Research Article |
Corresponding author: Violeta Zhelyazkova ( violeta.lyubomirova@gmail.com ) Academic editor: Krizler Tanalgo
© 2025 Violeta Zhelyazkova, Jure Tičar, Stanimira Deleva, Angel Ivanov, Nia Toshkova, Sebastien Puechmaille.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Zhelyazkova V, Tičar J, Deleva S, Ivanov A, Toshkova N, Puechmaille S (2025) Cavers’ knowledge of biosecurity and its influence on the prevention of white-nose disease. Subterranean Biology 52: 45-68. https://doi.org/10.3897/subtbiol.52.140425
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White-nose disease (WND) is a deadly disease in hibernating bats. Its causal agent is the fungus Pseudogymnoascus destructans (Pd) that was only recently introduced to North America, where it causes pervasive mortality. In contrast, it is native to Eurasia, where bats do not experience mass mortality. The pathogen successfully survives for long periods in cave substrates (e.g., mud, soil) as well as on contaminated caving clothes and equipment. This emphasizes the importance of limiting its human-mediated spread, particularly over long distances and from areas where it is native and genetically highly diverse. To assess associated conservation risks more precisely, we conducted a global online survey on cavers’ WND knowledge, travel frequencies, and hygiene habits regarding caving equipment, and we analysed the relationship between those variables. We interpreted our results based on respondents’ continents of origin, separating them into 3 categories: continents where Pd was recently introduced and continues to cause significant bat mortality (North America); continents where Pd is currently not present but is hypothesized to cause bat mortality if introduced (Australia and South and Central America); and continents where Pd is native and currently not associated with bat mortality (Europe and Asia). We found significant differences between categories, showing that further awareness of WND is most needed in Europe and Asia where specific guidelines for limiting Pd spread are still to be developed. Interestingly, however, WND knowledge alone explained very little variance in respondents’ hygiene habits, showing that other factors such as habits, emotions, or personal values have a stronger influence on cavers’ behaviour.
Bat conservation, pathogen pollution, Pseudogymnoascus destructans, white-nose syndrome, wildlife disease
White-nose disease (WND), or white-nose syndrome as it is often referred to (WNS, please see (
In North America, where subterranean habitats are still in the process of Pd colonisation, bats have proved to be important vectors of its spread over short distances (e.g.,
Considering all of the above, raising WND awareness is thought to be a successful strategy to reduce the long-distance spread of Pd and possibly other cave microbes. Yet, very little has been published regarding the effectiveness of such information campaigns and the different factors that might influence cavers’ behaviour. For example,
The study was a cross-sectional qualitative survey carried out entirely online with no restriction regarding participants’ countries of residence. The questionnaire was designed by the authors and consisted of 23 questions divided into the following sections: 1) Caving (including hygiene) habits, 2) Knowledge of white-nose disease, 3) Willingness to change caving habits for conservation purposes, and 4) Demographic data. Eighteen questions had multiple-choice answers, three of which allowed an open answer and four of which allowed multiple answers; two questions required numerical input; and three required entirely open answers (see Suppl. material
The survey was conducted using the online software 1KA (https://1ka.arnes.si/) developed by the Centre for Social Informatics at the Faculty of Social Sciences at the University of Ljubljana, Slovenia. The obtained data was then exported as a ‘.csv’ file and further analysed with the R software v. 4.3.2 (R Core Team 2023) using the tidyverse collection of packages (
Cavers’ hygiene habits were assessed separately for 4 travel distances from the respondent’s home to the particular cave (0–100 km, 101–1000 km, 1001–5000 km, and >5000 km; Q5) as these bring different levels of conservation risks. More precisely, we consider 0–100 km as the only distance presenting low conservation risk as inferred from usual movement distances of Myotis myotis (https://jasja.shinyapps.io/ClimBats/), the most common host of Pd in Europe, possibly providing means for the natural spread of the fungus. Another evidence for such natural spread comes from genetic research in Germany and Bulgaria, where we found very limited shared Pd genotypes between hibernacula situated within 21–83 km of each other and no shared genotypes between hibernacula situated 300 km from each other (
For statistical analyses, we converted hygiene habits for each travel distance to numbers by giving a numerical score of each equipment cleaning method according to its effectiveness at eliminating Pd. Thus, we defined our cleaning score according to the following scheme: 1 = “Do not clean”; 2 = “Clean with water only”; 3 = “Clean with water and soap/another detergent”; 4 = “Disinfect/decontaminate”. Respondents who had marked more than one cleaning method for the same travel distance were given an average cleaning score. Then, we defined our biosecurity score as equal to the cleaning score when respondents only used their personal equipment when travelling, or as an average between the cleaning score and 5 when respondents had marked both the option of bringing personal equipment and renting/borrowing local equipment (Q4). Respondents who always borrowed/rented local equipment were given a biosecurity score of 5.
