Research Article |
Corresponding author: Albasini Caniço ( albasini.canico@gmail.com ) Academic editor: Uwe Starfinger
© 2021 Albasini Caniço, António Mexia, Luisa Santos.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Caniço A, Mexia A, Santos L (2021) Farmers’ knowledge, perception and management practices of fall armyworm (Spodoptera frugiperda Smith) in Manica province, Mozambique. NeoBiota 68: 127-143. https://doi.org/10.3897/neobiota.68.62844
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This study aimed to gather information about farmers’ knowledge, perception and management practices of the newly introduced insect pest, the fall armyworm Spodoptera frugiperda Smith (Lepidoptera: Noctuidae) in Manica province, Mozambique. A total of 200 smallholder farmers with experience in maize cultivation were surveyed using a semi-structured questionnaire. The survey was conducted between May and August 2019 in four districts: Macate, Manica, Sussundenga and Vanduzi. Most farmers were unable to morphologically identify fall armyworm (FAW) (from 93.9% in Vanduzi to 98.0% in Manica). Most farmers have experienced FAW damage in their farms (from 92% in Macate to 98.0% in Manica). Maize is mostly planted in October and November (from 44.0% in Sussundenga to 60.0% of farmers in Manica), but the highest infestation period is believed to be between November and February. With the exception of Vanduzi where 65.3% of farmers apply insecticides, most farmers in other districts do not use any method to control FAW (from 60.8% in Macate to 88.0% in Manica and Sussundenga respectively). Among those applying insecticides, from 65.0% in Manica to 75.0% in Vanduzi have confidence in the efficiency of the insecticides being used against FAW. Most farmers reported an increase in the spread of FAW. The lack of financial resources is reported as the main constraint in the fight against FAW. This study is the first of its nature in the province of Manica and provides valuable information that may support extension services and researchers when designing FAW management options for local smallholder farmers.
Attack symptoms, constraints, morphological identification, pest management, smallholder farmers
The fall armyworm Spodoptera frugiperda Smith (Lepidoptera: Noctuidae) is a polyphagous insect pest originating from the Americas, where it has more than 350 different host plants including both crop and non-crop species (
The larval stage of FAW consists of six instars. Young larvae usually feed on leaves creating windows and moistened sawdust-like frass near the funnel and upper leaves. During daylight, young larvae hide in the funnel, becoming active during the night. Older larvae stay in the funnel where they are protected from insecticide application and natural enemies, making it difficult to control them (
In Mozambique, FAW was confirmed in early 2017 (
Farmers have various forms of indigenous knowledge to tackle pest problems, but such knowledge is often neglected (
For effective deployment of control methods for a given pest, farmers should be able to morphologically identify the target pest and distinguish it from non-target organisms. In cases of economically important and invasive insect pests such as FAW, it is crucial to know how familiar farmers are with the pest, what options they have to control it and what their main constraints are. Understanding these factors is critically important for setting a research agenda, designing extension strategies, and formulating research that meets farmers’ demands (
This study was carried out in the districts of Macate (19°24'50.9"S, 33°30'54.6"E), Manica (18°56'13.2"S, 32°52'33.6"E), Sussundenga (19°24'39.0"S, 33°16'33.0"E) and Vanduzi (18°57'09.4"S, 33°15'51.6"E) in the central province of Manica, Mozambique. According to
The survey was conducted from May to August 2019. Although the main cropping season is between November and March due to the rainy weather, the survey period was intentionally chosen because during the rainy season, some locations would have been inaccessible due to flooding. Furthermore, FAW was officially detected in Mozambique two years prior to the survey and there was some information about the pest among farmers. Districts were selected based on their potential for maize production combined with the reported occurrence of FAW. Undergraduate finalist students of Agricultural Engineering from Instituto Superior Politécnico de Manica were recruited and trained as enumerators. Enumerators were selected based on their knowledge of the area and the ability to communicate in local languages. A semi-structured questionnaire, written in Portuguese, was used to interview farmers. The questionnaire was pre-tested for its validity and suitability for the survey. Farmers were selected by convenience based on their willingness to be interviewed and on their experience in maize cultivation.
At the beginning of the interviews, farmers were informed of the aim of the study. A leaflet including pictures of FAW and its damage on maize was used to facilitate recognition of the pest by farmers. A total of 200 farmers were interviewed as follows: 50 in Macate, 51 in Manica, 50 in Sussundenga and 49 in Vanduzi. Although the questionnaire was written in Portuguese, interviews were conducted either in Portuguese or in one of the following local languages which are common in the area of study: Chiuté, Chi-Shona and Chi-Ndau. Whenever the interview was conducted in a local language, questions were translated into that language but responses were recorded in Portuguese. In order not to limit the responses from farmers, some of the questions were left “open”. Interviews were conducted face-to-face either on the farm or around farmers’ homes.
