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PLOS One logoLink to PLOS One
. 2023 Dec 15;18(12):e0247740. doi: 10.1371/journal.pone.0247740

Consumer risk perception towards pesticide-stained tomatoes in Uganda

Daniel Sekabojja 1,*, Aggrey Atuhaire 1, Victoria Nabankema 1, Deogratias Sekimpi 1, Erik Jórs 2,3
Editor: Alejandro Vega-Muñoz4
PMCID: PMC10723735  PMID: 38100496

Abstract

Background

Tomatoes are consumed daily. Unfortunately, abuse of pesticide application by vegetable growers in Uganda increases risks of pesticide residue exposure among consumers, as they may be above Maximum Residue Limits (European Union Maximum Residue Limits used as a standard in Uganda). This study aimed to determine consumer attitudes and risk perceptions towards pesticide-stained tomatoes in Uganda to support interventions that could be used to reduce pesticide residue exposures in food.

Methods

A mixed methods cross-sectional study sampled 468 household consumers in four regions of Uganda, selecting one district (interventional project area) per region. In each district, about 60 household members were randomly selected from a total of three Sub Counties and interviewed. In addition, 9 tomato handlers (three tomato farmers, three tomato retailers, and three tomato wholesalers) participated in Focus Group Discussions (FGDs) per district. Collected data were entered into MS-Excel 13 and exported into Stata version 14.0 for cleaning and analysis at a 5% level of significance and 95% Confidence Intervals (CI). The proportion of risk perceptions and attitudes were computed and presented as percentages, while factors associated with risk perception were determined using Fisher exact test. Qualitative data collected under a traditional theory were analyzed using thematic content analysis.

Results

More than half, 54.2% (253/468), of the respondents were females, mean age was 37 years (SD = 13.13, ranging from 18 to 88 years). Half of the respondents, 50.9% (238/467), were farmers by occupation, and 40.3% (188/468) had completed upper primary education. Only 5.0% (20/396) of consumers reported a high-risk perception towards tomatoes stained with pesticide residues, the rest, 95.0% (376/396), were buying pesticide-stained tomatoes despite their awareness of the possible health effects. The main reason for buying the pesticide-stained tomatoes was that a majority, 59.0% (230/390), lacked an alternative to stained tomatoes like organically grown tomatoes. However, consumers generally had a negative attitude towards pesticide-stained tomatoes, with 67.0% (313/468) of the consumers disagreeing with the statement that tomatoes sold on the market are safe. Consumer risk perception was significantly associated with their awareness about residues in the tomatoes; where the proportion of consumers who were aware of the risk of pesticide-stained tomatoes was 42.8 times more likely not to buy stained tomatoes compared to the proportion of those who were not aware. OR, 42.8 (95% CI: 10.76–170.28). However, after Fisher-Exact tests analysis, level of education P(0.975), gender P(0.581), and age group P(0.680) were not associated with consumer risk perception (95% CI and 5% level of significance).

Conclusion

Although the consumers had a negative attitude towards the pesticide-stained tomatoes, their risk perception towards them ranked low, with most consumers buying tomatoes stained with pesticide residues due to a lack of an alternative. Ministry of Agriculture extension service efforts should promote and emphasize community to start household-based organic kitchen gardens as the efforts for the establishment of a national pesticide residue monitoring center awaits.

Introduction

Globally, there has been an increase in the inquiry on the knowledge of the dangers of chemicals in food which has aroused consumer concerns about food safety [1, 2]. This follows from consumer reports on the health effects of pesticides from their inappropriate use, exposing consumers to high amounts of pesticide residues in harvested foods [35]. Pesticide residues in food are directly related to the irrational application of pesticides on growing crops and a lesser extent, from residues remaining in the soil. Accumulated pesticide residues in food products that are absorbed in the human body are associated with human health hazards ranging from acute illnesses like; skin rashes, nausea, headaches, eye irritation, and shortness of breath to chronic toxic effects like; asthma, cancers, diabetes among other chronic illnesses [4, 68].

For numerous decades, pesticide use has intensified globally in agriculture, homes, and industries aiming at increasing productivity and reducing losses [4, 912]. In Sub-Saharan Africa, with a tropical climate that favors the growth and rapid multiplication of pests, pesticides are usually used at all levels of agricultural production, including on farms, to shield plants from pest attack and damage, to control weeds and parasites in livestock as well as in post-harvest control measures. It is now nearly impossible to produce food in tropical regions without using agrochemicals. However, considerations have been made in the climate change mitigation strategies rolling on the adoption of agroecology mechanisms [13, 14].

In developing countries, almost all fruits and vegetables grown commercially are sprayed with pesticides to combat pests and diseases. For example, a study done in 2014 at the two largest horticultural produce markets in Africa showed that 91% of the fruit and vegetable samples collected between 2012 and 2014 had pesticide residues, although these were compliant with the Maximum Residue Limits (MRLs) [15]. A comparative study done in Uganda among two groups of farmers (organic vs conventional farmers) still attests to the fact that food consumers are still exposed to the pesticide through the consumption of contaminated foods and drinks apart from direct exposures during spraying [16].

In most low-income countries like Uganda, pesticide regulation enforcement and support of the agricultural extension staff to guide farmers on pesticide application standards and dosage is very minimal if not done by implementing partners like Non-Government Organizations. Unlike export products, fresh produce sold at local markets is not analyzed for agricultural chemical residues. This raises concerns about the perceived safety levels of local food supplies compared to exported products [15]. For instance, a study in Uganda showed that 24.5% of farmers were not aware of any health risks of spraying tomatoes close to harvest time, almost 50% of farmers (45.8%) sprayed their tomatoes less than a week to harvest time, 29.2% sprayed their tomatoes on harvesting, with intentions to extend the shelf-life while 50% did so to attract consumers [1719].

Another study in 2015 shows how farmers sprayed tomatoes 6 times the manufacturer recommended dosage and harvested these tomatoes 2–3 days after the last spraying session compared to the recommended pre-harvest interval of 4–7 days [18]. These phytosanitary practices increase pesticide residues in tomatoes. This is further exacerbated by the lack of a pesticide residue monitoring plan for conventionally grown food and specific surveillance for pesticide poisoning by the health sector [20].

Although developed countries use 75% of global pesticides; these apply them with strict regulations compared to developing countries which lack regulation enforcement. Although developing countries use the least quantities of pesticides, they use the most toxic ones [21, 22] resulting in increased risks of acute poisoning. The inappropriate use of pesticides in developing countries increases pesticide exposure and health risks to consumers. Approximately 25% of developing countries lack regulations and 50% of the WHO-region countries lack sufficient resources to enforce their pesticide-related regulations [23, 24]. Also, under existing international laws, highly toxic, banned, or unregulated pesticides are always exported to developing countries [2528], posing health risks to consumers.

Although Uganda is transitioning to establishing a pesticide residue monitoring program, this has moved slowly and made the protection of public health unrealized. There is limited published work in Uganda about consumer risk perception toward pesticide residues in food. This study, therefore, in its novelty, contributes to new knowledge in the areas of risk perception among Ugandan consumers by unveiling the understanding of consumers’ risk perception towards pesticide-stained tomatoes, and their attitudes towards pesticide-stained tomatoes to justify the need for a National Pesticide residue monitoring program in Uganda.

Theoretical model

The study employed the risk perception model of consumer behavior, the most commonly used theoretical model for consumer risk perception. This model suggests that consumer risk perceptions are based on their cognitive, affective, and behavioral responses to potential risks associated with food. Cognitive responses include the consumer’s evaluation of the probability of a risk occurring and the severity of the potential impacts of the risk. Affective responses include the consumer’s emotional reactions to the risk, such as fear, anger, or disgust. Behavioral responses include the consumer’s decision to purchase or avoid the food in question, or to take other precautionary actions in response to the risk.

Research questions

  1. What is the risk perception of consumers regarding tomatoes stained with pesticides?

  2. What are consumers’ attitudes towards tomatoes stained with pesticides?

Fig 1 illustrates the conceptual framework used in this study.

Fig 1. Conceptual framework.

