Behavioural and Systemic Determinants of Pesticide Waste Disposal Among Nigerian Cocoa Farmers: Insights from Mixed-Methods Research
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Study Area
2.3. Sample Size and Data Collection
- (i)
- had cultivated cocoa for at least five years;
- (ii)
- personally handled or supervised pesticide application; and
- (iii)
- provided informed consent.
2.4. Measures
- (a)
- Disposal practices (10 items) assessed behaviours such as re-application of leftover spray solution, storage of leftovers, disposal of rinse water, burning or burying empty containers, reuse for domestic purposes, and disposal in streams or canals.
- (b)
- Knowledge of pesticide wastes (10 items) assessed awareness of pesticide toxicity, residual contamination in containers, recommended rinsing procedures, and potential environmental impacts (examples shown in Table 1).
- (c)
- Sociodemographic factors (13 items) included age, gender, level of education, farming experience, farm size, access to extension services, prior training, and availability of protective equipment. A complete list of questionnaire items is provided in Supplementary Material Table S1.
| Knowledge of Pesticide Risks from Waste Disposal | Frequency | Percentage | |
|---|---|---|---|
| Exposure to empty pesticide containers is dangerous to human health. | Yes | 79 | 20.2 |
| No | 312 | 79.8 | |
| Triple-rinsing pesticide containers after emptying reduces the potential for environmental damage. | Yes | 336 | 85.9 |
| No | 55 | 14.1 | |
| Rinsed containers always contain pesticide residues. | Yes | 134 | 34.3 |
| No | 257 | 65.7 | |
| Disposing of leftover solutions in non-cropped areas may pose a threat to the environment. | Yes | 142 | 36.3 |
| No | 249 | 63.7 | |
| Using PPE during pesticide disposal (rinsing of used containers) is very important to avoid contamination. | Yes | 257 | 65.7 |
| No | 134 | 34.3 | |
| Discharging the rinsate into streams can contaminate drinking water sources. | Yes | 187 | 47.8 |
| No | 204 | 52.2 | |
| Throwing away empty pesticide containers in water streams or canals can contaminate the environment. | Yes | 148 | 37.9 |
| No | 243 | 62.1 | |
| Disposal of old stock pesticide solution with regular waste is harmful. | Yes | 258 | 66.0 |
| No | 133 | 34.0 | |
| Empty pesticide containers should not be reused as they still contain pesticide residues. | Yes | 132 | 33.8 |
| No | 259 | 66.2 | |
| Re-spraying the treated area with the leftover pesticide solution is a risky practice that can result in phytotoxicity or unacceptable residues in crops or soils. | Yes | 165 | 42.2 |
| No | 226 | 57.8 | |
- Safe: ≥41
- Intermediate: 26–40
- Unsafe: ≤25
2.5. Data Analysis
3. Results
3.1. Quantitative Results
3.1.1. Knowledge of Farmers Regarding Pesticide Wastes
3.1.2. Farmers’ Practices When Disposing of Pesticide Wastes
3.1.3. Determinants of Pesticide Waste Disposal Practices Among the Farmers
3.2. Qualitative Findings
3.2.1. Sub-Theme 1: Negative Attitude Towards Pesticide Wastes After Use
3.2.2. Sub-Theme 2: Disposal or Collection Facilities
3.2.3. Sub-Theme 3: Knowledge of Risks Associated with Pesticide Wastes
3.2.4. Sub-Theme 4: Social Norms
3.2.5. Sub-Theme 5: Membership in Farmers’ Association
3.3. Integrated Explanations for Mixed-Methods Convergence
4. Discussion
Global Relevance and Wider Implications
5. Practical Implications and Policy Relevance
5.1. Farm-Level Interventions
- Farmers should be trained and encouraged to triple-rinse empty containers immediately after use, puncture them to prevent reuse, and place them in designated collection points. Demonstrations during extension visits or association meetings could normalise these practices, reducing unsafe reuse for domestic purposes.
- Extension officers should promote precise pesticide measurement relative to farm size to minimise leftover solutions. As shown by Ghana’s Cocoa Research Institute’s farmer-field demonstrations, calibration training can significantly reduce pesticide residues and spray wastage.