Each interview lasted on average 16 minutes. Information related to farmers’ socioeconomic characteristics (age, gender, education level, number of individuals per household, head of the household, monthly income, number of farms and land possession per household), knowledge and perceptions about FAW (morphological identification, recognition of attack symptoms, incidence and spread of the pest), management practices (methods of control, handling of insecticides) and constraints for its control were collected. Whenever farmers were unable to tell their age, they were asked to show their IDs. In cases where no ID was provided, farmers’ ages were estimated based on the information provided by other family members.
Data were summarized per district. Descriptive statistics such as means and percentages were calculated through the Statistical Package for Social Sciences (SPSS) version 26. For each question, similar answers were grouped and the percentage of farmers who gave similar responses was determined for each district. Whenever two or more responses were given to the same question, they were again grouped by similarity and the percentage of farmers who gave a similar response was determined for each district. In some cases, the percentage of farmers was determined based on the total number of farmers who gave a particular response.
With the exception of the district of Sussundenga, where 64.0% of the interviewed farmers are women, most farmers in the rest of the districts are men (57.0% to 68.0%). The average age for women varied from 37.6 years in Sussundenga to 45.0 years in Macate, while for men, the average age varied from 34.6 years in Sussundenga to 43.4 years in Vanduzi. The average size of households varied from 6.8 individuals in Macate to 7.7 individuals in Manica. Although there is a considerable proportion of illiterate farmers (16.3% to 28.0%), most of them received primary education (54.0% to 69.4%), and have farming as their primary source of income (70.0% to 83.7%). The average monthly income of households ranges from US$ 36.5 in Sussundenga to US$ 82.6 in Macate. Each household has between 2.2 to 3.5 farms with total land possession varying from 3 ha in Macate to 5.2 ha in Sussundenga (Table
Characteristics of respondents | Number of responses per district (%) | |||
---|---|---|---|---|
Macate (n = 50) | Manica (n = 51) | Sussundenga (n = 50) | Vanduzi (n = 49) | |
Gender | ||||
Women | 40.0 | 32.0 | 64.0 | 42.9 |
Men | 60.0 | 68.0 | 36.0 | 57.1 |
Age/gender (years) | ||||
Women | 45.0 | 43.2 | 37.6 | 44.6 |
Men | 39.6 | 42.3 | 34.6 | 43.4 |
Head of household | ||||
Women | 6.0 | 12.0 | 22.0 | 14.3 |
Men | 94.0. | 88.0 | 78.0 | 85.7 |
Number of individuals/household | 6.8 | 7.7 | 7.0 | 6.9 |
Education level | ||||
No education | 24.0 | 22.0 | 28.0 | 16.3 |
Primary education | 60.0 | 54.0 | 54.0 | 69.4 |
Secondary education | 14.0 | 20.0 | 12.0 | 10.2 |
High school | 2.0 | 4.0 | 4.0 | 4.1 |
Tertiary education | 0.0 | 2.0 | 2.0 | 0.0 |
Another occupation | ||||
Yes | 20.0 | 23.5 | 30.0 | 16.3 |
No | 80.0 | 76.5 | 70.0 | 83.7 |
Monthly income/household (US$)* | 82.6 | 69.2 | 36.5 | 58.6 |
Number of farms owned/household | 2.2 | 2.6 | 3.5 | 2.4 |
Land possession/household (ha) | 3.0 | 3.6 | 5.2 | 3.0 |
Most farmers have more than 10 years of experience in maize cultivation (from 68.0% in Macate to 90.2% in Manica). While in Manica and Vanduzi most farmers acquire their seeds from authorized dealers (56.9% and 63.3% respectively), in Macate and Sussundenga the primary source of maize seeds is farmers’ grain from the previous cropping season (68.0% and 88.0% respectively). While in Manica and Vanduzi most farmers use hybrid varieties (70.6% and 69.4% respectively), in Macate and Sussundenga, most farmers rely on local maize varieties (74.0% and 78.0% respectively). In Macate and Sussundenga, 72.0% and 74.0% respectively of farmers plant their maize intercropped with other crops. But in Manica and Vanduzi most farmers plant maize as monocrop (51.0% and 57.1% respectively). The majority of farmers in all districts reported that they produce maize for both home consumption and sale (from 63.3% in Vanduzi to 80.0% in Sussundenga) (Table
Farmers’ experience in maize cultivation, seed provenience and cultural practices per district.
