- Original article
- Open Access
Characterisation of the Repeat Breeding Syndrome in Swedish Dairy Cattle
© The Author(s) 2002
Received: 30 January 2001
Accepted: 01 February 2002
Published: 30 June 2002
Repeat breeding (RB), defined as cows failure to conceive from 3 or more regularly spaced services in the absence of detectable abnormalities, is a costly problem for the dairy producer. To elucidate the occurrence of RB in Swedish dairy herds and to identify risk factors of the syndrome totally 57,616 dairy cows in 1,541 herds were investigated based on data from the official Swedish production-, AI- and disease- recording schemes. The characteristics of the RB syndrome were studied on both herd and individual cow level. The effects of risk factors on the herd frequency of RB were studied by logistic regression. A generalised linear mixed model with logit link, and accounting for herd-level variation by including a random effect of herd, was used to study the individual animal risk for RB.
The total percentage of RB animals was 10.1% and the median proportion of RB animals in the herds studied was 7.5%. The proportion of RB cows in herds increased with decreased herd sizes with decreased average days from calving to first AI, with increased herd incidence of clinical mastitis, with decreased reproductive disorders, and increased other diseases treated by a veterinarian. On animal level, the risk factors were milk yield, lactation number, difficult calving or dystocia, season at first service, days in milk at first service and veterinary treatment for reproductive disorders before the first service. Cows being an RB animal in the previous lactation had a higher risk of becoming an RB animal also in the present lactation. In conclusion our results show that the repeat breeding syndrome is a multifactorial problem involving a number of extrinsic factors as well as intrinsic factors coupled to the individual animal.
Studier av symtomlös omlöpning hos svenska mjölkkor:
Symtomlös omlöpning, d.v.s. omlöpning hos kor eller kvigor med normala brunstintervall efter minst tre inseminationer med avsaknad av kliniska symtom som förklarar omlöpningarna, är ett kostsamt problem för mjölkbonden. För att undersöka omfattningen av symtomlös omlöpning i svenska mjölkkobesättningar och för att identifiera riskfaktorer analyserades produktions-, AI- och djursjukdata från 57,616 mjölkkor i 1,541 besättningar. Undersökningen gjordes både på besättnings- och djurnivå. Effekten av riskfaktorer på besättningsnivå studerades med hjälp av vanlig logistisk regression, medan riskfaktorer på individnivå studerades med en modell där besättningens slumpmässiga effekt togs hänsyn till.
Den totala andelen symtomlösa omlöpare i materialet var 10,1% och andelen omlöpare i medianbesättningenvar 7,5%. Andelen omlöparkor i besättningar ökade med minskad besättningsstorlek, med minskat intervall från kalvning till första AI, med ökad incidens av klinsk mastit, med minskad incidens reproduktionsstörningar och minskad incidens veterinärbehandlingar. Riskfaktorer på djurnivå var mjölkavkastning, laktationsnummer, kalvningssvårigheter, säsong, avståndet från kalvning till första AI och förekomst av veterinärbehandling före första AI. Kor som varit omlöpare en laktation hade en högre risk att bli omlöpare även i nästkommande. Resultaten visar att symtomlös omlöpning är ett multifaktoriellt problem som påverkas både av miljö- och skötselfaktorer samt av fysiologiska faktorer kopplade till individen.
Repeat breeding (RB) is a substantial problem in cattle breeding leading to large economic loss for the dairy producer due to more inseminations, increased calving interval and increased culling rates [4, 20]. Repeat breeding has been defined as failure to conceive from 3 or more regularly spaced services in the absence of detectable abnormalities .
The need for RB, ie a return to oestrus after a mating or artificial insemination (AI), could be caused by either fertilisation failure or embryonic death. Numerous studies have led to the conclusion that in female cattle with normal fertility the incidence of fertilisation failure is approximately 10% and early embryonic death within 3 weeks following fertilisation accounts for approx. 30% leading to a total early pregnancy loss of close to 40% during the first 21 days post AI . This means that on average 40% females will return to oestrus after each AI or mating. Several environmental factors e.g. nutrition, climate, as well as intrinsic animal factors have been suggested to be the cause behind this early embryonic loss in cattle [2, 26]. It has also been proposed that early embryonic loss should be regarded as "normal" due to an early elimination of unfit genotypes .