To assess overall knowledge of WND and its causative agent, we used the total number of correct answers to the 7 related questions (Q6 to Q12, see Suppl. material
To check for consistency in cavers’ hygiene habits across distances, we performed a permutation test (Nperm = 1000) where we randomised answers given by the same people regarding equipment cleaning preferences when travelling different distances. This gave us the number of respondents that would have the same biosecurity scores for each travel distance by chance and we compared it with the actual number of respondents having the same biosecurity score for each travel distance. Additionally, to investigate tendencies in hygiene habits to change among cavers, we selected only respondents with different biosecurity scores for the different distances, and we performed a linear model with biosecurity score as the dependent variable and travel distance as the explanatory variable. Prior to both tests, we selected respondents who make a trip at each of the four distances at least once per year.
To study factors that might influence cavers’ hygiene habits, we chose biosecurity scores for the travel distance 101–1000 km as it represents the largest number of travels documented for a distance that goes beyond the natural spread distance of Pd. Then, we performed hierarchical linear regression with biosecurity score as the dependent variable and: purpose of caving activities; number of annual caving trips; WND-knowledge (expressed as the total number of correct answers to the 7 related questions); exposure to information related to the human impact on cave ecosystems; behavioural change as a result of receiving such information; continent of residence; age; years spent at school; years of caving experience; and caving club membership as explanatory variables (see Suppl. material
For analysing the differences in WND knowledge between people practicing different types of caving activities, we used ANOVA and Tukey’s HSD test.
The original master data and the R script used for the analysis are provided in Suppl. materials
A total of 654 cavers completed the whole survey and were included in our analysis. These came from 43 countries (Suppl. material
Demographic data of survey participants. Continent of residence, purpose of caving activities, age, years of caving experience, years spent at school (including university), and membership in a caving club or a similar organisation are shown. The sum of people practicing different caving activities is higher than the total number of participants as multiple answers were allowed for this question.
Not surprisingly, people visit caves situated closer to their homes more often than caves that are far away. Almost 40% of our respondents visit a cave up to 100 km from their homes at least once per month and 14% pay a monthly visit to a cave situated between 100 and 1000 km from their homes. Thirty-two percent of respondents travel for caving at distances between 1000 and 5000 km at least once per year and 14% annually visit a cave at a distance of more than 5000 km (Fig.
Respondents’ annual caving trips at different distances. Histograms show the distribution of all respondents (y-axis) taking a certain number of trips per year (x-axis). The total number of trips by all people from all continents is shown in the title. Violin plots show a summary of annual caving trips per person for each continent, where the dot shows the median of the data.
Cavers’ hygiene habits differ across continents (Fig.
Cavers’ hygiene habits on different continents. These are shown as percentages of the total number of people from each group that travel at the corresponding distance at least once per year. This number is given in the titles. The answer “Depends” unites respondents who marked more than one cleaning method and/or both use personal or locally borrowed equipment.
If we only consider cavers that travel all distances (n = 63), 54% are consistent in their hygiene habits. Those changing habits with distance (46%) show a tendency for cleaning procedure improvement (Suppl. material
WND knowledge, adherence to WND-related instructions, and participation in WND studies also differ on different continents (Fig.
Differences in WND knowledge, adherence to WND-related instructions and WND-study involvement among cavers from different continents. WND knowledge is expressed as the total number of correct answers given by respondents from each continent, where the dot shows the median of the data. Adherence to WND-related instructions and WND-study involvement are shown as percentages.
According to AIC, the best linear model explaining cavers’ hygiene habits when all respondents are considered is the one containing continent of origin, WND knowledge, and age as explanatory variables, with age providing barely noticeable difference in AIC. When only respondents who have heard of WND are considered, the best model included continent of origin, adherence to WND-related instructions, and participation in WND studies. In both analyses, the continent of origin explains most of the variance in biosecurity scores and WND knowledge only weakly improves the model (Table
Factors that best explain cavers’ biosecurity scores as shown by hierarchical linear regression. The analysis included the following steps: 1) running linear models using biosecurity scores as a response variable with all possible combinations of explanatory variables (see M&M section for the full list); 2) automatically choosing the best model based on AIC 3) running a hierarchical linear regression by adding the significant explanatory variables chosen in the previous step one by one in order to differentiate their individual contribution to the model. Thus, the incremental R-squared (Incr R-squared) is the difference between R-squared of the model with and without the newly added variable and shows how much this newly added variable improves the model. Model significance (p-value) is represented in the R-squared column by an asterisk with ‘***’ meaning p < 0.001.
