BENCHMARKS AND GOALS FOR NeDHIA DATA



                      LAWRENCE R. JONES PhD
                       ASSISTANT PROFESSOR
                  DEPARTMENT OF ANIMAL SCIENCE
                       CORNELL UNIVERSITY

                          Introduction

     DHI records are an important component of herd management.
They are critical for evaluating performance and for making
management decisions.  The first step to making a decision is to
collect data. The next step is to put the data into a form where it
becomes information.  The final step is to combine the information
with knowledge to make the decision.  The purpose of this document
is to provide a reference to help convert DHI data into
information.

     This document contains several tables that summarize the
current value of several DHI variables. These values are not
intended to be recommendations, but benchmarks representing the
current state of the dairy industry in the Northeast.

     These data generally represent the yearly averages for
Holstein herds participating in NeDHIA as of February, 1993. Only
herds that have been on test for more than a year have been
included.

Distribution of herds by Rolling Herd Average

     Figure 1;(small version, large version) contains the distribution of 
Holstein farms in the Northeast. Most farms have a rolling herd average
between 17,000 and 20,000 pounds; however, there are farms with a rolling
herd average below 8,000 and others with a rolling herd average above
30,000 pounds. This diversity in productivity is a challenge to the
Northeast dairy industry. 

Fig. 1. Dist. of Holstein Farms by RHA

The following two tables provide an overview of average values
sorted by both productivity level and herd size.


Herd averages by rolling herd average class

                             Rolling Herd Average Class (x 1000)

Variable                 < 16   16-18  18-20  20-22   22-24   >  24
Rolling Herd Average     14545  17108  19019  20902   22828   25162
Milk Cow Average            46.7   54.3   59.9   65.4    71.1  77.9
% DIM                       85.4   86.3   86.9   87.6    88.0  88.6
Average DIM                172    166    164    163     165   167
% Fat                        3.8    3.7    3.7    3.7     3.6   3.6
% Protein                    3.2    3.2    3.2    3.2     3.2   3.1
Project CI                  13.2   13.2   13.2   13.2    13.3  13.3
Previous Cl                 13.1   13.0   13.0   13.0    13.1  13.1
Days to First Service       90     87     86     86      86    88
Services/conception          1.6    1.7    1.8    1.9     1.9   1.9
First Service CR            64     58     55     53      52    52
Minimum Days Open          134    125    122    121     123   122
Likely Pregnant Days Open  119    120    120    122     123   126
96 New Infections           12.3   10.5    9.2    8.6     8.2   7.7
% Chronic Infections        19.0   13.9   11.2   10.2     8.9   7.8
Age First Calving           29.8   28.5   27.6   26.6    26.1  25.8
Age                         57.0   53.1   50.7   48.5    47.4  46.1
Linear Score                 3.6    3.2    3.0    2.9     2.7   2.6
Days Dry                    65     63     61     60      59    57
First Parity Days Dry       58     56     56     55      55    54
Second + Parity Days Dry    67     65     64     63      62    60
> 80 d not bred (%)         58     55     54     55      56    59
> 140 d not conf preg (%)   48     41     38     35      34    29
% New cows                  27.7   30.9   33.9   36.2    37.0  38.2
Death Rate                   3.2    3.0    2.8    2.8     2.6   2.9
Non Dairy Cull Rate         30.3   32.9   33.4   34.0    34.5  32.8