Fig 1

Methods

Study area and population

This study was conducted in 4 districts as interventional project areas, each selected from one of the four regions of Uganda namely, Northern (Nebbi), Western (Masindi), Eastern (Bugiri), and Central (Sembabule). From each district, three sub-counties were randomly selected and consumers were sampled systematically at the household level for interviews. The above districts were Pesticide Use, Health and Environment (PHE) Project intervention areas with a tropical climate where tomatoes, cabbages, passion fruits, oranges, mangoes, okra, green pepper, amaranths, and eggplant, among other crops, are commonly grown and intensively sprayed with pesticide. The commonly used method of pesticide application is a knapsack sprayer worn as a backpack and mechanically operated with a hand pump.

The Uganda National Census 2014 estimates the average population for the above districts as follows; Nebbi (385,220), Masindi (94,622), Bugiri (426,000), and Sembabule (219,600) [29].

Study design

A cross-sectional study design conducted in June 2019 employed mixed methods of both qualitative and quantitative data gathering. Working through existing branches of the District Farmers Association (DFA) in each of the four districts, three sub-counties were randomly selected and sampled, clustered into urban, peri-urban, and rural. In each of the four districts, an average of 117 participants at the household level, were randomly selected and interviewed making a total of 468 participants as follows; 117 participants from Nebbi District, 102 participants from Sembabule District, 119 participants from Bugiri District, and 130 participants from Masindi district. In addition, purposive sampling for Focus Group Discussions (FGDs) was conducted forming a total of 9 participants per focus group per district. Each FGD was composed of three tomato farmers, three tomato retail vendors, and three tomato wholesalers totaling 36 participants for the four districts.

Materials

Pretested and standardized structured questionnaires adopted from a survey “A monitor on consumer confidence in food safety" developed (by De Jonge, Janneke 2004) [30] for monitoring consumer safety in a Canadian population were modified and used for data collection (details provided in the S5 File). All questionnaires were translated into the participant’s local language and translated back into English for quality assurance purposes. Focus Group Discussion Guides were used to collect the qualitative data and also administered in the local language by trained Research Assistants (RAs). (Details of the guides are provided in S6 File).

Consumer risk perception was assessed using a series of three questions in the order; 1) Are pesticide residues harmful to human health? 2) Are you aware that tomatoes sold on local markets contain pesticide residues? 3) Do you buy pesticide-stained tomatoes? Attitudes were measured on a three-Likert scale (responses ranging from agree, not sure, and disagree). The questionnaire included three sections on optimism, pessimism, and trust. Under the optimism section, questions assessed the safety, confidence, and satisfaction of the pesticide residues on tomatoes. The section on pessimism assessed the worries, suspicion, and discomfort caused by the pesticides residues on the tomatoes, while the section on trust assessed the consumer’s trust in whether the tomato vendors had the characteristics of trust such as the competence to control the safety of tomatoes, the knowledge to guarantee tomato safety, honesty about the safety of the tomatoes, sufficiently open about tomato safety and giving special attention to control the safety of tomatoes (Assessment results provided in S2 File).

Data collection and analysis

Research Assistants (RAs) were trained on the objectives of the study in a one-day training per district. Questionnaires were pretested with the RAs, and supervision was done daily; every filled-in questionnaire was reviewed for accuracy and completeness to ensure data quality and ethical considerations were unbleached.

A total of 36 participants were involved in the FGDs, 9 per district, all their responses recorded using audio recorders and data gathered on tapes. The sample size for the FGDs was based on the level of saturation of the responses.

Quantitative collected data was gathered and entered into Microsoft Excel Version 2013 and exported into Stata version 14 for cleaning and analysis. A total of 468 entries were achieved. Categorical variables like Risk Perception (measured as a binary outcome; high-risk or low-risk perception) and Attitude, age group, occupation, gender, and level of education were presented as frequencies with their respective percentages, while continuous variables such as age presented as means with their respective standard deviations (SD) and ranges.

Bivariable analysis for risk perception (measured as a binary outcome), was computed by gender, level of education, age categories, residence (rural, urban, and peri-urban), and the chi-square and the respective p-values reported under (95% CI, 5% Level of significance). Awareness about the pesticide residues was computed by level of education and by the practice of buying tomatoes and their Chi-square, p-values under (95% CI and 5% Level of significance) reported. Fisher exact test was used to determine the factors associated with consumer risk perception and the factors for buying pesticide-stained tomatoes under (95% CI, 5% Level of significance), details provided in the S3 File. Finally, simple logistic regression was used to compute the odds ratio of consumers who were aware of pesticide residues on the tomatoes vs those who were not aware of the pesticide residues on the tomatoes and their respective Odds Ratio with the p- values reported with 95% CI and 5% Level of significance as provided in the S4 File.

Qualitative data collected among the 36 participants in the four districts were transcribed and analyzed thematically based on the study objectives and conclusions based on participant responses. These conclusions in line with triangulation were later used to support a discussion with quantitative data findings.

Ethical consideration

This study sought ethical approval from Makerere University School of Public Health, Higher Degree Research and Ethics Committee (MakSPH HDREC) with reference registration number 686. Informed consent was sought from all participants before the interviews; for anonymity, participants’ initials were used instead of their names on the questionnaire, and participants were free to withdraw from the study at any point when they felt like not continuing with the interviews.

Results

Demographic characteristics of consumers

The study registered all consumer responses, equally sampled by residence (rural, urban, and peri-urban). From the three sub-counties in each of the four districts of Uganda; (Northern region: Nebbi district, Eastern Region: Bugiri District, Central Region: Sembabule district, and Western region: Masindi district).

As indicated in Table 1 below, slightly more than half, 54.1% (253/468), of respondents were females, a majority, ≈51.0% (238/468) practiced farming as an occupation (refer to S1 File for other demographic characteristics), a majority, 84.4% (395/468) had attained a lower level of education. The mean age of participants was 37.7 years (SD±13.1, ranging from 18–88), with a majority of 54.7% (256/468) belonging to the age group below the mean age. From the qualitative results, interviews involved categories of tomato farmers 33.3% (12/36), tomato retail vendors 33.3% (12/36), and tomato wholesalers 33.3% (12/36) sampled in equal proportions in the 4 districts. i.e., three persons, per category, per district.

Table 1. Demographic characteristics of consumers.

Variable Category Frequency (%)
Gender Male 215 (45.9)
(n = 468) Female 253 (54.2)
Age group Below mean Age 256 (54.7)
Above mean Age 212 (45.3)
Mean Age 37.7 (SD±13.1)
Level of education No formal education 39 (8.3)
(n = 468) Lower level 395 (84.4)
upper level 34 (7.3)

Consumer risk perception towards pesticide-stained tomatoes

Consumer risk perception was measured using a model with questions as provided in Fig 2.

Fig 2. The model for assessing consumer risk perception towards pesticide-stained tomatoes.

Fig 2

(Perceived severity component).

Consumer risk perception

Among consumers who were aware and knowledgeable about sold tomatoes containing pesticide residues, ≈95.0% (376/396) of them bought these pesticide-stained tomatoes (i.e., had a low-risk perception) compared to only 5.0% (20/396) who perceived tomatoes to be of high-risk to their health and withdrew from buying them (i.e., had a high-risk perception) as provided in Fig 3.

Fig 3. Level of consumer risk perception towards pesticide-stained tomatoes.

Fig 3

Reasons for buying pesticide-stained tomatoes

The main reasons for buying pesticide-stained tomatoes were reported that majority, 59.0% (230/390) of the consumers had no choice but to buy pesticide-stained tomatoes, followed by 27.2% (106/390) who had to prepare these tomatoes at home to reduce the pesticide residues, 9.2% (36/390) who perceived no health risks of buying stained tomatoes and 4.6% (18/390) falling in the other categories which included the preference of tomato attributes like size, ripeness, price, among other attributes other than the pesticide residues.

Consumer confidence in the safety of tomatoes sold in the Ugandan market

On a general scale, the majority and more than half, 66.9% (313/468), of the consumers disagreed with the fact that tomatoes sold in the Ugandan markets are safe; consumers’ general confidence in the safety of tomatoes sold in Ugandan Markets outweighed their counterparts with nearly half, 49.6% (231/466), of the consumers being confident about the safety of tomatoes sold on the Ugandan markets. In comparison, only 14.4% (168/466) were not confident, 14.4% (167/466) were not sure, and 2 never responded to the question.

