largely hidden population. We offer policy recommendations to protect and support these vulnerable workers.

Hired Latinx Child Farmworkers in North Carolina: Educational Status and Experience Through a Social Justice Lens.

We examine the educational experience of Latinx hired child farmworkers in North Carolina, using a social justice framework. Qualitative (n = 30) and quantitative (n = 202) data collected among children ten to seventeen years of age revealed elevated rates of grade retention and dropout status. Children reported disruption to their schooling caused by international and interstate migration and intrastate movement. Few worked during school time; nevertheless, children reported missed participation in educational enrichment opportunities and little integration into school life. Schools often failed to accommodate language difficulties and problems caused by migration, and an atmosphere of racism prevailed. Educational programs for children in farmworker families were established during the 1960s. However, they do not meet the needs of hired child farmworkers. Policies to reduce child employment in agriculture and to meet their educational needs are necessary to ensure the education needed for future health and well-being. We discuss the applied implications of findings.

Menstrual Cycle Patterns and Irregularities in Hired Latinx Child Farmworkers.

PURPOSE: This study identifies the menstrual cycle irregularities of Latinx child and adolescent farmworkers. METHODS: Child and adolescent farmworkers aged 13 to 20 years completed questionnaires about menstrual cycle patterns in 2019, and wore silicone passive collection wristbands for pesticide detection in 2018. Menstrual cycle irregularities were determined from the American College of Obstetricians and Gynecologists committee opinion. RESULTS: Half of participants experienced any menstrual cycle irregularity; the most frequent irregularities were cycle length (38.6%) and having gone 90 days or more without a menstrual period (20.4%). Pesticides were detected in 92.9% of the wristbands; most participants were exposed to an endocrine disrupting chemical (EDC) pesticide. CONCLUSION: Half of Latinx children and adolescents hired farmworkers experience irregular menstrual cycles, and most are exposed to EDCs. Inclusion of occupational and menstrual histories in child and adolescent medical visits is critical.

Occupational Injuries of Latinx Child Farmworkers in North Carolina: Associations With Work Safety Culture.

OBJECTIVE: This paper examines the association of occupational injuries with work safety culture among Latinx child farmworkers. METHODS: Interviews were conducted in 2017 with 202 Latinx farmworkers aged 10 to 17 years. RESULTS: Occupational injuries were common among the child farmworkers: for example, 66.8% reported any work injury and 45.5% reported heat-related illness. Work safety culture was inadequate; for example, most did not receive safety training, one-third reported having worked piece-rate; only a few field sanitation services were available, and perceived work safety climate was low. Work safety culture had a mixed association with occupational injuries, with safety training and a better perceived work safety climate having a direct association with occupational injuries. CONCLUSIONS: Policy is needed to reduce child farmworker injuries. Strategies to improve the predictive value of the work safety culture model are required.

Respiratory Health and Suspected Asthma among Hired Latinx Child Farmworkers in Rural North Carolina.

The aim of this study was to evaluate respiratory health problems, including suspected asthma, and healthcare provider utilization among a sample of Latinx hired child farmworkers in rural North Carolina (n = 140). In 2018, a respiratory health questionnaire and breathing tests were collected from Latinx child (11-19 years) farmworkers (35.0% girls and 65.0% boys). Overall, 21.4% of children reported having been told by a medical provider that they had asthma, yet based on a combination of responses to respiratory survey questions, 36.4% or 15% more were identified as having suspected asthma. While 56.4% reported having a regular medical doctor, 38% had not had a medical exam in the past year. Respiratory dysfunction, including suspected, or uncontrolled asthma was prevalent among this group. Latinx children working in agriculture are vulnerable to occupational hazards and exposures and require assurances that they will receive access to high quality healthcare services that include routine respiratory health screenings.