Herd averages by herd size class.
                                     Herd Size

Variable          20-30  30-50  50-75 75-100 100-175 175-350  >350
Rolling Herd Avg 17411  17920   18570 18993  19315    20054   21340
Milk Cow Average    55.2   56.7    58.5  59.8   60.8     62.8  67.1
96 DIM              86.3   86.5    86.8  86.9   86.9     87.4  87.1
Average DIM        172    165     165   166    167      169   170
% Fat                3.7    3.7     3.7   3.7    3.7      3.7   3.6
% Protein            3.2    3.2     3.2   3.2    3.2      3.2   3.1
Project CI          13.2   13.2    13.2  13.2   13.2     13.3  13.2
Previous CI         13.1   13.0    13.0  13.0   13.0     13.1  13.1
Days to 1st Service 88     88      87    87     86       85    82
Services/conception  1.7    1.7     1.7   1.8    1.8      2.0   2.1
First Service CR    57     58      57    58     54       50    47
Minimum Days Open  125    122     124   125    126      128   123
Likely Preg. Days  120    119     121   122    122      125   122
Open
% New Infections     8.4    9.8     9.7   9.7    9.6      9.6   8.8
% Chronic Infect.   11.6   13.3    13.6  12.1   11.1      8.6   8.1
Age First Calving   27.7   27.8    28.1  27.8   27.4     26.2  24.7
Age                 51.5   52.8    52.5  51.3   49.5     46.1  43.8
Linear Score         3.0    3.2     3.2   3.1    3.0      2.9   2.8
Days Dry            65     63      62    62     62       61    61
1st Parity Days Dry 58     57      56    56     56       55    56
2nd+ Parity Days Dry65     65      64    64     64       64    65
>80 d not bred (%)  56     56      56    55     54       52    46
>14 d not
conf preg(%)        47     40      39    40     39       36    27
% New cows          34.0   30.8    32.3  32.9   35.5     39.0  38.1
Death Rate           2.6    2.6     2.7   2.9    3.1      3.6   3.8
Non Dairy Cull Rate 31.6   32.0    32.6  32.8   34.5     34.9  34.7


Percent Days in Milk

     The percent days in milk directly impacts the productivity of
a herd. The most common value for percent days in milk is 86-88%;
11% of the herds have %DIM less that 84% and 8% of the herds have
%DIM greater than 90%. The following table shows the average
percent days in milk for different calving intervals and days dry.
In general, as calving interval increases, %DIM increases. As days
dry increases, %DIM decreases.


Average percent days in milk for different calving intervals and
days dry.

Previous                      Average Days Dry
Calving
Interval   < 50    50-55   55-60   60-65    65-70   70-80    > 80
                                  % DIM
< 12       89.2    88.6    86.9    85.7     84.4    83.0     81.3
12.0-12.5  89.5    88.3    87.3    86.3     84.9    83.9     81.6
12.5-13.0  90.0    88.8    87.8    86.7     85.5    84.1     81.8
13.0-13.5  90.0    88.9    87.9    87.1     86.0    84.5     81.1
13.5-14.0  90.9    89.2    88.4    87.4     86.2    85.1     82.3
> 14.0     90.8    89.6    88.6    87.7     86.8    85.4     82.4


Distribution of Days Dry

     To optimize productivity, cows need a dry period between
lactations. Generally, first lactation animals are thought to need
a longer dry period than mature cows. A common recommendation is 60
days dry for all animals. The following two graphs demonstrates the
variability among herds for average days dry. The average first
lactation dry period is 55 days while the average second lactation
dry period is 65 days.

Figure 2;(small version, large version) Dist. of days dry - 1st lact.


Figure 3;(small version, large version)  Dist. of days dry - 2nd+ lact

     The following tables provide the average milk production and
persistency for each month of lactation. The tables are sorted by
parity group and by production level within parity. The persistency
is defined as the average change from the previous sample, adjusted
to a 30 day interval.

First Lactation Milk Production Reference Curves

Rolling                         Month of Lactation
Herd
Average    1    2     3     4     5     6     7     8     9    10
                              pounds per day
< 13000  42.6  42.9  41.1  38.8  36.9  34.8  33.3  31.4  29.3  29.7
 13000   46.5  47.8  45.8  42.9  41.6  40.0  37.3  35.6  35.3  32.6
 14000   48.8  51.2  49.2  47.3  44.8  43.0  41.4  39.6  38.1  37.0
 15000   50.5  53.5  52.3  49.7  47.9  46.0  44.5  41.5  40.1  38.1
 16000   52.8  56.5  54.7  53.0  51.1  49.3  47.2  45.3  43.2  41.8
 17000   54.9  59.5  58.4  56.6  54.5  52.6  50.5  48.2  46.2  44.5
 18000   56.8  62.0  61.2  59.3  57.4  55.5  53.2  50.5  48.3  45.7
 19000   58.3  64.2  63.5  61.8  59.7  57.5  55.7  53.0  50.7  48.8
 20000   59.9  66.3  65.9  64.7  62.6  60.4  58.2  55.9  53.1  50.7
 21000   61.9  69.2  68.7  67.4  65.3  63.3  61.4  58.5  55.6  53.3
 22000   63.4  71.5  71.7  70.7  68.3  65.9  63.8  61.0  58.4  56.4
 23000   65.9  74.7  75.3  73.7  72.2  69.9  68.1  65.5  62.3  60.7
 24000   68.2  77.4  77.4  76.9  74.4  72.4  70.8  66.8  64.5  63.8
 25000   70.2  80.5  81.1  80.7  77.7  75.2  73.5  69.9  66.5  64.5