- Since social norms and peer influence strongly affect disposal practices, farmer cooperatives and cocoa associations can serve as change agents. Integrating short behavioural modules into their monthly meetings or using peer champions can create positive social pressure for safer disposal.
- Given that age negatively influences safe disposal behaviour, training materials should be simplified and translated into local languages, using audio-visual demonstrations tailored to low-literacy, older populations.
- Promoting IPM alongside disposal education reduces dependence on synthetic pesticides and overall waste generation. Successful pilots in Cross River and Osun States show that IPM-based cocoa training increases farmers’ risk awareness and decreases pesticide misuse.
5.2. System-Level Interventions
- State agricultural development programmes, in partnership with private pesticide importers, should install “pesticide cages” or return bins at central farm clusters or agro-dealer shops. Similar models in South Africa’s CropLife Container Management Scheme demonstrate the viability of shared collection logistics.
- Importers and agro-dealers should share post-consumer responsibility for pesticide packaging. Nigeria’s National Environmental Standards and Regulations Enforcement Agency (NESREA) and NAFDAC could operationalise this under an EPR framework, ensuring that manufacturers finance safe collection and recycling.
- Embedding pesticide-waste modules within ongoing agricultural extension curricula (e.g., Agricultural development projects and Federal Ministry of Agriculture and Food Security programmes) would ensure regular reinforcement of safe disposal skills and monitoring of compliance.
- Non-functional collection cages identified in the study highlight the need for sustained recycling markets. Partnerships between local governments, recyclers, and cocoa cooperatives can ensure collected containers are cleaned and reprocessed under safe conditions, creating local employment and circular-economy benefits.
5.3. Addressing Barriers and Enabling Factors
- Facility absence (infrastructure): resolved through EPR-led collection and recycling logistics.
- Low knowledge and attitude gaps (behavioural): tackled through targeted, participatory training and peer-led diffusion.
- Age-related inertia (socio-cultural): mitigated through mentoring, inclusive extension strategies, and intergenerational learning between younger and older farmers.
6. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Adebanjo-Aina, O.; Oludoye, O. Impact of Nitrogen Fertiliser Usage in Agriculture on Water Quality. Pollutants 2025, 5, 21. [Google Scholar] [CrossRef]
- Ademola, S.M.; Esan, V.I.; Sangoyomi, T.E. Assessment of Pesticide Knowledge, Safety Practices and Postharvest Handling among Cocoa Farmers in South Western Nigeria. Heliyon 2024, 10, e31724. [Google Scholar] [CrossRef]
- Zhou, W.; Li, M.; Achal, V. A Comprehensive Review on Environmental and Human Health Impacts of Chemical Pesticide Usage. Emerg. Contam. 2024, 11, 100410. [Google Scholar] [CrossRef]
- Albaseer, S.S.; Jaspers, V.L.B.; Orsini, L.; Vlahos, P.; Al-Hazmi, H.E.; Hollert, H. Beyond the Field: How Pesticide Drift Endangers Biodiversity. Environ. Pollut. 2025, 366, 125526. [Google Scholar] [CrossRef] [PubMed]