During the last 50 years RB has been the object of several investigations (for reviews see eg. [21, 10, 3, 18]). There are different opinions among scientists about the cause of RB. A number of experiments have reported a higher proportion of embryos with deviated morphology collected from RB animals compared to control animals suggesting an increased embryonic death rate as the cause of RB [2, 22, 15, 1]. Recently, higher progesterone levels during oestrous in RB heifers compared to control animals have been reported, indicating hormonal deviations as one possible cause of RB [16, 9]. These findings suggest physiological alterations linked to individual animals as a possible cause of repeat breeding. On the other hand, other investigators have reported normal pregnancy rates in repeat breeders when an additional insemination was performed under controlled conditions suggesting management and environmental imperfects as the most important factors behind the RB syndrome [12, 25]. A third theory has been proposed by  claiming the RB phenomenon as solely the result of a probability distribution since the same proportion of animals will be pregnant after each AI and there will always be a number of not pregnant individuals after a number of AIs.
There are only a few studies analysing risk faktors using field data [17, 19, 4, 7]. These studies have found factors such as season, herd size, age and nutrition influencing the incidence of RB. Some of the earlier studies, however, have the weaknesses that the material is restricted to a limited number of herds and animals and that the RB animals are not strictly selected according to the definition: "absence of detectable abnormalities".
The aims of the present study were to investigate factors associated with the RB syndrome both on herd and individual level, based on data on extracted animals strictly defined as repeat breeders from a large data set containing AI-, milk recording-, and disease records.
Materials and methods
Data for this study were from the official national Swedish production-, AI- and disease-recording schemes. Herds with more than 15 cows were eligible for inclusion in the study, and a 20% simple random sample of these herds was taken. Information on all individual cows calving during 1991 in these herds was retrieved and comprised complete identification (herd, breed, cow identification, etc), all dates (birth, calvings, breedings, etc), milk production, and diagnosed diseases, during the entire life-span of the cows.
A cow was considered a repeat breeder (RB) if she had at least 3 AI and no subsequent calving or more than 3 AI irrespective of subsequent calving or not, with cows at risk being those with at least one AI. Additionally, cows treated at least once for the chronic reproductive diseases: cystic ovaries, anoestrous, suboestrus, endometritis and pyometra were not considered a RB, according to the traditional criterion of the ailment.
The characteristics of the RB syndrome were studied on 2 levels of aggregation, herd and individual cow. On herd level the outcome of interest was the frequency of RB cows and potential risk factors were herd size, level of milk production and somatic cell counts, age structure, seasonal calving pattern, breed, reproductive management, and disease frequency. Herd size was number of cows calving in 1991, milk production was the average of daily fat-corrected milk yield recorded at second and third official test-month after calving, and somatic cell count was the average of cell counts in the period 1–150 days in milk (DIM). Cellcounts were adjusted for effects of breed, parity and milk yield as it is routinely done in the Swedish milk recording. The age structure of the herd was characterised by average lactation number and proportion primiparous cows, and seasonal calving pattern by average month of calving.
Variables representing reproductive management were average days from calving to first AI, voluntary waiting period, and pre- and post- breeding oestrus detection efficiency. The voluntary waiting period (VWP) for a herd was defined as the number of days postcalving when 10% of the cows had received their first AI.
From that date, 4 periods of 21 d (equivalent to one oestrus period) were defined. A fifth period covered the VWP +85 days up to 200 DIM. The prebreeding estrus detection efficiency (PREDE) for periods 1 through 4 was calculated as the number of first AI during the period divided by the number of cows available for AI:
PREDEw = estrus detection efficiency in period w, and
nw = number of cows inseminated in period w (w = 1 to 4)
The PREDE of the herd was calculated as the mean of PREDE1 and PREDE2. Postbreeding estrus detection efficiency was based on the interval between first and second AI, and calculated as number of intervals of 18 to 24 days divided by number of intervals of 18 to 48 days. The herd incidence of diseases, grouped into mastitis, reproductive, digestive, and all other diseases, respectively, was calculated as the number of cows treated at least once by a veterinarian for the disease divided by number of cows in the herd.