First Lactation Reference Persistency Values

Rolling                      Month of Lactation
Herd
Average    2      3     4      5      6      7      8     9     10
                       Percent of Previous Production
< 13000   104.2  97.4  95.5  95.4   94.8   97.6   93.3  92.0   100
 13000    107.5  97.5  95.0  96.9   97.6   94.3   96.4  97.4   91.6
 14000    107.7  98.2  96.1  95.6   96.7   95.6   95.5  94.4   95.6
 15000    108.3  98.4  96.5  97.0   96.2   97.4   94.2  94.9   91.9
 16000    109.3  97.6  97.2  96.7   96.9   96.0   95.8   94.4  93.5
 17000    111.1  98.5  97.5  97.2   96.6   96.1   96.0   95.2  94.0
 18000    111.7  98.8  97.3  97.1   97.0   96.3   95.6   95.2  92.7
 19000    112.8  99.5  97.5  97.2   97.2   96.8   95.5   94.6  93.9
 20000    113.9 100.0  98.1  97.2   96.9   96.5   95.8   94.9  93.5
 21000    114.3 100.1  98.1  97.3   97.1   96.5   95.5   94.5  93.5
 22000    115.4 100.5  98.4  96.9   97.0   96.3   96.0   95.0  92.6
 23000    115.9 101.0  98.0  98.6   97.1   97.7   96.6   95.0  95.6
 24000    116.9 100.9  98.4  97.5   96.6   97.7   95.3   96.2  96.4
 25000    118.0 101.3  98.3  96.6   96.5   98.1   94.7   94.9  94.5


Second Lactation Milk Production Reference Curves

Rolling                     Month of Lactation
Herd
Average    1     2     3      4    5     6     7     8     9    10
                               pounds per day
< 13000   52.8  50.6  47.0  44.4  41.9  39.2  36.3  33.3  31.2 30.5
 13000    60.0  60.6  55.1  51.8  49.0  46.4  42.3  38.1  35.8 35.3
 14000    61.6  62.1  59.0  55.6  51.9  49.2  45.5  42.3  39.7 37.4
 15000    65.5  67.0  63.0  58.9  55.2  51.2  47.5  42.8  39.1 36.7
 16000    68.3  70.3  66.3  62.3  58.5  54.6  51.0  46.4  42.2 39.5
 17000    71.6  74.2  70.3  66.7  62.4  58.2  54.4  49.7  45.3 42.3
 18000    75.1  78.6  74.8  71.0  66.6  62.2  57.8  52.7  48.1 44.8
 19000    78.1  82.1 778.1  73.8  69.5  65.0  60.4  55.7 559.4 47.9
 20000    81.3  86.1  82.0  77.7  73.4  68.9  63.7  58.0  52.8 49.6
 21000    83.8  89.2  85.2  80.6  76.0  72.0  66.5  60.9  55.6 51.7
 22000    86.2  92.1  88.5  84.6  79.7  74.9  70.4  64.9  58.7 55.1
 23000    90.1  96.5  92.8  88.9  84.5  79.4  74.5  69.1  63.4 59.2
 24000    93.6 100.7  97.1  93.2  87.8  83.3  79.0  72.7  67.4 63.6
 25000    96.5 102.7  98.7  93.6  90.0  85.3  79.7  73.9  68.4 66.2