Factors associated with consumer risk perception and buying of stained tomatoes

From the Fisher-exact tests, consumer risk perception was not associated (p>0.05) with the demographics such as level of education P (0.975), Residence P (0.462), gender P (0.581), age group P (0.680), and marital status P (0.581), as indicated in the S3 File. However, further simple logistic regression analysis revealed that consumer risk perception was significantly associated with consumer awareness about residues in the sold tomatoes; where the proportion of consumers who were aware of tomatoes containing pesticide residues was 42.8 times more of a high-risk perception compared to the proportion of those who were not aware of the tomatoes containing pesticide residues. (Refer to results in the S4 File).

In Table 2, the consumer awareness about Pesticide residues was not associated with age- group, and level of education but significantly associated with gender, where male consumers were 1.77 times more likely to be aware of the pesticide residues in the tomatoes compared to their counterparts; and consumers who had never obtained pesticide safety information being 61% less likely to be aware of the pesticide residues compared to consumers who had obtained information on pesticide safety, OR 0.39 (95% CI: 0.24–0.64)

Table 2. Logistic regression for consumer awareness about pesticide residues on tomatoes and some consumer demographics (crude Odds ratio).

Aware of pesticide residues Odds
Ratio
Std. Err. P>|z| [95% CI ]
No (%) Yes (%)
Gender
Female 54 (21.3) 200 (78.7) 1.0
Male 28 (13.2) 184 (86.8) 1.77 .451 0.024 1.078 2.921
Age category
Below mean age 46 (18.0) 210 (82.0) 1.0
Above mean age 36 (17.1) 174 (82.9) 1.06 .259 0.816 .655 1.711
Education category
None 10 (25.6) 29 (74.4) 1.0
Lower-level Education 69 (17.6) 324 (82.4) 1.62 .631 0.217 .754 3.477
Upper-level Education 3 (8.8) 31 (91.2) 3.56 2.52 0.072 .891 14.249
Ever obtained information about pesticide safety
Yes 34 (12.1) 247 (87.9) 1.0
No 48 (25.9) 137 (74.1) 0.39 .098 0.000 .244 .639

Consumer awareness about the pesticide-stained tomatoes was not associated with consumer level of education P (>0.05) but significantly associated with consumer risk perception P(<0.05) and the practice of buying stained tomatoes P (<0.05) as indicated in Table 3 below.

Table 3. Shows the fisher-exact tests for awareness about pesticide residues in tomatoes versus the consumer level of education and practice of buying stained tomatoes.

Buy stained tomatoes Aware of pesticide residues in the tomatoes Freq (%) Fishers-exact p-values
Yes No Not sure 0.000
No 14/20 (70.0) 6/20 (30.0) 0 /20 (0.0)
Yes 370/376 (98.4) 4/376 (1.1) 2/376 (0.5)
Consumer risk perception 0.000
High-risk perception 13/19 (68.4) 6/19 (31.6) 0/19 (0.0)
Low-risk perception 371/377 (98.4) 4/377 (1.1) 2/377 (0.5)
Education level 0.095
None 29/39 (74.4) 7/39 (17.9) 3/39 (7.7)
Primary 216/272 (79.4) 35/272 (12.9) 21/272 (7.7)
Secondary 108/121 (89.3) 7/121 (5.8) 6/121(5.0)
Tertiary 31/34 (91.2) 1/34 (2.9) 2/34 (5.9)

General consumer attitudes towards pesticide-stained tomatoes

Pessimism towards pesticide-stained tomatoes

Based on the percentages of pessimism, measured on a 3-Likert scale, a majority, 74.3% (347/467) of the consumers were pessimistic about the stains on the tomatoes compared to 2.4% (11/467) who were not sure, and 23.5% (109.6/467) who felt optimistic about the stains on the tomatoes in terms of worrisome, discomfort, and suspicion caused by the residues. (Details provided in S2 File and Fig 4).

Fig 4. Average negative perceptions/pessimism of consumers on pesticide-stained tomatoes in percentage.

Fig 4

Optimism towards pesticide-stained tomatoes

Based on the percentages of optimism, measured on a 3-Likert scale, Consumers’ positive attitude towards pesticide-stained tomatoes was low. On average, only 33.2% (155.3/468) of the consumers agreed with the statement that tomatoes sold on the Ugandan market are safe, compared to a majority of 61.1% (285.6/468) who disagreed with the statement while 5.7% (26.7/468) were not sure as provided in Fig 5 and indicated S2 File.

Fig 5. The optimism of consumers on pesticide-stained tomatoes.

Fig 5

Consumer-level of trust in pesticide-stained tomatoes

In terms of trust, based on the 3-scale, 77.7% (362/466) of consumers lacked trust and disagreed that tomato vendors have the characteristics of trust such as the competence to control the safety of tomatoes, the knowledge to guarantee tomato safety, honesty about the safety of the tomatoes, being sufficiently open about tomato safety and giving special attention to control the safety of tomatoes compared to 8.1% (37.6/466) who were not sure and 14.1% (65.4/466) who trusted tomato vendors (details provided in the S2 File).

Qualitative findings

Table 4 summarizes the qualitative findings of this study.

Table 4. Shows a summary of qualitative findings: This table includes perceptions on pesticide stained tomatoes from key informants and focus group discussants.

Theme Main claim Underlying issue Preposition Argument/disagreement
Pesticide Effects on human health From our qualitative findings, most participants, 41.2% (7/17), claimed that pesticide-stained tomatoes are poisonous/ harmful to human health, and create fear for the consumer’s health. “To me, it is real poison because even on the pesticide label, the manufacturer cautions the users to put on protective gear. This puts me at risk as a farmer and puts fears to the final consumer that is not safe”, one of the Farmers from Masindi District said.
These residues are harmful to our health because from planting to harvesting a farmer uses over 10 types of chemical to bring out good results, meaning that these chemicals get dissolved inside the tomato juice”, one of the wholesalers from Sembabule district said.
Some participants claimed that spraying tomatoes with pesticides was fine as long as they are washed before eating.
However, some claim that spraying high dosages leads to more residues/stains on tomatoes which may affect the consumers. Some participants had an opinion that residues indicate high doses of pesticide spraying before sale on the market, rendering tomatoes unsafe for consumption.
Participants mainly suggested tomatoes need to be washed before sale in the market and consumption to ensure safety, while other participants argued that tomatoes can be soaked in water for one (1) hour before consumption or the outer cover peeled off to reduce exposure in consumed food. However, there was a diversion in perception about the harmfulness of pesticides, Some Participants argued that Pesticides are only harmful to pests on plants and not humans; they protect tomatoes from damage, keep them safe and ready for consumption, “Since the pesticides are used to kill pests, the chemical is only harmful to the tomato pests.” narrated by a farmer from Olyeko village, Nebbi municipality.
Some participants were more interested in the appearance of pesticide residues/stains on tomatoes claiming that it assured them of the market since customers preferred such tomatoes.
Participants discussed that the residues are both on top and inside, preserve the tomatoes reduce losses, and customers had to wash the tomatoes clean of pesticides.
Participants also mentioned that they spray because of environmental-related issues claiming that the environment can no longer support proper tomato growth without the use of pesticides and Pesticides are used to increase yields.
Unfortunately, participants were aware that farmers don’t follow instructions on labels and rarely use any protective equipment as these are not easily accessible and affordable.
Perceptions n of residue and impact on consumer health Most of the Participants 47.1% (8/17) said that pesticides negatively affect consumer health. This is mainly because most of them had experienced pesticide poisoning. For instance, some claimed itching, irritations, stomachaches, and restlessness. Some participants were aware of the effects of the pesticide labels while some claimed that the smell of pesticides indicates a negative effect on health.
Most participants, 70.6% (12/17), claimed pesticides were harmful due to the health problems they cause, whereas some, 29.4% (5/17), were somehow optimistic and argued that pesticide residues are not very harmful the effects are observed after a very long time.
Some participants proposed that Consumers need to be sensitized to pesticide dangers, including the effects of the residues.
Some participants argued that due to the low market prices and limited resources, farmers tend to delay harvesting tomatoes by spraying them to keep them longer until there is a better market price.
Despite the impact, some participants argued that Farmers overdose tomatoes with pesticides to meet customers’ demand for storing tomatoes for a longer time. Customers in the market shun pesticides without pesticide residues; they demand those with residues because they believe they are healthy and last longer.
Some attributed this practice to the tomato varieties on the market, which require much spraying throughout the growth stages to maximize yields.
Participants argued that farmers couldn’t interpret the labels on pesticide containers because most of them are uneducated and therefore may overdose or underdose the tomatoes with pesticides.
In addition, some participants claimed that pesticides are not very bad if used properly, but farmers do not observe pre-harvest intervals.
Some participants recommended that the government plays its role in obliterating some pesticides, including counterfeits from the market. In contrast, others recognized that farmers also have a role to play by following the prescription made by the manufacturer from the labels.
Consider actions before buying tomatoes Some participants claimed they ignore pesticide residues and buy with pesticides because they last longer. Some participants consider tomato size (prefer big to small), tomato ripeness (prefer not so ripe tomatoes), freshness and customer needs.
“We look for the general appearance of tomato, but at sight, I look at the pesticide residue on tomato, not the size. So I would better go with small tomato with pesticide than a big one.” answered a farmer from the Masindi district.
However, a few wholesalers consider Place of tomato selling. They say that tomatoes from non-mulched gardens usually spoil faster, especially during rainy seasons. So they would like to lose by discarding most of the damaged tomatoes. “Sure deal, traders, consider the pesticide residues on the tomato, and the life expectancy of that tomato determines the quality of the tomatoes. A good tomato turns red, not yellow, and doesn’t have disease spots when ready. Traders consider the glittering cover and size. For tomatoes sprayed from the store, the residue is just on top and can easily be rubbed off with your hands, but a tomato sprayed earlier can’t rub off the residues even if they are being seen.” a whole tomato seller from Masindi district.
“When the buyers are many in his garden, they don’t consider or mind anything they just collect all except the damaged ones,” said a farmer from Nebbi district
Participants recommend that Researchers Share information with local people to understand the health impact of pesticides and how to reduce exposure. Some participants Claimed that tomatoes are sprayed shortly before harvesting to stores some buyers may book the tomatoes and fail to pick up on the promised day.
All Participants, however, claimed no further spraying is done at the stalls because they are already sprayed well and need to preserve quality and harden skin.