- Li, Z.; Huang, J. How to Effectively Improve Pesticide Waste Governance: A Perspective of Reverse Logistics. Sustainability 2018, 10, 3622. [Google Scholar] [CrossRef]
- Mossa, A.; Mohafrash, S. Disposal of Expired Empty Containers and Waste from Pesticides. Egypt. J. Chem. 2023, 67, 65–85. [Google Scholar] [CrossRef]
- Raza, A.; Naqvi, S.A.A.; Mehdi, M.A.; Usman, M.; Ali, S.; Shah, A.A.; Hussain, B. An Analysis of the Circular Economy Practices of Pesticide Container Waste in Pakistan. Recycling 2022, 8, 4. [Google Scholar] [CrossRef]
- Sosan, M.; Oladepo, W.; Ajibade, T. Assessment of Pesticide Wastes Disposal Practices by Cocoa Farmers in Southwestern Nigeria. J. Solid Waste Technol. Manag. 2020, 46, 230–238. [Google Scholar] [CrossRef]
- Oshingbade, O.S.; Moda, H.M.; Akinsete, S.J.; Adejumo, M.; Hassan, N. Determinants of Safe Pesticide Handling and Application among Rural Farmers. Int. J. Environ. Res. Public Health 2025, 22, 211. [Google Scholar] [CrossRef]
- Beltrán-Flores, E.; Sarrà, M.; Blánquez, P. A Review on the Management of Rinse Wastewater in the Agricultural Sector. Chemosphere 2024, 352, 141283. [Google Scholar] [CrossRef]
- Huang, Y.; Li, Z. Global Mapping of Freshwater Contamination by Pesticides and Implications for Agriculture and Water Resource Protection. iScience 2025, 28, 112861. [Google Scholar] [CrossRef]
- Chen, J. Pesticide Waste Management and Agricultural Environmental Protection. In 2021 6th International Conference on Social Sciences and Economic Development (ICSSED 2021); Atlantis Press: Paris, France, 2021; pp. 900–903. [Google Scholar]
- Bagheri, A.; Emami, N.; Damalas, C.A. Farmers’ Behavior towards Safe Pesticide Handling: An Analysis with the Theory of Planned Behavior. Sci. Total Environ. 2021, 751, 141709. [Google Scholar] [CrossRef]
- Bagheri, A.; Emami, N.; Damalas, C. Monitoring Point Source Pollution by Pesticide Use: An Analysis of Farmers’ Environmental Behavior in Waste Disposal. Environ. Dev. Sustain. 2022, 25, 6711–6726. [Google Scholar] [CrossRef]
- Kehinde, A.; Ojo, T.; Ogunleye, A.; Ogundeji, A. Impact of access to cash remittances on cocoa yield in Southwestern Nigeria. Sustain. Futures 2024, 7, 100168. [Google Scholar] [CrossRef]
- Adejori, A.A.; Akinnagbe, O.M. Assessment of Farmers′ Utilization of Approved Pesticides in Cocoa Farms in Ondo State, Nigeria. Heliyon 2022, 8, e10678. [Google Scholar] [CrossRef]
- Aminu, F.O. Pesticide use and health hazards among cocoa farmers: Evidence from Ondo and Kwara states of Nigeria. Niger. Agric. J. 2020, 51, 263–273. [Google Scholar]
- Yami, M.; Lenis, L.-T.; Maiwad, R.; Wossen, T.; Falade Titilayo, D.O.; Oyinbo, O.; Yamauchi, F.; Chamberlin, J.; Feleke, S.; Abdoulaye, T. Farmers’ Pesticide Use, Disposal Behavior, and Pre-Harvest Interval: A Case Study from Nigeria. Front. Sustain. Food Syst. 2025, 9, 1520943. [Google Scholar] [CrossRef]
- Ahmed, A.; Pereira, L.; Jane, K. Mixed Methods Research: Combining Both Qualitative and Quantitative Approaches. 2024. Available online: https://www.researchgate.net/publication/384402328_Mixed_Methods_Research_Combining_both_qualitative_and_quantitative_approaches (accessed on 6 December 2025).