Effects of risk factors on the herd frequency of RB cows were studied by logistic regression, using the SAS macro GLIMMIX  with a logit link. It was developed by backward stepwise elimination of non-significant (p > 0.05) 2-factor interactions and main effects.
A generalised linear mixed model with logit link and accounting for herd-level variation by including a random effect of herd, was used to study the individual animal risk for RB. In addition to herd, the following potential explanatory variables were considered: breed, milk production, lactation number, calving performance, stillbirth, season at first service, RB in previous parity, DIM at first service, and veterinary treated cases of mastitis, reproductive, digestive, and all other diseases that occurred before the first service.
For this model, we also used the SAS macro GLIMMIX , and it was developed by backward stepwise elimination of non-significant (p > 0.01) 2-factor interactions and main effects.
The original dataset consisted of 68,117 animals, and after initial editing, the total material consisted of 57,616 cows in 1,541 herds. In 19,781 (34%) animals no further calving was recorded. Of these animals 9,697 were inseminated and 2615 (13%) were recorded pregnant. A total of 153 animals (0.3%) were inseminated 3 times or more, recorded pregnant and culled due to fertility reasons.
Descriptive statistics (median with inter-quartile range within parenthesis) for herds classified in thirds according to frequency of repeat breeder (RB)a.
RB-class 1 (n = 489)
RB-class 2 (n = 527)
RB-class 3 (n = 525)
Herd average FCM23b
Herd average days from calving to 1st AI
Herd incidence reproductive disorders
Voluntary waiting period
Prebreeding estrus detection efficiency
Postbreeding estrus detection efficiency
Descriptive statistics (frequencies (%), or medians with inter-quartile ranges within parenthesis) for cows classified as repeat breeder (RB+) and not repeat breeder (RB-)a.
RB+ (n = 3,436)
RB- (n = 34,051)
Swedish Red and White Cattle
Swedish Fresian Cattle
Other or cross-bred
Normal or not known
Difficult or dystocia
Twins (normal parturition)
Season at 1st service:
RB in previous lactation:
Days in milk at 1st service
Veterinary treatedc cases of:
Final logistic regression model for herd frequency of repeat breeder cows.
Herd average log10SCCb
Herd average days from calving to 1st AI
Herd incidence clinical mastitis
Herd incidence reproductive disorders
Herd incidence other vet. treated disorders
Interaction herd size*log10SCC
Parameter estimates for the final generalised linear mixed model for the individual animal risk of repeat breeder.
ORa (95% confidence intervals)
Normal or not known
Difficult or dystocia
Twins (normal parturition)
Season at 1st service:
RB in previous lactation:
Days in milk at 1st serviced
Veterinary treated e case of reproductive disorder
Interaction lactation number*RB in previous lactation
A true calculation of the incidence of RB in a population based on field data is not possible due to a number of record errors, e.g. the fact that not all animals are given the chance of getting 3 inseminations. Animals subjected for the present study were selected among animals calved during 1991 which means that heifers inseminated but not calved are not present in the material. Hence, heifers culled as RB will not contribute to the material which may lead to the fact that estimated frequencies and effects rather may be under- than overestimated. Furthermore, we are not able to characterise RB heifers in which reproductive physiological factors may be more important than environment and management factors.
A further problem is that based on the definition per se a RB animal should not have any other disorders that can explain the pregnancy failure. Reproductive disorders such as cystic ovaries, anoestrus, and chronic endometritis increase the risk of pregnancy failure. To avoid these errors, animals treated for these disorders after the start of the service period were not included in the present study of individual risk factors.
The overall incidence of RB animals of 10.1% obtained in the present study corresponds to the mean of 10% reported by Hewett in an Swedish survey 30 years earlier . The fact that 15.4% of the cows were a RB in the worst third of the third of the Swedish farms and the incidence varied between 14.5% to 36.8% among 22 US herds studied  underline the statement that the RB syndrome is a serious and costly syndrome.