Discussion

Very little information is available about the pesticide residue in tomatoes in Uganda and, consequently the risk of exposure to this. Therefore, the focus of this study was to determine the consumer risk perception towards pesticide-stained tomatoes and the attitudes (pessimism, optimism, and trust) toward pesticide-stained tomatoes. It employed a cross-sectional study design with a total of 468 consumers as respondents equally systematically sampled by residence and interviewed from each of the four districts (Northern Region: Nebbi District, Eastern Region: Bugiri District, Central Region: Sembabule District, and Western Region: Masindi District), thus a good representation of Ugandan consumers.

Characteristics of the respondents show that slightly more than half of the respondents were females as expected since data collection was done at the home level and the majority of the females stay home to take care [31] of home chores and are more involved in food buying and preparations, similar to findings by [32, 33] where 58% of women were involved in the purchase of meat and [34] where 73% of the female formed part of the study participants, more than three quarters were married women as interviews were conducted at homesteads and consent sought from adults making it more likely for the married women to be interviewed. This calls for public health and risk communication interventions to focus on and prioritize females when communicating the risks of pesticide exposure in food since they are more engaged in food preparations at home levels. Half of the respondents were farmers, given that Uganda has nearly three-quarters of its population engaged in farming, and this study was carried out in a rural setting involving vendors, buyers, and tomato growers. A majority had completed a lower level of Education, and a majority belonged to the age group <30 years as the Ugandan population is composed of 75% youths as the majority, 80% of these residing in rural areas [35]. From these characteristics, we can report that the consumers interviewed in this study were a good representation of tomato consumers in Uganda. Respondents of this study represent adult female consumers experienced with tomato farming and with adequate education attainment (majority with Ordinary level of education) to express risk perception towards pesticide-stained tomatoes.

Consumer risk perception ranked low, with a majority of consumers (95%) buying tomatoes that are well known to be stained with pesticide residues, a majority giving reasons that they have no alternative. Results from this study highly deviate from similar studies conducted in developed countries, such as Californian consumers, where 80% were safety cautious and checked the food items to see if they were opened or damaged [36], in Georgia, 89% considered testing of pesticide residues in food to be very important or somewhat necessary [31], and in Boston, consumers had a high-risk perception of conventionally grown produce compared to public health hazards [33], most of these were mainly triggered by the health effects of the contaminants such as pesticide residues and biological contaminants like disease-causing germs in the sold produce. More so, another study by [34] conducted in Athens Greece, shows how consumer willingness to pay for organically grown food was strongly linked to quality and security. Quality entails the aspects of food being free from any contaminations introduced in the process of its growth and the security aspect entailing a low risk to harm.

From the Turkish perspective, consumers’ willingness to pay for reduced pesticide residues in tomatoes was mainly determined by their risk perception about the residues, which is explained by the label on the purchased apples [37]. In this case, due to the different situations, in Uganda, unfortunately, tomatoes are not labeled with the residual contents and benefits of low pesticide residual levels. This could be the reason why most of the consumers in this study bought tomatoes. The vegetables on the market lack such information which could have triggered consumers to make their choices. This is a gap to be closed by authorities in charge of food safety and consumer protection to ensure that food is labeled in terms of chemical residues but also state if it is organically grown to protect the public from pesticide residual exposures. Uganda is lacking a stand-alone and comprehensive food safety policy that puts public health at stake for pesticide exposure. The existing Food and Drug Act is a bit outdated and merely captures specific food contaminants such as pesticide residues.

Results from this study are a piece of vivid evidence to be used as part of the advocacy statements in finding ways of establishing a stand-alone National Food Safety Policy and formulation of interventions for risk communication regarding food risks like pesticide residues.

A study on consumers’ willingness to pay for pesticide-free vegetables indicated how consumer awareness about the residues in vegetables and the residual effects on human health greatly influenced their willingness to pay for these vegetables. Consumers in this study were willing to pay 50% more for pesticide-free vegetables [38]. In the Ugandan context, the consumer’s low-risk perception of pesticide-stained tomatoes indicates a risk of increasing pesticide residue exposure if there lacks an alternative. As reported in other findings [19], our qualitative results from vendors and tomato farmers from the FGDs, indicate that the highly stained tomatoes are due to poor hybrid tomato seeds that need frequent spraying and vendors’ demand to spray these tomatoes before selling. Nevertheless, a low level of literacy to understand the pesticide label information and wrong perception that Mancozeb pesticide can harden the outer skin and increase tomato shelf life. From this misconception, tomato vendors only buy stained tomatoes presuming that these will stay for long on the shelf, are healthy & free from microbial contaminants.

Unlike other studies [31] from Georgia where consumers prioritize microbial contamination followed by pesticide residues as the first consideration before choosing to buy vegetables, tomato consumers in Uganda partly have a feeling that pesticide-stained tomatoes are free from pathogens and healthy, thus ignoring the pesticide stains on them. As reported, some think that pesticides are selective and only meant to kill plant pests and cure plant diseases. However, our logistic regression analysis indicates how consumer awareness about pesticide residues increases the chances of a high-risk perception, protecting consumers from residue exposure, although this is just for a few individuals, this is backed up by the risk perception consumer behavior theory under perceived severity of the risk associated with the choices under the conventionally grown foods. More interventions on tomato preservation techniques need to be disseminated by district agricultural extension departments targeting more tomato sellers who demand pesticide-stained tomatoes.

From our focus group discussion; all farmers claimed that vendors would only buy tomatoes with pesticide stains as these are thought to be healthy and would stay for long on the shelf before being sold to the consumers. On the other hand, vendors attest that stained tomatoes are healthy, look good, take long to go stale, and have a high resale value on the market.

From these findings, the Ministry of Agriculture Animal Industry and Fisheries needs to sensitize farmers and improve coordination and regulations on the sale and use of agro-inputs. Agro-input dealers, the immediate information providers to the farmers, need to be trained in Pesticide safe-use training. A recent unpublished survey done by UNACOH in 2020 reports that only 6% of the agro-input dealers in 12 districts had obtained the safe-use training which is required to be undertaken by all agro-input distributors and it is a prerequisite by law before an agro-input shop business is opened [39].

