Abstract
The conversion of forests to conventional agroecosystems is one of the causes of biodiversity loss. In contrast, organic farming practices that promote caring for the environment are seen as an alternative that promotes increased biodiversity. Although insects have one of the largest impacts on crops, to date there have been no published studies that specifically synthetize information on the impacts of organic farming practices on insects. The results of 35 studies that compare the diversity of insects on organic and conventional crops were analyzed by combining a classic review with meta-analysis tools. The purpose was to determine whether organic crops promote better conservation of insects. Species richness and abundance were significantly higher in organic crops, though the reviewed studies indicated a high heterogeneity for species richness and abundance. Likewise, organic farming was associated with higher trophic guild diversity. Insects were 34% more abundant on organic crops. Comparing studies at different landscape scales (plot, farm, landscape matrix), organic crops have a positive effect, with the greatest effect at the plot level. This review also indicates the great need for studies of this nature in the Neotropics and the importance of developing research on the complexity of ecological networks to understand the dynamics of interactions in these agroecosystems in addition to their taxonomic and functional richness.
Introduction
The establishment of modern agriculture produces simplification of the structure of the environment, in which the natural diversity is replaced with a small number of crop species. These semi-artificial ecosystems require constant human intervention to regulate their functioning (Altieri 1995;1999). For this reason, modern conventional agro-systems exhibit difficulties such as cyclical outbreaks of pests, water contamination, salinization and soil erosion. Increases in pest problems have also been associated with the expansion of monocultures, which reduce vegetation complexity, an essential component of the landscape that provides key ecological services, including the protection of crops (Altieri and Letourneau 1982).
The so-called "conventional" agricultural model was largely adopted after the green revolution (García 1991). Its intensification and expansion represents a threat to global biodiversity because it causes the homogenization of agricultural landscapes, habitat loss and reduction, and increased use of pesticides and synthetized chemical fertilizers (Bengtsson
Some farmers and professionals related to the fields of biology, ecology and agriculture have called attention to the deleterious environmental, economic and social effects of the practices employed in conventional agriculture (Céspedes 2005). Thus, there is an increasing search for alternative crop systems based on ecological principles that would allow agriculture to benefit from biodiversity, the use of more friendly and environmentally safe technologies, the production of products with reduced pollutants, and in consequence a more sustainable agriculture. Within this tendency, organic agriculture, which began around the 1970s, became an alternative based in safer and sustainable principles for the environment and for human societies (IFOAM a-b 2009; Rigby and Cáceres 2001). This form of agriculture reduces the use of external inputs such as fertilizers, synthetic pest control chemicals and genetically modified organisms. In addition, it promotes the maintenance of natural enemies of pest insects (Paoletti
Organic crop production has increased in recent years (García 2002). According to the Research Institute of Organic Agriculture (FiLB) and The International Federation of Organic Agriculture Movements (IFOAM), in 2011, there were 37.2 million ha of organic crops grown worldwide. The regions with the largest areas are Oceania (12.2 million ha, corresponding to 33% of the total organic crop area in the world) and Europe (10.6 million ha, equivalent to 29%). Latin America comprises 6.9 million ha (18.4%), followed by Asia (3.7 million ha, 10%), North America (2.8 million ha, 7.5%) and Africa (1.1 million ha, 3%) (FiLB-IFOAM 2011).
Organic productive agrosystems are founded on two bases: the first is the minimization of the impacts of the crop on the natural equilibrium of the ecosystem, generating food of high quality without residues that could be harmful to the health of humans and other animals. The second is the implementation of water recycling and management practices (Mondelaers
Because insects are the most diverse and conspicuous taxonomic group in transformed rural ecosystems, they have been subject to studies that measure the effects of such transformations on their diversity (Morris 1979; Rushton
Despite the published case studies on the effects of organic and conventional crop production on the diversity of insects, we are not aware of any reviews that would allow generalizations on the impact of organic agriculture on the taxonomic and functional diversity of insects and the question of whether organic agriculture promotes higher diversity than conventional agriculture. For example, the meta-analyses by Hole
Key concepts
Materials and methods
Source of data.