- Oludoye, O.O.; Robson, M.G.; Siriwong, W. Using the Socio-Ecological Model to Frame the Influence of Stakeholders on Cocoa Farmers’ Pesticide Safety in Nigeria: Findings from a Qualitative Study. Risk Manag. Healthc. Policy 2021, 14, 2357–2368. [Google Scholar] [CrossRef] [PubMed]
- Oludoye, O.O.; Siriwong, W.; Robson, M.G. Pesticide safety behavior among cocoa farmers in Nigeria: Current trends and determinants. J. Agromed. 2023, 28, 470–485. [Google Scholar] [CrossRef] [PubMed]
- Haynes-Brown, T.K. The Role of Sampling in an Explanatory Sequential Mixed Methods Study: General Applications of the Transformative Paradigm. Methods Psychol. 2025, 12, 100176. [Google Scholar] [CrossRef]
- Bagheri, A.; Bondori, A.; Allahyari, M.S.; Damalas, C.A. Modeling farmers’ intention to use pesticides: An expanded version of the theory of planned behavior. J. Environ. Manag. 2019, 248, 109291. [Google Scholar] [CrossRef]
- Damalas, C.A.; Telidis, G.K.; Thanos, S.D. Assessing farmers’ practices on disposal of pesticide waste after use. Sci. Total. Environ. 2008, 390, 341–345. [Google Scholar] [CrossRef]
- Huici, O.; Skovgaard, M.; Condarco, G.; Jørs, E.; Jensen, O.C. Management of Empty Pesticide Containers—A Study of Practices in Santa Cruz, Bolivia. Environ. Health Insights 2017, 11, 1178630217716917. [Google Scholar] [CrossRef] [PubMed]
- Sharafi, K.; Pirsaheb, M.; Maleki, S.; Arfaeinia, H.; Karimyan, K.; Moradi, M.; Safari, Y. Knowledge, attitude and practices of farmers about pesticide use, risks, and wastes; a cross-sectional study (Kermanshah, Iran). Sci. Total Environ. 2018, 645, 509–517. [Google Scholar] [CrossRef] [PubMed]
- Arowolo, A.; Shuaibu, S.; Sanusi, M.; Fanimo, D.O. Analysis of the determinants of profit from cocoa beans marketing in Ogun State, Nigeria. J. Agr. Sci. Environ. 2016, 16, 9–19. [Google Scholar] [CrossRef]
- Turner, R.C.; Carlson, L. Indexes of item-objective congruence for multidimensional items. Int. J. Test. 2003, 3, 163–171. [Google Scholar] [CrossRef]
- Kyriazos, T.; Poga, M. Dealing with Multicollinearity in Factor Analysis: The Problem, Detections, and Solutions. Open J. Stat. 2023, 13, 404–424. [Google Scholar] [CrossRef]
- Bujang, M.A.; Omar, E.D.; Foo, D.H.P.; Hon, Y.K. Sample Size Determination for Conducting a Pilot Study to Assess Reliability of a Questionnaire. Restor. Dent. Endod. 2024, 49, e3. [Google Scholar] [CrossRef]
- Raimi, M.O.; Muhammad, I.H.; Udensi, L.O.; Akpojubaro, E.H. Assessment of Safety Practices and Farmers Behaviors Adopted When Handling Pesticides in Rural Kano State, Nigeria. Arts Humanit. Open Access J. 2020, 4, 191–201. [Google Scholar] [CrossRef]
- Boateng, K.O.; Dankyi, E.; Amponsah, I.K.; Awudzi, G.K.; Amponsah, E.; Darko, G. Knowledge, Perception, and Pesticide Application Practices among Smallholder Cocoa Farmers in Four Ghanaian Cocoa-Growing Regions. Toxicol. Rep. 2023, 10, 46–55. [Google Scholar] [CrossRef]
- Madaki, M.Y.; Lehberger, M.; Bavorova, M.; Igbasan, B.T.; Kächele, H. Effectiveness of Pesticide Stakeholders’ Information on Pesticide Handling Knowledge and Behaviour of Smallholder Farmers in Ogun State, Nigeria. Environ. Dev. Sustain. 2023, 26, 17185–17204. [Google Scholar] [CrossRef]
- Bondori, A.; Bagheri, A.; Allahyari, M.S.; Damalas, C.A. Pesticide waste disposal among farmers of Moghan region of Iran: Current trends and determinants of behavior. Environ. Monit. Assess. 2019, 191, 30. [Google Scholar] [CrossRef] [PubMed]
- Agmas, B.; Adugna, M. Attitudes and Practices of Farmers with Regard to Pesticide Use in NorthWest Ethiopia. Cogent Environ. Sci. 2020, 6, 1791462. [Google Scholar] [CrossRef]