Tomato residues are given less attention by consumers probably because consumers lack knowledge of the dangers that the residues may impact on their health which in most cases takes time. From a model by Huang Chung [40] estimating the relationship between consumer perceptions, attitudes, and behavioral intentions (refer to the model in S7 File), choices (behavioral intentions) on buying food are influenced by perceptions and attitudes, which influence each other in addition to knowledge (information) from personal experience, evaluative criteria, and social demographics. All are based on consumer awareness about the pesticide’s potential ill effects and the social economic status of the consumer. Consumers of higher social-economic status are most likely to have a high educational level and consequently easily access all the necessary information about the effects of pesticide residues. These will tend to have a high-risk perception about the pesticide-stained tomatoes and are not likely to buy those stained with pesticides. However, this was not so with our findings. Consumer risk perception was not directly associated with the level of education and social economic status, but associated with awareness about pesticide residues. Consumers who were aware of pesticide residues were 42.8 times more likely to be of high-risk perception than those who were not aware. From our results, the low proportions (5%) of high-risk perception consumers may be attributed mainly to our sample containing low percentages of highly educated consumers (upper-level education, Table 1). This study is in line with a study by [34], who discovered that consumer willingness to pay for organic produce was not associated with social demographic characteristics. However, similarly, consumer willingness to pay dwelt much on the quality and safety of the food. Where consumers look for quality food free from contaminants and this is affected by their knowledge or awareness about the contaminants.

On the other hand, pesticide residue knowledge among the general public in Uganda is a new topic, and studies conducted along these lines are few, most of the time not intended to create awareness among the public on the potential ill effects of residues in food. From other related findings in this study, consumers have no access to sources of information on pesticide residues in food, with most of the information on pesticide residues acquired through radio and television media, followed by health professionals, depicting a significant gap in information accessibility and availability. Based on the results of the misconception that pesticide residues increase tomatoes’ shelf life, new studies on the origin of this misconception need to be conducted to challenge the practices of overdosing, which pose risks to public health.

Although this study had measures in place to ensure the accuracy of reported data, limitations were encountered due to recall bias. Respondents were asked to remember their food choices from the past month or weeks, which may not always be completely reliable. Some respondents may also feel sensitive when answering questions about consuming food contaminated with pesticides due to awareness of the potential dangers, leading to report bias. Therefore, this research has some limitations.

Conclusion

Although consumers in Uganda had a negative attitude towards pesticide residues on the tomatoes, their risk perception towards these pesticide-stained tomatoes ranked low, with a majority of consumers buying pesticide-stained tomatoes regardless of their level of education, age, and gender. This was all linked to a market lack of alternative organic tomatoes. However, awareness about tomatoes containing pesticide residues was associated with containing pesticide residues was 42.8 times more of a high-risk perception than consumers who were not aware.

There is a need by the government, through its line of Ministry of Agriculture Animal Industry and Fisheries (MAAIF), health information and risk communication entities, and Civil Society Organizations among other partners to sensitize the Ugandan population on the effects of pesticide residues. There is also a need to sensitize farmers on the right pesticide dosage, and compliance to the pre-harvest intervals as well as train agro-input dealers on the same relevant pesticide safety and handling modules since it is from these, that the farmers buy pesticides.

MAAIF should also hasten the establishment of the National Pesticide Residue Monitoring Program to protect Public Health from this chronic exposure to pesticide residues in agricultural produce.

Supporting information

S1 File. Other demographic characteristics of consumers.

(PDF)

S2 File. Consumer attitudes towards pesticide-stained tomatoes.

(PDF)

S3 File. Fisher-exact tests for the factors associated with consumer risk perception towards pesticide-stained tomatoes.

(PDF)

S4 File. Simple logistic regression of consumer risk perception vs. awareness about pesticide residues.

(PDF)

S5 File. Questionnaire: Consumers’ risk perception towards pesticide-stained tomatoes in Uganda.

(PDF)

S6 File. Focus group discussion guide for consumer risk perception towards pesticide-stained tomatoes in Uganda.

(PDF)

S7 File. A model for estimating the relationship between consumer perceptions, attitudes, and behavioral intentions was adopted from Huang Chung.

(PDF)

S1 Database

(DTA)

Acknowledgments

The author would like to acknowledge the support from Diálogos participants and all efforts rendered by the Pesticides Use, Health and Environment (PHE) Project team, and the respective District Framers’ Association (DFAs) with which the study was conducted. DFAs supported highly in questionnaire translation into the respective local languages and in the data collection exercise.

Data Availability

Database is available at https://zenodo.org/record/8238512

Funding Statement

The study received funding from Dialogos a Danish NGO under the Pesticides Use Health and Environment Project (2017-2020). Funding was not received by an individual, but directed and received by the Uganda National Association of Community and Occupational Health as an organization. The study was part of the project to assess the pesticide exposures through food and in no way did the funder influence the carrying out of the study to suit his agendas. NO - The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

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Decision Letter 0

Pankaj B Pathare

17 Aug 2021

PONE-D-21-04826

Consumer risk perception towards pesticide stained tomatoes in Uganda.

PLOS ONE

Dear Dr. Sekabojja,

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Reviewer #1: Partly

Reviewer #2: Yes

**********

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Reviewer #1: I Don't Know

Reviewer #2: Yes

**********

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Reviewer #2: Yes

**********

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Reviewer #2: No

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Reviewer #1: Risk perception studies in agriculture are fascinating, especially when is combined with qualitaitve techniques. I did not fully understand that combination. It seems like there are two sub-research going on, but you need to figure out how one fully supports the other one findings.

You need to think more how to present your results, the way you did so is vague and hard to follow it.

Reviewer #2: Dear Authors:

I have reviewed an article titled “Consumer risk perception towards pesticide stained tomatoes in Uganda” The article data depict some interesting information; however, the scientific writing and presentation of data need to improve. This article needs substantial revision with proper sequence, I would advise to the authors please, read and follow some good articles to present your data.

Introduction

1. The introduction needs to improve with proper flow.

2. Please elaborate qualitative and quantitative mode of your study too, why you have select both?

See the following articles and cite where needed.

I. Saeed, M.F., Shaheen, M., Ahmad, I., Zakir, A., Nadeem, M., Chishti, A.A., Shahid, M., Bakhsh, K. and Damalas, C.A., 2017. Pesticide exposure in the local community of Vehari District in Pakistan: An assessment of knowledge and residues in human blood. Science of the Total Environment, 587, pp.137-144.

II. Hayat, K., Afzal, M., Aqueel, M.A., Ali, S., Saeed, M.F., Qureshi, A.K., Ullah, M.I., Khan, Q.M., Naseem, M.T., Ashfaq, U. and Damalas, C.A., 2019. Insecticide toxic effects and blood biochemical alterations in occupationally exposed individuals in Punjab, Pakistan. Science of The Total Environment, 655, pp.102-111.

3. Elaborate what fruits and vegetables and what type of orchard are managed in this region

4. What type sparing equipment’s used

5. What are climatic conditions?

6. Your aim of stud is more generalized Please elaborate objectives of your study categorically and most specifically

Materials and Methods:

1. household level, on average 117 participants were randomly selected and interviewed, please explained in tabular form how many people were interviewed in each district?

2. Why have you expressed on average participants? Write the exact number even though they are different from one another by regions, making average is not appropriate and scientific in social sciences studies

Results

1. The study registered 100% response from consumers What do you mean that?

2. 37.7years (SD±13.1, ranging from 18-88), it would be more interesting if you categorized the age, it may give you some differences among young and middle and old age people?

3. From the qualitative results, interviews involved tomato farmers

33.3% (12/36), tomato retail vendors 33.3% (12/36), and tomato wholesalers 33.3% (12/36)

sampled in equal proportions in the 4 districts. i.e. three persons per category per district.

This is very interesting for me Why you focused 12 participants from each, you can find more than this, it could be a potential participant, possibly you would have missed, what do you say??

4. Lower level, upper level, what do you mean by this? Please be more specific?

5. discomfort and suspicion that the residues cause (details provided in S2 File and Fig1)., this is incomplete information??

6. Basing on the computed percentages, What do you mean?

7. Fig 1 and 2 Average perceptions, What do you mean by average percentage??? I think, there is some serious mistake, please check, You have to present your data in percentage which is most appropriate method, making average of percentage in confusing???

