Self-fertilizing species often present lower levels of neutral polymorphism than their outcrossing relatives. Indeed, selfing automatically increases the rate of coalescence per generation, but also enhances the effects of background selection and genetic hitchhiking by reducing the efficiency of recombination. Approximations for the effect of background selection in partially selfing populations have been derived previously, assuming tight linkage between deleterious alleles and neutral loci. However, loosely linked deleterious mutations may have important effects on neutral diversity in highly selfing populations. In this article, I use a general method based on multilocus population genetics theory to express the effect of a deleterious allele on diversity at a linked neutral locus in terms of moments of genetic associations between loci. Expressions for these genetic moments at equilibrium are then computed for arbitrary rates of selfing and recombination. An extrapolation of the results to the case where deleterious alleles segregate at multiple loci is checked using individual-based simulations. At high selfing rates, the tight linkage approximation underestimates the effect of background selection in genomes with moderate to high map length; however, another simple approximation can be obtained for this situation and provides accurate predictions as long as the deleterious mutation rate is not too high.KEYWORDS deleterious mutation; genetic drift; effective population size; multilocus population genetics; self-fertilization U NDERSTANDING the evolutionary consequences of transitions between reproductive systems has been the focus of an important number of theoretical and empirical studies. In particular, the shift from biparental sexual reproduction to self-fertilization has occurred frequently in plants and animals (Goodwillie et al. 2005;Jarne and Auld 2006), but the phylogenetic distribution of selfing lineages suggests that these are often relatively short-lived and may thus correspond to an "evolutionary dead end" or "blind alley" (e.g., Stebbins 1957;Williams 1992;Takebayashi and Morrell 2001;Goldberg et al. 2010;Igic and Busch 2013). A possible reason for the lack of macroevolutionary success of selfing species may be their reduced capacity to produce novel genotypes (in particular, genotypes adapted to new environmental conditions), due to a reduced efficiency of recombination. Furthermore, self-fertilization lowers the effective size of populations and should thereby decrease the efficiency of natural selection against deleterious alleles, which may lead to mutation accumulation and population extinction (Lynch et al. 1995;Schultz and Lynch 1997). Analyses based on molecular data show little evidence for increased ratios of nonsynonymous to synonymous substitutions (d N =d S ) in selfing lineages that would indicate a reduced efficiency of purifying selection (Glémin and Muyle 2014; Hartfield 2015 and references therein): this may be due to the recent origin of those lineages or to the l...