All respondents (n = 504) | ||
Explanatory variable | R-squared | Incr. R-squared |
Continent | 0.13*** | |
Continent + WND-knowledge | 0.15*** | 0.02 |
Continent + WND-knowledge + Age | 0.16*** | 0.01 |
Respondents who have heard of WND (n = 350) | ||
Continent | 0.15*** | |
Continent + WND-instructions | 0.20*** | 0.05 |
Continent + WND-instructions + WND-study | 0.22*** | 0.02 |
The most common reason for cavers to follow WND-related instructions is their own sense of responsibility, and the most common reason for not following them is lack of awareness. The majority of respondents who have heard about WND have a positive attitude towards limiting anthropogenic Pd spread and the majority of respondents who have received information related to the human impact on cave ecosystems have changed their behaviour in response (Fig.
After being asked to click up to 10 locations on a map where they have been caving for the past 10 years, our respondents reported a total of 387 trips between continents. Out of these, 137 trips have been made by cavers (n = 69) who clean their equipment only with water or do not clean it at all (biosecurity score for trips 1001–5000 km < 2.5 or biosecurity score for trips > 5000 km < 2.5), including from Europe to North America and Australia (Fig.
A a map of transcontinental caving trips reported by our respondents for the past 10 years. This is not an exhaustive list as the questionnaire allowed pointing a maximum of 10 locations per respondent. To illustrate risks regarding the spread of Pd and other cave microbes, here we only show people with biosecurity scores for trips 1001–5000 km < 2.5 or biosecurity scores for trips > 5000 km < 2.5, meaning they clean their equipment with water only or not clean it at all; B analysis of the same respondents showing the most probable reasons for them choosing weak hygiene procedures.
Of note, 35% of people travelling between continents with low biosecurity scores stated involvement in some scientific activities (Fig.
WND-knowledge among respondents practicing different types of caving activities. As multiple answers were allowed for this question, the group “Science” includes people practicing cave science and other activities, the group “Protection” includes people practicing cave protection and other activities except science, the group “Tourist guidance” includes people practicing tourist guidance, cave exploration, and recreational caving, the group “Exploration” includes people practicing cave exploration and recreational caving, and the group “Recreational” includes people practicing recreational caving only. The dot shows the median of the data.
In agreement with the first part of our hypothesis, our study showed a large difference in WND awareness, adherence to WND-related instructions and hygiene habits (expressed here as biosecurity scores) between cavers on different continents. In contrast, we did not find a strong support for WND knowledge influencing cavers’ hygiene habits by itself, which refutes the second part of our hypothesis. Such results align with the Theory of Planned Behaviour (TPB,
The same theory also explains our seemingly striking observation that cavers practicing science-related activities have better WND knowledge but not better hygiene habits than cavers who are not involved in research. This is so as professional caving for scientific purposes often involves project requirements, deadlines and budget restrictions that may require visiting multiple caves per trip, sometimes in different geographical regions. The last is especially true for monitoring activities. In contrast, recreational caving is usually practiced within the comfort zone of participants who normally spend a caving weekend within the same geographical region. Thus, cleaning equipment between sites may be generally less feasible during scientific activities the way they are standardly organized.
Yet, our results do not mean that increasing cavers’ WND knowledge is useless in WND prevention. On the contrary, although it is not enough to motivate action by itself, knowledge provides the necessary instrumentation to perform a particular behaviour, once it becomes desired. This is exemplified by our results where the main reason for cavers following WND-related instructions is personal responsibility but the main reason for people not following such is the lack of awareness. In this regard, the results of our study provide useful clues on where the gaps in WND awareness are and what might be the reasons for them. Thus, cavers from North America, where Pd has been decimating bat populations in the past two decades, are particularly knowledgeable about WND and the specific instructions designed for its mitigation. This is expected given the significant ecological and economic consequences of reduced bat populations due to the disease that motivated the rapid testing and dissemination of Pd decontamination protocols (https://www.whitenosesyndrome.org/mmedia-education/national-wns-decontamination-protocol-u-s). Additionally, a variety of information resources such as articles, infographs, short videos, or whole documentaries, was developed and made accessible to the general public (see the Resources tab at https://www.whitenosesyndrome.org/). As evidenced by the high percentage of correct answers to WND-related questions among our North American respondents, these resources seem to have been effective at increasing awareness about the disease. As for continents such as South and Central America and Australia where Pd is not yet reported but is expected to cause serious bat morbidity or mortality if introduced, cavers are also well aware of WND, with approximately half of them preventively adhering to some WND-related instructions. In Australia, this is most probably explained by the fact that specific WND-response guidelines have already been developed and disseminated there https://wildlifehealthaustralia.com.au). Additionally, the country has a strict biosecurity policy in general and offers useful information resources to different target groups in order to prevent the spread of invasive pests and diseases (https://www.biosecurity.gov.au/). In contrast, we are not aware of formal biosecurity protocols in South American countries but our data is insufficient to determine whether responses from this continent reflect local conservation campaigns, broader access to information from the US, or simply local climatic conditions. Such local contexts should be taken into account when designing field hygiene protocols.