A number of risk factors for RB associated to the herd were identified. The finding that the number of RB animals increased by decreased size of the herd is opposite of what was found by  who explained the negative association with herd size by the assumption that cows received more individual attention from the owner in smaller farms. The shift 30 years later may be due to owner of smaller herds being progressively only part time employed with the animal husbandry while the larger herds have become more aware of fertility management as an important economic factor. The similar oestrus detection efficiency in farms with a high compared to a low proportion of RB animals found in the present study indicates indirectly that individual care does not differ relative to herd size.
When looking at the combined effects of herd size and somatic cell counts there was a positive correlation to RB. This finding is also supported by other studies showing that the same management factors influence both udder health and reproduction . Herd incidence of RB increased by increased incidence of clinical mastitis and also by other disorders that needed treatment by a veterinarian. A negative effect of mastitis on conception rates mediated through endotoxins, causing prostaglandin release, has been hypothesised . This is supported by a recent study by , in which clinical mastitis occurring after first AI caused a 50% reduction in pregnancy.
The risk of RB increased with a decreased interval from calving to first AI both on herd and individual level. It is well known that the conception rate will increase with the interval from calving up to about 60–80 days postpartum and then remain relatively constant . This is probably due to a successive progesterone priming by subsequent oestrus which has been shown to increase conception rates . In spite of the fact that the median CFI for the RB animals was 68 days compared to 75 days for the non-RB animals and thus not being any extreme values, this factor was one of the most significant individual risk factors.
On the individual basis an increasing milk production was found to be one risk factor for being a RB. An increase of daily milk yield of approximately 15 kg FCM increased the risk 1.5 times. This finding is in agreement with other studies [17, 4]. As pointed out by  the association may in part be due to the dairymen's willingness to invest more inseminations on high-producing cows before making a decision to cull them. It is, however, reasonable to suggest that a great part of the association between milk yield and RB depends on the vulnerability of the high producing cow to metabolic and endocrine disturbances which in turn will affect conception rates.
In general conception rates are reduced in those animals which have calved for the first time and in cows over 7 years of age . In RB animals a positive correlation between RB and age has been found [17, 4]. On the contrary  found no statistically significant difference in the incidence of repeat breeders occurring in first lactation heifers compared to older cows. In the present investigation there was a higher risk for a first calver of becoming a RB animal than for a multiparous cow. This again may reflect the difficulties of first parity cows to cope with the metabolic demands necessary for the lactation.
According to Swedish AI statistics there is a clear seasonal variation in 56 days non return rates with the lowest conception rates in January and the highest in August. This is also reflected in the present study showing that animals getting their first insemination during January have higher risk of becoming RB animals. In agreement with our findings,  found the highest incidence of RB in cows calving during autumn and winter (September to February). , however, found no significant seasonal distribution of RB in 22 Michigan dairy herds. It is plausible that the decreasing daylight during autumn culminating in December and January in Scandinavia negatively influences the hormonal secretion responsible for the reproductive functions.
There was a positive association between RB and calving difficulties. Dystocia was also the most significant risk factor directly associated with RB in the study by . It has been well known since long time that problems during parturition lead to a delayed involution of the uterus and a delayed resumption of ovarian functions which in turn causes lower conception rates and longer calving intervals (Morrow et al. 1962).
Cows being RB animals in the previous lactation had a higher risk of becoming RB animals also in the present lactation. This indicates also intrinsic factors coupled to the individual cows as a cause of RB supporting the finding of hormonal disturbances in heifers culled as RB [15, 9]. Our finding is, however, contradictory to  who studied the pregnancy rate in 40 cows from 3 different farms which needed 4 or more services in a lactation to obtain pregnancy. Seventy-three per cent of these held to 3 or less services in the next lactation. Brooks suggested that there is no inherent infertility in the RB cow, also suggested by de [12, 25] and .
In conclusion our study shows that RB in cows is a multifactorial problem involving both management factors and environmental factors as well as factors coupled to the individual cow.
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