Data were compiled from studies published as journal articles that compare the taxonomic, trophic and functional diversity of insects between organic and conventional agriculture. A literature search was performed using ISI Web of Science with the key words "organic farming", "conventional farming", "multitrophic interactions", "insects", "insect biodiversity", "organic agriculture" and "pest and natural enemies". In addition, the references of the papers found in this search were also reviewed. Only papers between 2001 and 2013 were included. The criteria for including a study in this review were as follows: (1) published journal article, (2) compares at least one conventional to one organic crop, (3) explicitly presents data on the diversity (richness and abundance) of the insects in these two agrosystems and (4) compares trophic guilds between the two agrosystems. The initial search using different combinations of key words produced a total of 99 papers. Of those, 35 met the above criteria and thus were used for this review. The extent of this analysis includes studies performed worldwide.
Analysis of data.
To determine whether organic agriculture effectively promotes better conservation of the taxonomic and functional diversity of insects than conventional agriculture, a descriptive analysis of the type included in traditional and classic reviews was combined with the tools of meta-analysis. The use of these additional tools allowed for the quantitative and statistical analysis of the data provided by the individual studies. It also provided an estimate of the effect size that represents confident and significant difference in small samples, allowing for easy comparison and synthesis of the results. In contrast to the classic narrative review, meta-analysis provides more rigor in the process of the selection of studies and in the integration and analysis of the results (Teagarden 1989).
The treatments in the analysis were the two types of agriculture: organic and conventional. The studies were organized in a matrix of data that contained, for each study, the following information: geographic location, climatic category according to the Köppen climate classification, size of the crop system, and sampling area and method (fields, plots, collecting traps, transects, etc.).
Species richness was used as the measure of diversity (Noss 1990). Abundance was considered as the total number of individuals for the study as well as the totals per trophic guild and per sampling unit.
Descriptive analysis.
This analysis was performed with the 25 studies that reported data on species richness and abundance for each crop system (Table 1). Because proportions are a good way to make comparisons between studies that consider samples with different areas and sampling techniques, the proportional richness and abundance per treatment were estimated. Richness differences between trophic guilds were compared in the same way.
Studies included in this paper. Columns correspond to the number of species (No. spp.); number of individuals (No. ind.); mean value (X̅); standard deviation (SD). Köppen climate classifications (Köppen class) are abbreviated as follows: Dry-summer Mediterranean climate (CsA); Maritime temperate climate (Cfb); Warm summer hemiboreal climate (Dfb); Hot summer continental climate (Dfa); Humid subtropical climate (Cwa); Dry-summer subtropical climate (Csb); and Tropical wet and dry or savanna climate (Aw). * indicates studies used for the analysis in the classic review. + indicates studies used for the metaanalysis.
Meta-analysis.
This part was performed with the 14 studies that reported mean richness and the 10 studies that reported mean abundance. No other studies were used for this analysis because the statistical procedure of meta-analysis requires this type of information, which was not provided by the remaining studies. After this, a matrix containing the average value, standard deviation (SD) and sampling size (N) for each treatment was developed for each paper. Effect sizes were estimated for comparisons made at three landscape scales: (1) plot; (2) farm; and (3) the landscape matrix. The effect size was calculated with the Hedge algorithm (g) (Hedges and Olkin 1985). This is calculated as the difference between the average values of the treatments divided by the SD and multiplied by a correction factor for bias in small samples, as indicated by the following algorithm (van Zandt and Mopper 1998):
where
The magnitude of the effect size was classified as small, moderate or large. For this determination, the valuations were based on Hopkins (2013), who considered the relationship between g and the coefficient of correlation (r), where
In addition, a mixed model of meta-analysis was used because it is preferred for synthesizing ecological data (Gurevitch and Hedges 1993). The confidence interval (CI) was used to evaluate the significance of the effect size. An effect size is determined to be significant if the limits of the 95% confidence interval do not include zero (Cooper and Hedges 1994; Prieto-Benitez and Mendez 2011).
The heterogeneity of the effect size for richness and abundance among studies, within the three landscape scales described above, was calculated using the Q test for a model of random effects (DerSimonian and Laird 1986). This test calculates the weighted sum of the differences between the effects determined for each of
where
The significance is obtained by a chiβ test (Harrison 2011). If Q is significant, the effect size is heterogeneous, that is, there are differences among studies.
Additionally, an Iβ test was performed to describe the percentage of heterogeneity that is due to differences among studies beyond the differences expected due to randomness. Values of less than 20% indicate minimum heterogeneity, values between 20 and 50% moderate heterogeneity, and values of 50% or more high heterogeneity.