8. Table 3: showing associations between awareness about pesticide residues in

tomatoes with the consumer level of education and practice of buying stained

tomatoes. Data presentation is confusing, make it more clear??

9. residues/stains, I think most suitable term is residues??

10. Qualitative findings, I would recommend presenting this part in a table form, it is difficult to follow it??

11. The presentation of data needs to improve.

Discussion

1. Respondents of this study represent adult consumers experienced with tomato farming and

with adequate level of education to well express their risk perception towards pesticide

stained tomatoes., please rewrite this be specific what education levels are exactly?

2. On a general note, Do not use this type of sentences?

3. Stained is not right term to use in your whole article, avoid from it

4. In this case due to the different situations, in Uganda unfortunately tomatoes are not labeled with the residual contents and benefits of low pesticide residual levels. Is there any type of labeling law, legislation exist, or commodities are sold openly in market???? For this you have to discuss something about overall characteristics of local people to explain in what category the study area lies with respect to education???

5. Uganda lacking a food safety policy puts public health at stake for the pesticide

exposures., Please make sure if there is really lacking a food safety policy???

6. our qualitative results by vendors and tomato farmers from the FGDs,

indicate that the highly stained tomatoes are due to poor hybrid tomato seeds that need

frequent spraying, vendors' demand from tomato growers to spray tomatoes before they

sell but also a low level of literacy to understand the pesticide label information coupled

with a wrong perception of tomato farmers that Mancozeb pesticide can harden the outer

skin and increase tomato shelf life. It is from this misconception that tomato vendors only

buy stained tomatoes presuming that these tomatoes will stay long on shelf, are healthy &

free from the microbial contaminants., Can you find out how this perception has been build-up????

**********

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Reviewer #1: No

Reviewer #2: Yes: Dr. Muhammed Farhan Saeed, (Ph.D, Germany; Post-Doctorate, China)

Assistant Professor

Department of Environmental Sciences

COMSATS University Islamabad, Vehari Campus, 61100 Vehari (Pakistan)

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Attachment

Submitted filename: Review-Report_Uganda.docx

PLoS One. 2023 Dec 15;18(12):e0247740. doi: 10.1371/journal.pone.0247740.r002

Author response to Decision Letter 0


25 Mar 2022

We Thank the reviewers for the wonderful comments and insights, they really important in improving this piece of research.

Attachment

Submitted filename: Response to reviewers.docx

Decision Letter 1

Alejandro Vega-Muñoz

5 Oct 2022

PONE-D-21-04826R1Consumer risk perception towards pesticide stained tomatoes in Uganda.PLOS ONE

Dear Dr. Sekabojja,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

Please submit your revised manuscript by Nov 19 2022 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Alejandro Vega-Muñoz, Ph.D.

Academic Editor

PLOS ONE

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Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #1: All comments have been addressed

Reviewer #3: (No Response)

Reviewer #4: (No Response)

Reviewer #5: All comments have been addressed

Reviewer #6: All comments have been addressed

Reviewer #7: (No Response)

Reviewer #8: (No Response)

**********

2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #3: Partly

Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #6: Yes

Reviewer #7: Yes

Reviewer #8: Partly

**********

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #3: Yes

Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #6: Yes

Reviewer #7: Yes

Reviewer #8: No

**********

4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #3: Yes

Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #6: Yes

Reviewer #7: Yes

Reviewer #8: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #3: No

Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #6: Yes

Reviewer #7: Yes

Reviewer #8: Yes

**********

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: Congratulations on this paper, you have made a great effort to bring up this neglected topic on tomates in our country. We would do well to take note on this, thak you.

Reviewer #3: The author has English problems as many grammatical and spelling mistakes were detected. In addition, inconsistency in the font type and size and misordering of the references (please find a reviewed copy of the manuscript).

Reviewer #4: The text submitted for review meets all of the criteria set by the editors (presents the results of the original work, is well prepared from the methodical and graphic aspects, contains substantive justification for the problem posed, etc.).

However, I would suggest the authors to make two corrections:

1) in the introductory section, complete the date of the conducted study (the year 2019 appears in the main text - please provide this information also in the abstract)

2) enrich the passage about the harmfulness of pesticide residues in tomatoes with the results of the literature review

Reviewer #5: The author has presented a well written article (Consumer risk perception towards pesticide stained tomatoes in Uganda), detailed, and supported by solid analysis. However, reviewers must make some suggestions to improve this manuscript's quality, including:

1. The author needs to add novelty and importance to this study. In addition, the authors should mention the contribution of this study to theoretical and practical development.

2. The manuscript does not have a strong theoretical foundation. I recommend the author to add a theory section.

3. The author must include a research framework (in the form of figures) in the methods section.

4. The author must explain why the number of respondents in each district is different and disproportionate to the population in each region

5. The author needs to add reliability and validity tests

6. The author must adjust the structure of the results section according to the structure in the method (optimism, pessimism and trust)

7. The author states that there are 468 respondents, but the number of respondents in each discussion subsection is different. Please be consistent! The author has to calculate everything again and also make sure all percentages add up to 100%.

8. The author needs to add activities that have been conducted by the government and the community of Uganda to control the use of pesticides in the discussion section

9. The author needs to add limitations and further research in the conclusion section.

Finally, I hope these various suggestions can help you improve this manuscript quality and be published in the Plos One journal. Good luck!

Reviewer #6: (No Response)

Reviewer #7: Please see comments as well as brief letter to the editor attached in the word document, and the reviewed manuscript.

Reviewer #8: The topic is interesting an contributes to the issue of healthy food. However, the authors should address some weaknesses of the manuscript. My specific points are detailed below:

1. I think the weakest part of the article is the methodology justification. The mixed-method approach should be explained in more detail. As far I can see, this is an explanatory sequential design. That is, a quantitative stage followed by a qualitative one. The rationale for the latter stage should be justified in detail. For example, what quantitative results are considered as key aspects to be explored by qualitative assessment? Also, qualitative analysis is normally addressed by means of the grounded theory. It would be beneficial to learn if the authors adopted this formal technique or an alternative one. In relation to the quantitative stage, I suggest adding a table with the Likert-scale statements employed in the questionnaire and a brief justification for the selection of them.

2. The result section could be improved by using less subheadings and more narrative.

3. Regarding positive vs. negative attitudes towards pesticide stained tomatoes, I am confused. Why not to join them as attitudes only? This is because the authors are using a Likert-scale implying that it explicitly captures respondents who have positive attitudes (i.e. agree) and negative attitudes (disagree).

4. The discussion section is reasonable, although I suggest adding more implications for policymakers and farmers. This will help visualising more possible options to address the problem of pesticide.

5. Conclusions should contain, at the end, limitations of the research and possible extensions for future investigations.

**********

7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: Yes: Douglas Barraza

Reviewer #3: No

Reviewer #4: No

Reviewer #5: Yes: AGUS DWI NUGROHO

Reviewer #6: Yes: Muhammad Asad ur Rehman Naseer

Reviewer #7: Yes: Elijah N Muange

Reviewer #8: No

**********

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

Attachment

Submitted filename: PONE-D-21-04826_R1.docx

Attachment

Submitted filename: PONE-D-21-04826_R1.pdf

Attachment

Submitted filename: Reviewer comment.docx

Attachment

Submitted filename: PLos One - Copy.docx

Attachment

Submitted filename: PONE-D-21-04826_R1_reviewer_EM.pdf

Attachment

Submitted filename: PONE-D-21-04826R1_reviewer-EM_Report.docx

PLoS One. 2023 Dec 15;18(12):e0247740. doi: 10.1371/journal.pone.0247740.r004

Author response to Decision Letter 1


30 Mar 2023

Dear editorial manager,

I take this opportunity once again to so much thank the reviewers of this manuscript for the insights rendered and tireless corrections pointed out. These can never be taken for granted.

We have taken time responding to each of the comments raised by the different reviewers and happy to lay them to you for further guidance.

Please find below a list of comments and respective responses. Please make all your references to the “Revised manuscript with track changes” document for changes made.

Thank you!

