Inbreeding gives rise to continuous lengths of homozygous genotypes called runs of homozygosity (ROH) that occur when identical haplotypes are inherited from both parents. ROHs are enriched for deleterious recessive alleles and can therefore be linked to inbreeding depression, defined as decreased phenotypic performance of the animals. However, not all ROHs within a region are expected to have harmful effects on the trait of interest. We aimed to identify ROHs that unfavourably affect female fertility and milk production traits in the Finnish Ayrshire population. The estimated effect of ROHs with the highest statistical significance varied between parities from 9 to 17 days longer intervals from calving to first insemination, from 13 to 38 days longer intervals from first to last insemination and from 0.3 to 1.0 more insemination per conception. Similarly, for milk production traits ROHs were associated with a reduction of 208 kg for milk yield, 7 kg for protein yield and 16 kg for fat yield. We also found regions where ROHs displayed unfavourable effects across multiple traits. Our findings can be exploited for more efficient control of inbreeding depression, for example by minimizing the occurrence of unfavourable haplotypes as homozygous state in breeding programmes. In dairy cattle breeding, genetic gain of economically important traits has been achieved by intensive selection. The downside of intensive selection is, however, increased levels of inbreeding and, thus, possible accumulation of recessive deleterious alleles. This, in turn, results in inbreeding depression, which is defined as a reduction in average phenotypic performance 1. Managing inbreeding is crucial to maintaining the profitability of dairy cattle production, since inbreeding depression has been linked with impairment in economically important traits such as fertility and milk production 2-5. With the availability of single-nucleotide polymorphism (SNP) marker panels, the effects of inbreeding can be investigated at the genomic level. Inbreeding gives rise to continuous segments of homozygous genotypes known as runs of homozygosity (ROH), which are present in an individual if both parents transmit identical haplotypes to their offspring 6. Since ROHs unlikely arise by chance, they are considered good estimates of inbreeding 7. Inbreeding depression is assumed to be mostly caused by homozygosity for deleterious recessive mutations, which occur typically at low frequency in a population 8. ROHs are enriched for these deleterious recessive alleles and can, therefore, be linked to inbreeding depression 9. Previous research has found an association between increased inbreeding based on ROH (F ROH) and reduced fertility or milk production. For example, a 1% increase in F ROH was associated with 1.72 days increase in days open and 20 kg decrease in 205-day milk yield 3 , and also with 0.4 days longer insemination interval in heifers 5. Since the patterns of inbreeding vary throughout the genome 10 , identification of genomic regions with associati...