All calculations for this section were performed with the software Comprehensive Meta-analysis Version 2 (Borenstein
Results and discussion
Of the 35 studies included in this review, 77% were conducted in countries with temperate/mesothermal climates, 22% in continental/microthermal climates, and 1% in countries with tropical/megathermal climates. Only two studies from tropical Central America were included (from Nicaragua and Costa Rica), and only one from South America (Argentina). The crops most frequently studied were the cereals (36%), followed by annual herbs (15%), pastures (12%), olives (9%), grapes (6%); and tomatoes, apples, canola, mangoes, strawberries, almonds, cashews and bananas (approximately 1% each) (Table 1).
Taxonomic richness.
Organic crops were associated with a higher richness of insects. Of the 26 studies that recorded quantitative data on richness (Table 1), 21 (83%) reported a higher richness of insects on organic crops (Fig. 1). In the same way, the global data on accumulated effect size (Table 2) revealed a significant increase in species richness associated with the organic agrosystem. In addition, the effect size calculated as the log ratio indicates that organic crops are 39% richer in insect species than conventional crops despite the heterogeneity among studies (Q = 737.79; Iβ = 98.102; P <0.05).

Effect of the type of agrosystem on the (A) richness and (B) abundance of insects. (▪): Organic crops. (□) Conventional crops.
Effect of organic agriculture on the richness and abundance of insects. The study number corresponds to the numbered studies in Table 1 published online; (
The higher species richness on organic crops could be due to characteristics of this agriculture type that better emulate the characteristics of semi-natural habitats, making these environments more attractive to a larger variety of species (Wickramasinghe
Despite the robust results from this study, organic crops were not always associated with increased species richness. Studies 6, 10, 30 and 32 (17%), recorded higher species richness on conventional crops (Fig. 1A). In addition, the results from the meta-analysis show that in study 20, there was no significant effect of agriculture type on the richness of insects, and study 30 presented a higher richness of insects on conventional crops (Table 2). The studies that exhibited these conflicting results were conducted in areas where farming is performed within small land cover mosaics in which the cropland is surrounded by natural and seminatural habitats, live fences, trees and forests. This condition favors landscape heterogeneity, which increases both pest species and their natural enemies because, as mentioned before, this mosaic offers refuge and easy dispersal of insects as a consequence of the vicinity of a variety of landscape elements (Benton
On the other hand, the high heterogeneity of the effect size reported here indicates that there may be other variables influencing the results. Among these are the differences in climatic zones, crop species, and the methodological designs of the studies analyzed (Colditz
Taxonomic abundance.
The results indicate that organic crops also increase insect abundance. Of the 10 studies that reported these data (Table 1; Fig. 2), nine (87.5%) found a higher abundance of insects on organic crops. Moreover, the global data on cumulative effect size were significant (Table 2), indicating that organic crops have a positive effect on abundance. The cumulative effect size estimated as

Effect of the type of agrosystem on the richness of trophic guilds. (▪) Organic crops. (□) Conventional crops.
The large positive effects of organic agriculture could be related to the combined effects of more sustainable practices of pest control and soil nutrition and the structure of the crop field. Compared to conventional agriculture, organic farms do not use synthetic herbicides or fertilizer, generating more heterogeneous crop densities within farms, which facilitates a variety of microclimatic and ecological conditions that favor a larger range of species and individuals who can find refuge and food there (Altieri 1992; Feber
Some conflicting results are reported, with study 30 differing from the descriptive study (Fig. 1B) and studies 30 and 32 differing from the meta-analysis; these studies reported a higher abundance of insects on conventional crops (Table 2). This could be explained by the type of organisms under study. Studies 30 and 32 analyzed aphids. Aphids are more abundant in conventional systems, which are constantly provided with fertilizers and mineral herbicides that increase the development of the aphids due to the higher content of nitrogen available in the plants (Schütz
Richness of trophic guilds.
The terrestrial communities related directly to plants are composed of at least three interacting trophic levels: plants, herbivores and the natural enemies of herbivores (Price
Five studies recorded a higher richness of herbivores in organic crops and four in conventional crops (Fig. 2A), indicating that both types of systems have a similar richness. Feber
Regarding predators, four studies indicated higher richness on organic crops and three on conventional crops. Two did not find a difference between crop systems (Fig. 2B). In the case of parasitoids, all studies reported higher species richness on organic crops. These two results combined imply that organic crops increase the richness of natural enemies of crop pests. This can be supported by the fact that natural enemies are more susceptible to agrochemicals than their prey, which are absent from organic crops (Klein
The same response was found for pollinators. They exhibited higher proportional richness in organic crops (Fig. 2D). Altieri and Nicholls (2000) showed that diversified agrosystems such as organic ones contain resources that provide a large variety of food resources (pollen and nectar) to adult pollinators. Moreover, recent studies report a decrease of pollinators in conventional crops due to their sensitivity to pesticides (Biesmeijer
Effect size by landscape category.