Reviewer 1 comments and response

Title: Consumer risk perception towards pesticide-stained tomatoes in Uganda

Manuscript Number: PONE-D-21-04826R1

The manuscript entitled Consumer risk perception towards pesticide-stained tomatoes in Uganda is a good contribution to the existing body of knowledge in the related discipline. The paper used a mixed methods cross-sectional dataset of 468 household consumers in four regions of Uganda. The paper concluded that Consumer risk perception on pesticide-stained tomatoes among Ugandan consumers ranked low with majority of the consumers buying tomatoes stained with pesticide residues due to lack of an alternative. I am satisfied with the paper to be published with the following minor changes.

• I found English and sentence structuring throughout the paper a bit week that is needed to be addressed.

Response: the whole manuscript has been reviewed and English weakness addressed refer to revised manuscript with track changes .docx.

• Keywords may be changed

Response: keywords have been added and others maintained unless suggestions for change are provided by the reviewers.

• In the methodology section the functional form of the model used may be explained and give the reference of the model adapted from.

Response: research model used has been inserted with reference and model theory explained. see methodology section.

• I think discussion section need more references/literature cited.

Response: more references to the results have been inserted and discussed. See document with track changes page. References have been provided basing on what has been discussed unless the reviewer is specific on where references should be provided.

• All the results should be balanced with some references with prior studies and may be discussed in the discussion section.

Response: refer to response above.

Reviewer 2 comments and responses

The author has presented a well written article (Consumer risk perception towards pesticide stained tomatoes in Uganda), detailed, and supported by solid analysis. However, reviewers must make some suggestions to improve this manuscript's quality, including:

1. The author needs to add novelty and importance to this study. In addition, the authors should mention the contribution of this study to theoretical and practical development.

Response: a paragraph has been inserted stating on contributions made by this study to existing knowledge base of consumer risk perception and also results being used as a justification for the establishment of a nation pesticide residue monitoring program for Uganda. See last paragraph of introduction page 8.

2. The manuscript does not have a strong theoretical foundation. I recommend the author to add a theory section.

Response: theoretical section has been added to the manuscript see page9. At the beginning of the methodology section.

3. The author must include a research framework (in the form of figures) in the methods section.

Response: a research framework narrative section been added to the manuscript with a reference to figure 1 which has also been revised to include the knowledge question. See page 9 for the tracked document.

4. The author must explain why the number of respondents in each district is different and disproportionate to the population in each region.

Response: numbers being different was due to excessive sampling done in some sub counties. This has no effect on the results it instead increased accuracy since all the targets per sampling unit was met. Our sample size had a target of 423 and in the end 468 participants were interviewed, i.e more than 100% of the targeted.

5. The author needs to add reliability and validity tests.

Response: we couldn’t perform these tests as we felt that they are not a must.

6. The author must adjust the structure of the results section according to the structure in the method (optimism, pessimism and trust)

Response: results of the study have been presented in the same manner of optimism, pessimism and trust see page 13-15.

7. The author states that there are 468 respondents, but the number of respondents in each discussion subsection is different. Please be consistent! The author has to calculate everything again and also make sure all percentages add up to 100%.

Response: that only applies to question which were not supposed to be answered by the whole sample forexample for questions which followed a screening question as indicated in fig3. there has been consistency in the total number of respondents presented in each section.

8. The author needs to add activities that have been conducted by the government and the community of Uganda to control the use of pesticides in the discussion section.

Response: a paragraph has been stated on this see page..31

9. The author needs to add limitations and further research in the conclusion section.

Response: study limitation other research recommendations have been included see page 32

Finally, I hope these various suggestions can help you improve this manuscript quality and be published in the Plos One journal. Good luck!

Dear Editor,

Thank you for considering me to review the manuscript entitled “Consumer risk perception towards pesticide stained tomatoes in Uganda”, PONE-D-21-04826R1.

I have reviewed the manuscript and note that the authors have addressed most of the comments raised in earlier review.

Nevertheless, I have a number of minor comments that I believe if addressed will add value to the article and clarify issues for readers. My comments are provided below and are also highlighted in the manuscript that I will attach.

I thank you and look forward to working with you in future.

Kind regards

Elijah N Muange (PhD)

Reviewer

3rd October, 2022

Title: Could be edited to include attitude, thus “Consumer attitude and risk perception ...”

Abstract

1. It is indicated that “…European Union Maximum Residue Limits (used as a standard in Uganda)”. Response: These MRL used only during the vetting process for exports of foods from Uganda.

2. If this standard has been domesticated in Uganda, then authors could just say the pesticide residues are above the permitted MRLs in the country.

Response: comment has been adopted and rectified refer to abstract.

3. Total participants in FGD should also have been mentioned.

Response: total FGD participants have been mentioned in the abstract.

4. It is good to mention the regions where the study was conducted

Response: regions have been inserted in the manuscript text and felt not necessary to still mention them in the summary abstract.

5. The project should be introduced very briefly so that readers may relate the study to the project. For example, what was the goal or objectives/activities?

Response: the project brief has been included in the manuscript but not in the abstract.

Introduction

Page5

Should be specified that it is “pesticide” regulations

Response: specification of the regulation for pesticide application has been inserted see page 8

Page6

• Although the general problem has been articulated on a global scale, the case for Uganda is not very explicit. What are the literature gaps this study seeks to fill? What have previous studies done and what remains to be done?

Response: literature gaps have been inserted with references. See introduction section

Methods

Page6

• Did the study target only households that participated in the project? How were sampling frames constructed?

Response: sampling procedure has been inserted refer to methodology, study design on page14

• As mentioned above (abstract), this project needs to be elaborated so that readers can relate it to the study (aims, activities, targeting, etc)

Response: this is not a must since the project did this study as a stand-alone for advocacy purposes on consumer protection.

Study design

P7

• Which sub counties were involved?

Response: Sub counties have been inserted; under study population subsection

• Were these numbers proportional to district population or aim was to have equal numbers per district?

Response: equal numbers per district was the aim, proportionate sampling was not employed.

• In the results section, the respondents are 17. No explanation is given on responses of the other 19 or why they are missing from the analysis.

• Response: in qualitative interviews, response saturation is followed, the 2 respondents didn’t have a different view of the question.

Results

P11

• It may also have been good to describe the sample involved in FGD. Who were they - age, education level, gender, etc.

Response: sorry! these was not captured.

• Level of income could be a good determinant of preference and purchase decisions. It would have been interesting to capture it. alternately, there was a variable on occupation.

Response: this was capture but later found to be biased due to sensitivity of the question and implications since most respondents’ fear taxing income, they would give wrong income values. Yes occupation was captured and been used in the analysis and discussion.

Rable1:

• Male and female: these total to 467 and not 468, one is missing

Response: missing male has been added.

P12

• Do authors use stain to mean residues contained in the tomato, or physical staining outside the tomato fruit? This should be clarified from the start and throughout the document. Earlier reviewer raised similar concerns. Residuals is also used elsewhere. It would be good to distinguish these terms and use them appropriately.

Response: Residues and stains are used interchangeably, stains are a type of physical residue. This has been defined in the document in the introduction section.

Qualitative findings

P18

• These should be 36 going by the information in the methods section

Response: yes although not all the respondents had to answer the question answering depended much on level of saturation, until no more new responses were captured.

P20

• The highlighted area, is it residue or stain?

Response: please refer to comment above on pesticide residue and stain.

Discussion

• The second paragraph is merely descriptive of the sample characteristics and may not be necessary in the discussion section. The section should go straight to the main results

Response: the paragraph gives the reader a description of the sample under study

P23

• A study is mentioned, but the place it was carried out is not mentioned.

Response: study areas has been mentioned under study area and population under methodology section.

General: It could have been interesting to find out whether participating in the project had any effect on attitudes or risk perception.

Response: yes, though it was not the aim by then and therefore not captured, thank you!

Attachment

Submitted filename: Response to Reviewers.docx

Decision Letter 2

Alejandro Vega-Muñoz

20 Apr 2023

PONE-D-21-04826R2Consumer risk perception towards pesticide-stained tomatoes in Uganda.PLOS ONE

Dear Dr. Sekabojja,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process. Please submit your revised manuscript by Jun 04 2023 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Alejandro Vega-Muñoz, Ph.D.

Academic Editor

PLOS ONE

[Note: HTML markup is below. Please do not edit.]