- Alshalati, L.M.J. Limited Knowledge and Unsafe Practices in Usage of Pesticides and the Associated Toxicity Symptoms among Farmers in Tullo and Finchawa Rural Kebeles, Hawassa City, Sidama Regional State, Southern Ethiopia. In Emerging Contaminants; IntechOpen: London, UK, 2021. [Google Scholar] [CrossRef]
- Keleb, A.; Ademas, A.; Abebe, M.; Berihun, G.; Desye, B.; Bezie, A.E. Knowledge of Health Risks, Safety Practices, Acute Pesticide Poisoning, and Associated Factors among Farmers in Rural Irrigation Areas of Northeastern Ethiopia. Front. Public Health 2024, 12, 1474487. [Google Scholar] [CrossRef] [PubMed]
- Dessart, F.J.; Barreiro-Hurlé, J.; van Bavel, R. Behavioural factors affecting the adoption of sustainable farming practices: A policy-oriented review. Eur. Rev. Agric. Econ. 2019, 46, 417–471. [Google Scholar] [CrossRef]
- Mulugeta, T.; Teklemariam, H.; Desta, T.T. Drivers of the unintended use of emptied chemical containers by smallholder farmers. BMC Public Health 2025, 25, 2933. [Google Scholar] [CrossRef]
- Handayani, L.; Yudoko, G.; Okdinawati, L. Towards a Closed-Loop Supply Chain: Assessing Current Practices in Empty Pesticide Container Management in Indonesia. Sustainability 2024, 16, 8310. [Google Scholar] [CrossRef]
- Braga Marsola, K.; Leda Ramos de Oliveira, A.; Filassi, M.; Elias, A.A.; Andrade Rodrigues, F. Reverse logistics of empty pesticide containers: Solution or a problem? Int. J. Sustain. Eng. 2021, 14, 1451–1462. [Google Scholar] [CrossRef]



| Disposal Practices | Always (5) | Often (4) | Sometimes (3) | Rare (2) | Never (1) |
|---|---|---|---|---|---|
| Re-applying the leftover on the same crop until it is empty. | 39.1 | 24.3 | 6.4 | 19.4 | 10.7 |
| Storing the leftovers for another application. | 4.6 | 8.2 | 6.9 | 42.5 | 37.9 |
| Applying the rinsate over a non-cropped area. | 36.1 | 28.6 | 6.9 | 15.1 | 13.3 |
| Discharging the rinse water to a non-grass surface. | 3.6 | 12.3 | 10.7 | 39.9 | 33.5 |
| Burying the rinse water. | 7.9 | 11.3 | 11.8 | 37.9 | 31.2 |
| Disposing of empty containers with regular wastes. | 6.4 | 7.9 | 9.2 | 40.4 | 36.1 |
| Burning the empty containers. | 31.7 | 27.6 | 11.8 | 17.6 | 11.3 |
| Keeping the containers for reuse for other domestic purposes. | 28.6 | 27.1 | 5.1 | 17.1 | 22.0 |
| Throwing away the containers in water stream or canals. | 31.2 | 34.3 | 9.2 | 14.6 | 10.7 |
| Leaving them in farmlands. | 43.2 | 22.5 | 8.4 | 12.5 | 13.3 |
| Independent Variable | B | S. E | β | t-Value | p-Value | 95% CI | |
|---|---|---|---|---|---|---|---|
| Intercept | 38.749 | 1.571 | 24.661 | 0.000 | 35.659 | 41.838 | |
| Knowledge | 0.496 | 0.129 | 0.156 | 3.849 | 0.012 | 0.243 | 0.749 |
| Experience | 0.040 | 0.040 | 0.058 | 0.990 | 0.323 | −0.039 | 0.119 |
| Training | −0.041 | 0.491 | −0.003 | −0.084 | 0.933 | −1.006 | 0.924 |
| Collection facilities | 3.175 | 0.923 | 0.130 | 3.441 | 0.017 | 1.361 | 4.989 |
| Age | −0.260 | 0.026 | −0.615 | −10.169 | 0.000 | −0.311 | −0.210 |
| Education status | 0.163 | 0.254 | 0.028 | 0.642 | 0.521 | −0.337 | 0.663 |
| Farm size | 0.059 | 0.053 | 0.043 | 1.111 | 0.267 | −0.046 | 0.164 |
| Sub-Themes | Codes | n |
|---|---|---|
| Negative attitude | Washing containers close to streams. | 15 |
| Proper washing removes residues. | 13 | |
| Lack of disposal or collection facilities | No collection facilities. | 21 |
| Alternative disposal methods. | 7 | |
| Non-functional facilities. | 5 | |
| Knowledge of risks | Not knowing about the danger of pesticides. | 17 |