The meta-analysis showed a higher richness and abundance of insects on organic crops in all cases (Table 4). However, there was a larger effect size at the plot level, followed by the farm scale, and last the landscape matrix (Table 4). This could be caused by the fact that in small plots, the positive effects are more conspicuous due to the individual behavior of insects such as preferences for some host plants or food resources (Peterson and Parker 1998; Bommarco and Banks 2003; Bengtsson
Effect of organic agriculture on the richness and abundance of insects by landscape scale. (
The conservation of diversity in agroecosystems depends on the system of agriculture in use as well as the landscape surrounding the farms. The former facilitates soil conservation and plant diversity within the planted area, and the second corresponds to non-planted areas (side roads, pastures, live fences and other small habitats), which provide important refuges and food sources for many invertebrate groups. Thus, two components of biodiversity can be recognized in agrosystems: the first one is planned biodiversity, i.e., the managed crops and livestock that are intentionally included in the agrosystem. These vary according to the temporality and planning of the farmer. The second component, the associated biodiversity, includes all organisms from the soil, herbivores, carnivores, decomposers, etc. that colonize the agrosystem from the surrounding environments and flourish in it due to the management of the area (Vandermeer and Perfecto 1995). These two components complement each other in such a way that the conservation of biodiversity depends on the preservation, restoration and management of both components (Stopes
Limitations of the study.
When considering only published journal articles that are accessible online, it is likely that selection and publication biases will occur. In the case of selection bias, it is clear that information included in thesis documents and as project reports is very difficult to find and obtain. The vast majority of this grey or non-conventional literature is stored in libraries or offices with no access beyond a very small region (the university, the city, etc.), making its access impossible. The second case, publication bias, is common in studies such as meta-analyses that analyze secondary information because very often researchers and journal editors are reluctant to publish results with no statistical significance. Thus, such out-of-hand results are very distant from what has been called the "accessible population" (Letelier
Conclusions and recommendations
This review, based on journal articles published between 2001 and 2013, found that organic crops certainly increase the taxonomic richness and abundance of insects as well as the richness of insects within trophic guilds (herbivores, predators, pollinators and parasitoids). Thus, the belief that organic agriculture contributes to the conservation of biodiversity is supported by the analyses performed here for the case of insects. An additional and important result that emerged from this study is that both the agrosystem and the surrounding landscape are relevant to the conservation of biodiversity. Thus, both the planned and incidental vegetal and insect biodiversity in an agroecosystem have important consequences for the conservation of biodiversity, contributing to ecosystem functioning, the recycling of nutrients, and the increase of productivity and crop health.
On the other hand, too few studies performed in tropical areas were found that passed the rigorous evaluation for the review and the meta-analysis. This indicates a need to perform a large amount of experimental studies with large sample sizes that would allow more homogenous and precise generalizations about what is occurring in the region that supports the highest biodiversity on the planet but at the same time suffers from a high rate of conversion of natural landscapes to agriculture. In addition, it is necessary to advance beyond conventional studies of biodiversity based on species diversity and abundance by developing studies that analyze the structure and complexity of ecological networks. This will allow a more detailed comprehension of the functioning, relationships and variation of the insect communities.
Finally, from the area of policy definition, this analysis justifies the continuation of support from governments and NGOs of the maintenance and increase of organic farming as a way to preserve biodiversity in transformed areas. In the case of Colombia and other tropical countries, as proposed by Altieri and Nicholls (2000), agroecological farms including organic crops should be able to produce food using fewer external resources and support the conservation of biodiversity and more sustainable food production that would directly benefit the farmers and the environment that supports our production systems.
Footnotes
Acknowledgements
The authors give their thanks to Pontificia Universidad Javeriana, which provided logistical, economic and bibliographic resources. Neidy Clavijo provided helpful comments on a preliminary version of the manuscript. Two anonymous reviewers also provided comments that enhanced the quality of the final version of the manuscript.