In Europe and Asia, where Pd is currently not associated with bat mortality, cavers are least aware of WND and usually clean their equipment solely with water, which can remove some but not all fungal spores (
Considering the above, an effective campaign to prevent the anthropogenic spread of Pd should both provide knowledge and stimulate positive attitudes towards bat and cave conservation and make cleaning equipment more socially desirable and more easily feasible. In terms of attitudes, positive sentiments seem to be already prevailing: according to our study, most cavers that have received information on the human impact on cave ecosystems have changed their behaviour accordingly; most cavers that had prior knowledge of WND agree that limiting its spread is needed and possible; and most cavers that follow WND-related decontamination protocols do so out of a sense of responsibility. This is not surprising as, according to the authors’ rich caving experience, speleological activities are emotionally charged and cavers may think of the subterranean environment as their homeland. In terms of making field hygiene more socially desirable, we would suggest that a personal example could be particularly effective, especially when it comes from researchers who are known and respected within the community. Lastly, to make properly cleaning caving equipment more feasible, work in two directions is required. First, cavers that are unaware of WND and the related risks of pathogen pollution in caves, should be informed about the problem and its precise solutions. This is particularly needed in Europe and Asia where an up-to-date standardised protocol for cleaning and decontaminating caving equipment according to the travel distance has yet to be established and widely distributed. Importantly, these resources should be translated into each country’s languages. Second, researchers, especially those involved in monitoring activities, should be incentivized to prioritize time for cleaning their equipment between sites and including more rest days between trips in different geographical regions. The success of this idea would mostly depend on the attitudes among the research community towards prioritizing stricter pathogen pollution prevention rather than obtaining faster results.
Last but not least, we advocate the need for further studies assessing caver’s knowledge and attitude towards updated WND and cave conservation guidelines or going deeper into questions that we could not address in this paper. For example, we did not collect data on participants’ sex, number of caving courses and workshops attended, or the exact type of science they practice in caves: all these are factors that might also influence hygiene habits. Additionally, our data might be slightly biased towards cavers that are involved in some kind of scientific activities as we distributed our survey partly through our personal contact networks containing a large number of colleagues; we also received a higher response rate from our team members’ countries than from countries where we did not have personal contacts. Finally, the specific questions we used are only one of many ways to assess WND awareness and it has been observed that question formulation can influence statistical relations between knowledge and behaviour (
Pathogen pollution is a global problem that should be addressed via broad international cooperation. Thus, although significant advancements have been made in understanding and locally managing WND in severely affected areas, more efforts are needed to prevent further long-distance introductions of its causative agent. Rising awareness among the caving community is an important step in this direction, yet it is not enough as other factors such as personal attitudes and the feasibility of the proposed conservation actions have stronger influence on human behaviour.
We sincerely thank all cavers who took the time to fill in our questionnaire and helped with its distribution. Special gratitude to Lilyana Zhelyazkova, Vesselka Zhelayzkova, Clement Roure, and Changi Wong, who translated our questions in Spanish, Russian, French, and Chinese respectively. We are grateful to Boyan Petrov, Ferdinand Salazar, and Rollin Verlinde who provided their beautiful photographs for our website. This work was supported by the Slovenian Research and Innovation Agency project V1-2140 and by the Slovenian Research and Innovation Agency research core funding program “Geography of Slovenia” (P6-0101).
Survey questions
Data type: docx
Organizations contacted to distribute the survey
Data type: docx
Pd presence in respondents’ countries according to published information prior to 2021 when our survey was conducted
Data type: docx
Number of respondents per country and continent
Data type: docx
Consistency and change in cavers’ hygiene habits across travel distances
Data type: docx
Full output of the best model used to explain cavers’ hygiene habits (expressed as biosecurity scores)
Data type: docx
The R script used for the analysis
Data type: R
Functions to load the necessary packages into the main R script
Data type: R
Necessary packages to load into the main R script
Data type: R
Original master data used for the analysis
Data type: csv
Travel coordinates used to make Figure
Data type: csv