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #4: All comments have been addressed

Reviewer #5: All comments have been addressed

Reviewer #7: All comments have been addressed

**********

2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #4: Yes

Reviewer #5: Partly

Reviewer #7: Yes

**********

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #4: Yes

Reviewer #5: I Don't Know

Reviewer #7: Yes

**********

4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #7: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #4: Yes

Reviewer #5: No

Reviewer #7: Yes

**********

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #4: The changes introduced by the Author/Authors significantly enriched the article. Of course, you can discover more weaknesses, but you just have to learn how to write scientific texts, preferably on your own mistakes. Therefore, I believe that the next editions of this Author/Authors will be much more technically, substantively and editorially correct.

Reviewer #5: Dear authors,

Thank you for your efforts to improve and improve the quality of this manuscript. However, I am disappointed with your response that does not meet my suggestions.

1. I asked you to write a novelty for this manuscript, but I could not find it in your edited manuscript

2. You say added a theoretical section on page 9 (at the beginning of the methodology section). I have read this manuscript carefully and searched for the location of the theory according to your explanation, but I did not find it in either the track changes or no track changes of this manuscript. This is what makes this manuscript undirected because the selection of variables is not based on theory and the authors are unable to explain the contribution of this manuscript to the development of theory.

3. I understand your sample very much. But you should be able to make arguments why the number of samples in each subregion is different. Is the population beneficiary of the program in each sub-region different so that the number of samples in 1 sub-region is higher than in other sub-regions?

4. You stated the reliability and validity tests were not mandatory. How do you ensure that your questionnaire is valid and reliable?

5. I cannot find any limitations to this study and recommendations for further studies

Reviewer #7: Dear Editor,

The authors have addressed the comments raised satisfactorily and the document is much improved.

Just a small thing - the statistical software used is Stata, authors could delete Corp since StataCorp is the company.

**********

7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #4: No

Reviewer #5: No

Reviewer #7: Yes: Dr. Elijah Muange

**********

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

PLoS One. 2023 Dec 15;18(12):e0247740. doi: 10.1371/journal.pone.0247740.r006

Author response to Decision Letter 2


15 Jul 2023

Dear editorial manager,

Thank you for taking up this role again in reviewing our article, it's unfortunate that some of the comments were not addressed. Please look at the corrections made this time round. I hope the correction will meet your expectations and that of the research fraternity.

We have taken time to respond to each of the comments raised by the different reviewers and are happy to lay them to you for further guidance.

Please find below a list of comments and respective responses for reviewers #5 and #7. Please make all your references to the “Revised manuscript with track changes” document for changes made.

Thank you!

Title: Consumer risk perception towards pesticide-stained Tomatoes in Uganda

Manuscript Number: PONE-D-21-04826R1

RE: PLOS ONE Decision: Revision required [PONE-D-21-04826R2

Reviewer comments and response

Reviewer #5: Dear authors,

Thank you for your efforts to improve and improve the quality of this manuscript. However, I am disappointed with your response that does not meet my suggestions.

1. I asked you to write a novelty for this manuscript, but I could not find it in your edited manuscript

Response: a paragraph has been edited, stating contributions made by this study to the existing knowledge base of consumer risk perception and also results being used as a justification for the establishment of a national pesticide residue monitoring program for Uganda. See the last paragraph of the introduction page 7.

2. You say added a theoretical section on page 9 (at the beginning of the methodology section). I have read this manuscript carefully and searched for the location of the theory according to your explanation, but I did not find it in either the track changes or no track changes of this manuscript. This is what makes this manuscript undirected because the selection of variables is not based on theory and the authors are unable to explain the contribution of this manuscript to the development of theory.

Response: A theoretical section has been inserted (just after introduction), please refer to page 7 of the tracked version.

3. I understand your sample very much. But you should be able to make arguments why the number of samples in each subregion is different. Is the population beneficiary of the program in each sub-region different so that the number of samples in 1 sub-region is higher than in other sub-regions?

Response: The sample deviated to the fact that some sub-counties had more participants than others, this was due to the difference in the social economic status and population of urban, rural and peri-urban areas selected from each district.

4. You stated the reliability and validity tests were not mandatory. How do you ensure that your questionnaire is valid and reliable?

Response: sorry about the oversight, the questionnaire had been adopted from another study, and we did not see it necessary to do the validity tests, maybe next time.

5. I cannot find any limitations to this study and recommendations for further studies

Response: A section on study limitations has been inserted on page 29 see tracked version of the document just before the conclusion section.

Reviewer #7:

Dear Editor,

The authors have addressed the comments raised satisfactorily and the document is much improved.

Just a small thing - the statistical software used in Stata, authors could delete Corp since StataCorp is the company.

Response: This has been done as shown in the tracked version of the manuscript pages 3 and 11.

Thank you again!

Attachment

Submitted filename: Response to Reviewers.docx..docx

Decision Letter 3

Alejandro Vega-Muñoz

3 Aug 2023

Consumer risk perception towards pesticide-stained tomatoes in Uganda.

PONE-D-21-04826R3

Dear Dr. Sekabojja,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org.

If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org.

Kind regards,

Alejandro Vega-Muñoz, Ph.D.

Academic Editor

PLOS ONE

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #4: All comments have been addressed

Reviewer #5: All comments have been addressed

Reviewer #7: All comments have been addressed

**********

2. Is the manuscript technically sound, and do the data support the conclusions?

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Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #7: Yes

**********

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #7: Yes

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4. Have the authors made all data underlying the findings in their manuscript fully available?

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Reviewer #4: Yes

Reviewer #5: Yes

Reviewer #7: Yes

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Reviewer #4: Yes

Reviewer #5: No

Reviewer #7: Yes

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6. Review Comments to the Author

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Reviewer #4: I make no further comments - further amendments will not change the content, structure and wording of the text. At the same time, the total remodeling of this text is not the intention of the reviewer

Reviewer #5: Dear authors

I am very satisfied with your revision and have approved this manuscript for publication.

Best regards

Reviewer #7: Thank you for addressing the comments provided. Just one thing, this statement in the last paragraph of your discussion is hanging:

"Although quality assurance measures were put in place and followed by research assistants to ensure that all

reported and recorded data from respondents was the truth and nothing but the truth. Like all studies...."

Consider revising it.

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Reviewer #4: No

Reviewer #5: Yes: Agus Dwi Nugroho

Reviewer #7: Yes: Elijah N. Muange

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Acceptance letter

Alejandro Vega-Muñoz

17 Aug 2023

PONE-D-21-04826R3

Consumer risk perception towards pesticide-stained tomatoes in Uganda.

Dear Dr. Sekabojja:

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Kind regards,

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on behalf of

Dr. Alejandro Vega-Muñoz

Academic Editor

PLOS ONE

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 File. Other demographic characteristics of consumers.

    (PDF)

    S2 File. Consumer attitudes towards pesticide-stained tomatoes.

    (PDF)

    S3 File. Fisher-exact tests for the factors associated with consumer risk perception towards pesticide-stained tomatoes.

    (PDF)

    S4 File. Simple logistic regression of consumer risk perception vs. awareness about pesticide residues.

    (PDF)

    S5 File. Questionnaire: Consumers’ risk perception towards pesticide-stained tomatoes in Uganda.

    (PDF)

    S6 File. Focus group discussion guide for consumer risk perception towards pesticide-stained tomatoes in Uganda.

    (PDF)

    S7 File. A model for estimating the relationship between consumer perceptions, attitudes, and behavioral intentions was adopted from Huang Chung.

    (PDF)

    S1 Database

    (DTA)

    Attachment

    Submitted filename: Review-Report_Uganda.docx

    Attachment

    Submitted filename: Response to reviewers.docx

    Attachment

    Submitted filename: PONE-D-21-04826_R1.docx

    Attachment

    Submitted filename: PONE-D-21-04826_R1.pdf

    Attachment

    Submitted filename: Reviewer comment.docx

    Attachment

    Submitted filename: PLos One - Copy.docx

    Attachment

    Submitted filename: PONE-D-21-04826_R1_reviewer_EM.pdf

    Attachment

    Submitted filename: PONE-D-21-04826R1_reviewer-EM_Report.docx

    Attachment

    Submitted filename: Response to Reviewers.docx

    Attachment

    Submitted filename: Response to Reviewers.docx..docx

    Data Availability Statement

    Database is available at https://zenodo.org/record/8238512


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