Characteristics of respondents | Number of responses per district (%) | |||
---|---|---|---|---|
Macate (n = 50) | Manica (n = 51) | Sussundenga (n = 50) | Vanduzi (n = 49) | |
Experience in maize cultivation | ||||
Less than 1 year | 2.0 | 0.0 | 0.0 | 0.0 |
Between 1 and 5 years | 6.0 | 3.9 | 6.0 | 14.3 |
Between 5 and 10 years | 24.0 | 5.9 | 6.0 | 8.2 |
More than 10 years | 68.0 | 90.2 | 88.0 | 77.6 |
Seed provenience | ||||
Authorized dealer | 24.0 | 56.9 | 30.0 | 63.3 |
Own seed (previous season) | 68.0 | 51.0 | 88.0 | 36.7 |
Neighboring farmer | 12.0 | 9.8 | 0.0 | 2.0 |
Extension services/NGO’s | 6.0 | 5.9 | 4.0 | 4.1 |
Type of maize variety | ||||
Hybrid | 26.0 | 70.6 | 22.0 | 69.4 |
Local | 74.0 | 29.4 | 78.0 | 30.6 |
Cropping pattern | ||||
Monocrop | 30.0 | 51.0 | 26.0 | 57.1 |
Intercrop | 72.0 | 49.0 | 74.0 | 42.9 |
Purpose of production | ||||
Home consumption | 24.0 | 19.6 | 18.0 | 26.5 |
Sale | 0.0 | 7.8 | 2.0 | 10.2 |
Both | 76.0 | 72.6 | 80.0 | 63.3 |
When farmers were asked about how they first obtained information about FAW, from 69.4% in Vanduzi to 88.0% in Macate, reported that it was through direct observation in their farms. From 94.0% in Macate to 100% of farmers in Vanduzi, reported having seen FAW larvae. Although farmers have seen FAW, most of them are unable to distinguish FAW larvae from other lepidopteran larvae. From 92.0% in Macate to 98.0% of farmers in Manica, have observed FAW damage in their farms. From 71.4% in Vanduzi to 94.0% of farmers in Macate and Sussundenga did not receive any training for the identification and control of FAW (Table
Identification and recognition of FAW attack symptoms by farmers per district.
Characteristics of respondents | Number of responses per district (%) | |||
---|---|---|---|---|
Macate (n = 50) | Manica (n = 51) | Sussundenga (n = 50) | Vanduzi (n = 49) | |
First source of information about FAW | ||||
Radio | 2.0 | 9.8 | 4.0 | 4.1 |
Extension Services | 0.0 | 3.9 | 0.0 | 10.2 |
Neighboring farmer | 4.0 | 7.8 | 18.0 | 6.1 |
Own observation | 88.0 | 76.5 | 76.0 | 69.4 |
Other | 0.0 | 0.0 | 0.0 | 10.2 |
Has never heard about | 6.0 | 2.0 | 2.0 | 0.0 |
Observation of FAW larvae | ||||
Yes | 94.0 | 98.0 | 98.0 | 100 |
No | 6.0 | 2.0 | 2.0 | 0.0 |
Ability to identify FAW larvae morphologically | ||||
Can identify | 4.0 | 2.0 | 2.0 | 6.1 |
Unable to identify | 96.0 | 98.0 | 98.0 | 93.9 |
Occurrence of FAW damages on own farm | ||||
Yes | 92.0 | 98.0 | 96.0 | 98.0 |
No | 8.0 | 2.0 | 4.0 | 2.0 |
Training in identification and control of FAW | ||||
Trained | 6.0 | 11.8 | 6.0 | 28.6 |
Non-trained | 94.0 | 88.2 | 94.0 | 71.4 |
As reported by farmers, maize is mainly planted in October and November, which coincides with the beginning of the rainy season. Nevertheless, the incidence of FAW is reported to be high between November and February as in this period, maize plants are still young (Figures
Among those using chemical insecticides to fight FAW, their primary source of insecticides is authorized dealers’ shops (from 50.0% in Sussundenga to 90.0% in Manica). But in some cases, insecticides are either acquired through street vendors or donated by extension services. The majority of farmers spray by themselves (66.7% in Sussundenga to 83.3% in Macate). While in Macate and Manica most farmers are partially equipped with protective gear (66.7% and 50.0% respectively), in Sussundenga and Vanduzi at least half of the farmers reported the use of complete sets