| Being informed about pesticide residues. | 3 | |
| Social norms | Follow other farmers’ behaviours. | 9 |
| Membership in the farmers’ association | Disposal advice. | 4 |
| Quantitative Determinants | Direction and Strength | Corresponding Qualitative Sub-Theme | Illustrative Farmer Quote | Integrated Interpretation |
|---|---|---|---|---|
| Knowledge of pesticide risks | Positive association (β = 0.156, p < 0.05) | Sub-theme 3: Knowledge of risks associated with pesticide wastes | “Only farmers who do not know about the danger of pesticides could still reuse the containers…” | Farmers with greater awareness demonstrate safer practices; limited knowledge sustains unsafe reuse and disposal. Knowledge operates through cognitive awareness shaped by peer learning. |
| Access to disposal/collection facilities | Positive association (β = 0.130, p < 0.05) | Sub-theme 2: Lack of disposal or collection facilities | “There are some collection cages… but they are no longer functioning.” | Structural availability of facilities directly enables safer behaviour; their absence reinforces unsafe habits even among informed farmers. |
| Age of farmers | Negative association (β = −0.615, p < 0.001) | Cross-cutting theme: Generational differences in adoption | “I have always done it this way… no one got sick.” | Older farmers display lower perceived behavioural control and resist new disposal norms; targeted outreach is needed. |
| Attitude towards pesticide wastes (emergent) | (qualitative) | Sub-theme 1: Negative attitude towards pesticide wastes | “I normally wash pesticide containers close to a stream.” | Negative attitudes and risk denial undermine safe practices, despite awareness. Behavioural change must address perceived harmlessness. |
| Social norms and conformity | (qualitative) | Sub-theme 4: Social norms | “I burn containers because that’s what other farmers do.” | Social influence shapes behavioural diffusion; community norms can either entrench risk or foster safer collective practices. |
| Membership in farmers’ associations | (qualitative) | Sub-theme 5: Association membership | “Our association taught us to triple-rinse and puncture containers.” | Association-based learning acts as an informal extension mechanism, reinforcing knowledge and modelling safe behaviour. |
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Share and Cite
Oludoye, O.; Okolo, C.C.; Adebanjo-Aina, O.; Omoyajowo, K.; Ogunyebi, L. Behavioural and Systemic Determinants of Pesticide Waste Disposal Among Nigerian Cocoa Farmers: Insights from Mixed-Methods Research. Pollutants 2026, 6, 8. https://doi.org/10.3390/pollutants6010008
Oludoye O, Okolo CC, Adebanjo-Aina O, Omoyajowo K, Ogunyebi L. Behavioural and Systemic Determinants of Pesticide Waste Disposal Among Nigerian Cocoa Farmers: Insights from Mixed-Methods Research. Pollutants. 2026; 6(1):8. https://doi.org/10.3390/pollutants6010008
Chicago/Turabian StyleOludoye, Oluseye, Charles C. Okolo, Opeyemi Adebanjo-Aina, Koleayo Omoyajowo, and Lanrewaju Ogunyebi. 2026. "Behavioural and Systemic Determinants of Pesticide Waste Disposal Among Nigerian Cocoa Farmers: Insights from Mixed-Methods Research" Pollutants 6, no. 1: 8. https://doi.org/10.3390/pollutants6010008
APA StyleOludoye, O., Okolo, C. C., Adebanjo-Aina, O., Omoyajowo, K., & Ogunyebi, L. (2026). Behavioural and Systemic Determinants of Pesticide Waste Disposal Among Nigerian Cocoa Farmers: Insights from Mixed-Methods Research. Pollutants, 6(1), 8. https://doi.org/10.3390/pollutants6010008

