It takes a village: Community science informs tick encounter, pathogen, and exposure risk in North Carolina, USA
Data files
Jun 25, 2026 version files 112.83 KB
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Coded_Data.csv
106.39 KB
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README.md
6.44 KB
Abstract
As tick-borne disease cases continue to increase over time, there is a growing need to understand the ecological and epidemiological factors that contribute to disease risk. North Carolina is currently experiencing a rise in cases, yet tick-borne research in the state remains limited. In this study, we developed a framework for a community science program in collaboration with 22 county public health agencies to recruit participants to submit incidentally encountered ticks. As part of kit submissions, participants also completed a form describing where and when they encountered the tick, as well as the behaviors that led to the encounters. Submitted ticks were tested for several putative bacterial pathogens, including Borrelia burgdorferi, Ehrlichia spp., and Rickettsia amblyommatis. We additionally assessed how advertising methodology and frequency by county health agencies influenced tick kit submissions and evaluated correlations between agency perceptions of project performance and submission rates. Over two years, we received 444 ticks across 319 unique submissions. While species distributions were largely consistent with prior observations, we report the first published instance of Amblyomma americanum within the mountainous region of NC, indicating a potential range expansion into cooler, higher-altitude areas. Relative risk modeling identified recreational activities as consistently associated with higher likelihood of tick kit submissions. Multiple advertising types appeared to influence the number of kits submitted; however, these results should be interpreted cautiously due to small sample sizes. Overall, our study demonstrates a successful collaboration with state and county health agencies to engage the community in tick-borne disease research. Future studies should build on this framework to further optimize participation.
Dataset DOI: 10.5061/dryad.t76hdr8gb
Description of the data and file structure
These data consist of individual tick submissions from across North Carolina. Participants were instructed to submit ticks using provided materials and complete a collection information survey. The dataset includes collection event data (temporal and locality information), demographic variables, and survey responses that were coded into binary categories for modeling. Each record represents a single tick. Note: "N/A" and "x" cells are used to indicate missing data or inapplicable.
Files and variables
File: Coded_Data.csv
Description:
Variables
- Submission Code: The code associated with each tick. Multiple ticks may have been submitted at once.
- Submission Number: The submission number associated with the tick. Multiple ticks may have been submitted at once.
- Tick ID: The abbreviated species designator. Abbreviations as follows: Dermacentor variabilis (Dv), Amblyomma americanum (Aam), Amblyomma maculatum (Ama), Ixodes scapularis (Is), Ixodes affinis (Ia), Haemaphysalis longicornis (ALT). If a tick was missing from its package upon arrival, it was labeled "missing". If a specimen was identified as not a tick it was labeled as "not tick".
- Tube Missing: A binary category indicating if a tube was missing upon arrival.
- Participant Perceived Tick ID: Perceived identifications by participants using the same abbreviations as above. In addition, Ripicephalus sanguineus was abbreivated (Rsa). If a participant did not know what the specimen was, it was labeled "unknown". Other names provided by participants include seed tick and other.
- Tick ID: The same as the other tick ID column with spelled out scientific names.
- County of Collection: The county where the participant collected the tick.
- County Population: The population of the county the participant collected the tick in.
- County_Urbanization_Percent: The percent of impermeable landcover by county.
- County_Lat_Centroid: The latitude centroid for mapping purposes.
- Ecoregion: The associated ecoregion the tick was collected in from North Carolina which includes Mountains, Piedmont, or Coastal Plains.
- County of Residence: The county the participant resides in.
- Out of State: A binary category for ticks collected outside of North Carolina.
- Outdoor Work: A binary category for participants indicating they worked outside when encountering the tick.
- Outdoor Recreation: A binary category for participants indicating they were participating in an outdoor recreational activity when encountering the tick
- Private Residence: A binary category for participants indicating the tick was collected on their private property/residence.
- Animal Care/Owns: A binary category for participants indicating they have pets/animals.
- Gardening: A binary category for participants who were gardening when they encountered the tick.
- Hunting/Fishing: A binary category for participants who were hunting/fishing when they encountered the tick.
- Hiking/Walking/Camping: A binary category for participants who were hiking/recreational walking/camping when they encountered the tick.
- Yard Walking/Playing: A binary category for participants who were walking or playing in their yard when they encountered the tick.
- Found Indoors: A binary category for participants who indicated the found the tick indoors without outdoor activity.
- Other Recreation: A binary category for participants who were involved in a recreational activity not otherwise reported above.
- Forested: A binary category for participants indicated they were in forested habitat.
- Forest Trail: A binary category for participants who indicated they were on a forested trail.
- Forest Edge: A binary category for participants who indicated they were in forest edge habitat.
- Grass Field: A binary category for participants who indicated they were in a grass field habitat.
- Grass Field Edge: A binary category for participants who indicated they were in grass field edge habitat.
- Yard: A binary category for participants who indicated they were in their yards.
- Building: A binary category for participants who indicated they were inside of a man-made building/structure.
- Adjacent Body of Water: A binary category for participants who indicated they were near a body of water.
- Ethnicity: The ethnicity of the participant if provided.
- Gender: The gender of the participant if provided.
- Age: The age of the participant if provided.
- Collection Date: The date the tick was collected.
- Collection Time: The time the tick was collected.
- Town: The associated town/city that the tick was collected in if provided.
- Date Estimated: A binary response for if we had to estimate the collection date of the tick using the consent form date if the participant did not provide one.
- Follow Up?: A binary response for if a participant wanted us to follow up with additional information on the ticks they submitted.
- Ehrlichia: A combined category indicating positive tick samples.
- E. chaffeensis: A category indicating positive or negative tick samples for this pathogen.
- E. ewingii: A category indicating positive or negative tick samples for this pathogen.
- R. amblyommatis: A category indicating positive or negative tick samples for this pathogen.
- B. burgdorferi: A category indicating positive or negative tick samples for this pathogen.
- A. phagocytophilum: A category indicating positive or negative tick samples for this pathogen.
- B. Mayonii: A category indicating positive or negative tick samples for this pathogen.
- B. Miyamotoi: A category indicating positive or negative tick samples for this pathogen.
- Babesia Microti: A category indicating positive or negative tick samples for this pathogen.
- E. Muris Euclairensis: A category indicating positive or negative tick samples for this pathogen.
Human subjects data
We had all participants sign a consent form that described that their information would be used for research and that we would de-identify all associated information. To de-identify data, all names and addresses were scrubbed from all participant information and it can no longer be linked back to the original participants.