of protective equipment (suit, rubber boots, gloves, glasses and masks) (50.0% to 59.4% respectively). Between 66.7% and 100% of the farmers reported that they use the recommended dose of insecticides. In Macate 50.0% of farmers using chemical insecticides have the habit of mixing two or more insecticides, but in the remaining districts this practice is not common (16.7% in Sussundenga, 18.8% in Vanduzi and 30.0% in Manica). All farmers reported using backpack sprayers when applying insecticides. The common spraying intervals used by farmers are seven or fourteen days. Between 67.0% and 75.0% of farmers applying insecticides reported that the insecticides used are efficient in the control of FAW. Despite the reported use of insecticides, from 73.5% of farmers in Vanduzi to 94.0% of farmers in Macate and Sussundenga do not have training in pesticides use and management. Although the number of sprays can go up to 20× per crop cycle, farmers in Sussundenga generally spray once per crop cycle. In Vanduzi the average number of sprays per cycle is 3×. But in Macate and Manica, most farmers spray 4× during the crop cycle. Most farmers reported monitoring as the basis for deciding to apply insecticides (Table
Characteristics of respondents | Use of insecticides per district (%) | |||
---|---|---|---|---|
Macate (n = 6) | Manica (n = 20) | Sussundenga (n = 6) | Vanduzi (n = 32) | |
Source of insecticides | ||||
Authorized dealer | 83.3 | 90.0 | 50.0 | 71.9 |
Street vendor in sealed packaging | 0.0 | 0.0 | 16.7 | 3.1 |
Street vendor in unsealed packaging | 0.0 | 0.0 | 0.0 | 3.1 |
Extension services/NGO’s | 16.7 | 10.0 | 33.3 | 21.9 |
Responsible for spraying | ||||
Farmer himself | 83.3 | 75.0 | 66.7 | 68.8 |
Another family member | 0.0 | 20.0 | 0.0 | 15.6 |
Someone hired | 16.7 | 5.0 | 33.3 | 15.6 |
Use of protective equipment | ||||
Fully equipped | 33.3 | 25.0 | 50.0 | 59.4 |
Partially equipped | 66.7 | 50.0 | 16.7 | 31.3 |
Without any equipment | 0.0 | 25.0 | 33.3 | 9.4 |
Dose of application of insecticides | ||||
Recommended | 66.7 | 85.0 | 100 | 87.5 |
Increased | 0.0 | 5.0 | 0.0 | 6.3 |
Reduced | 0.0 | 0.0 | 0.0 | 0.0 |
Unknown | 33.3 | 10.0 | 0.0 | 6.3 |
Mixture of insecticides | ||||
Mix | 50.0 | 30.0 | 16.7 | 18.8 |
No mix | 50.0 | 70.0 | 83.3 | 81.3 |
Application equipment | ||||
Backpack sprayer | 100 | 100 | 100 | 100 |
Spraying interval | ||||
7 days | 16.7 | 50.0 | 50.0 | 25.0 |
14 days | 50.0 | 40.0 | 50.0 | 46.9 |
21 days | 0.0 | 5.0 | 0.0 | 9.4 |
30 days | 16.7 | 5.0 | 0.0 | 6.3 |
Density dependent | 16.7 | 0.0 | 0.0 | 12.5 |
Efficiency of insecticides | ||||
Efficient | 66.7 | 65.0 | 66.7 | 75.0 |
More or less | 33.3 | 30.0 | 16.7 | 25.0 |
Not efficient | 0.0 | 5.0 | 16.7 | 0.0 |
Training in the handling of insecticides | ||||
Trained | 6.0 | 17.7 | 6.0 | 26.5 |
Non-trained | 94.0 | 82.4 | 94.0 | 73.5 |
Application of insecticides based on | ||||
Monitoring | 83.3 | 95.0 | 83.3 | 90.6 |
Calendar | 0.0 | 0.0 | 0.0 | 6.3 |
Recommendation | 0.0 | 5.0 | 16.7 | 3.1 |
Observation of neighboring farmers | 16.7 | 0.0 | 0.0 | 0.0 |
Most farmers believe that the incidence of FAW is average or high. There is a common perception among farmers that FAW is spreading in the region and the lack of financial resources for the acquisition of insecticides and spraying equipment is reported as the main constraint in the control of FAW (Table
Reported incidence, spread and constraints in the control of FAW per district.
Characteristics of respondents | Number of responses per district (%) | |||
---|---|---|---|---|
Macate (n = 50) | Manica (n = 51) | Sussundenga (n = 50) | Vanduzi (n = 49) | |
Perceived incidence of FAW | ||||
Low | 12.0 | 23.5 | 8.0 | 28.6 |
Average | 38.0 | 29.4 | 34.0 | 36.7 |
High | 36.0 | 45.0 | 54.0 | 32.7 |
Unknown | 14.0 | 2.0 | 4.0 | 2.0 |
Perceived spread of FAW | ||||
Increasing | 38.0 | 58.8 | 80.0 | 59.2 |
Decreasing | 38.0 | 31.4 | 10.0 | 34.7 |
No changes | 16.0 | 7.8 | 6.0 | 4.1 |
Unknown | 8.0 | 2.0 | 4.0 | 2.0 |
Constraints in the control of FAW | ||||
None | 18.0 | 15.7 | 8.0 | 28.6 |
Lack of financial resources | 52.0 | 56.9 | 74.0 | 59.2 |
Inefficiency of insecticides | 18.0 | 3.9 | 6.0 | 12.2 |
Unavailability of insecticides | 8.0 | 7.8 | 6.0 | 2.0 |
Lack of technical assistance | 4.0 | 11.8 | 2.0 | 0.0 |
Other | 0.0 | 3.9 | 4.0 | 0.0 |
Traditionally, the head of the household in the area of study is a man. But specific circumstances may compel women to take on this role, such as when they are divorced, widowed or single. The educational background of farmers seems to play a major role in their ability to get alternative/additional jobs. Given that most farmers rely solely on agriculture, it is both a means of subsistence and a source of income. Although in this study no relationship was established between the level of education and knowledge of FAW,
Invasive alien species represent a serious challenge in the context of pest management because farmers and local agricultural extension workers rarely know about the presence of a newly arrived and spreading species until disastrous damage occurs (
The infestation of FAW in maize fields is reported to be high between November and February. This can be explained by the fact that in this interval, maize planted from October to December is still in the vegetative stage which is the most preferred by FAW. But a field survey conducted from May to August 2019 and between December 2019 and January 2020 in the same area, found that FAW infestation was higher during the dry season (
Despite an official recommendation from the government to use a select range of insecticides composed of 23 different active ingredients belonging to the major groups of pyrethroids, organophosphates carbamates and organoclorades, and highly selective pesticides such as Spinosad, Beauveria bassiana and Bacillus thuringiensis to fight FAW (
In this study, in contrast to other countries, chemical control was the only method used by a limited number of smallholder farmers. Because of the importance of the pest and, with the objective of widening available options, African researchers are testing alternative methods of monitoring and control of FAW, such as the push-pull technology tested in Kenya, Tanzania and Uganda with promising results (
In this study, there was a common belief among farmers from all districts that FAW is rapidly spreading. This behavior of the pest has been predicted in Zimbabwe by
Although farmers are aware of the presence of FAW in maize fields, the majority of them are unable to morphologically distinguish FAW from other caterpillars, which probably affects their ability to control the pest. Despite there being a government list of recommended pesticides to be used in the fight against FAW, a small proportion of farmers apply insecticides while the majority of farmers take no measure against the pest. Nevertheless, most farmers believe that the incidence of FAW in their fields is high and that the pest is spreading to other territories. Given the importance of FAW to food security, educational campaigns addressing the issues of identification and control of the pest should be implemented targeting smallholder farmers. Alternative methods of control of FAW should be investigated as the simple recommendation of insecticides or other methods that are perceived as expensive or hard to implement may not work.
The authors wish to acknowledge the assistance of Maria Madinga, Nelson Alferes, Tendai Pita, Milagre Patrocínio, Nicolau José and Isolta Cadeado from Instituto Superior Politécnico de Manica in conducting the survey. We also thank Márcio Adamo from Instituto Superior Politécnico de Manica for the production of the map of the sampling locations and the farmers and agricultural services of each district for their collaboration.
This study was financially supported by FCT-Fundação para a Ciência e a Tecnologia, I.P., through the project UID/AGR/04129/2020 (LEAF) and a PhD scholarship (SFRH/BD/135260/2017) under the PGCD program – Programa de Pós-Graduação Ciência para o Desenvolvimento in Portugal.
Questionnaire used to interview farmers
Data type: Pdf. file
Explanation note: Questionnaire used to interview farmers.