Second Lactation Reference Persistency Values

Rolling                        Month of Lactation
Herd
Average   2      3     4      5     6      7      8      9      10
                       Percent of Previous Production
< 13000  100.3  93.1  95.6  96.1   94.0   91.9   90.0   91.0  86.4
 13000   107.5  97.5  95.1  96.9   97.6   94.3   96.4   97.4  91.6
 14000   102.7  95.6  93.1  94.3   94.7   91.2   90.9   91.8  88.3
 15000   103.7  95.3  94.1  94.0   92.5   92.6   91.1   88.6  88.4
 16000   105.1  95.2  93.9  94.4   93.4   93.1   90.4   88.1  88.0
 17000   105.8  94.9  94.4  94.0   93.6   93.2   91.4   89.3  88.2
 18000   106.9  95.7  94.8  94.2   93.5   92.8   90.8   89.4  88.1
 19000   107.4  95.7  94.5  94.7   93.3   92.8   91.5   88.5  88.6
 20000   108.0  95.7  94.7  94.3   94.0   92.7   90.9   89.1  88.6
 21000   109.0  95.9  94.4  94.0   94.5   92.6   91.4   89.6  87.9
 22000   108.3  96.3  95.2  94.5   93.7   93.5   91.5   89.1  88.6
 23000   109.5  96.8  95.2  95.3   94.2   93.3   92.2   91.4  89.8
 24000   110.3  96.3  94.9  94.7   94.4   93.8   92.2   91.5  89.4
 25000   108.7  97.5  95.5  96.3   94.8   92.7   93.0   91.9  91.4


Third Lactation Milk Production Reference Curves

Rolling                         Month of Lactation
Herd
Average    1     2     3     4     5     6     7     8    9     10
                                 pounds per day
< 13000   58.1   57.8  52.3 48.6 45.2  42.0  38.9  34.7  32.3  30.6
 13000    62.5   62.9  58.5 55.7 52.6  49.4  46.2  41.9  39.6  37.1
 14000    66.3   68.3  64.0 60.0 55.3  50.9  47.5  43.5  40.1  37.1
 15000    69.4   72.0  67.9 63.3 58.9  54.6  51.1  46.2  42.7  39.9
 16000    72.6   75.9  71.8 67.4 62.8  58.4  54.0  49.1  45.0  42.1
 17000    75.4   79.9  75.8 71.7 66.8  61.9  58.0  52.7  47.3  44.9
 18000    78.7   83.9  80.2 75.6 70.5  65.5  61.1  55.3  49.7  46.7
 19000    81.5   87.5  84.0 79.4 74.1  69.3  64.2  58.4  52.7  48.7
 20000    84.5   91.5  88.1 83.5 78.1  72.9  67.8  61.9  55.7  51.8
 21000    86.9   94.3  91.3 87.1 81.9  76.7  71.7  65.5  59.4  55.1
 22000    89.5   98.4  95.3 90.9 85.3  79.5  74.0  67.8  61.6  55.8
 23000    92.3  102.6  99.2 94.7 88.6  83.2  77.9  71.2  65.4  60.4
 24000    95.4  105.7 102.1 98.5 92.2  86.3  80.7  74.4  68.0  64.4
 25000    97.7  108.0 104.9100.5 94.6  89.5  84.7  78.2  71.3  65.5


Third Lactation Reference Persistency Values

Rolling                           Month of Lactation
Herd
Average   2      3     4      5      6      7      8      9      10
                          Percent of Previous Production
< 13000  102.6  92.5  93.3   94.0   92.8   92.7   87.6   91.5  90.3
 13000   103.8  95.7  95.6   93.6   94.1   91.5   90.9   90.5  88.1
 14000   104.8  95.2  94.1   93.1   92.9   92.8   91.0   89.5  86.2
 15000   105.7  95.8  94.0   94.0   93.4   92.8   90.6   90.2  87.9
 16000   106.8  95.8  93.7   94.0   93.5   92.3   91.7   89.8  88.9
 17000   108.6  96.1  94.3   93.8   93.1   93.2   90.9   88.4  89.3
 18000   109.2  96.1  94.6   93.8   93.5   92.6   90.3   88.9  88.5
 19000   110.4  96.9  94.5   93.9   93.5   92.5   91.0   88.9  87.7
 20000   111.2  96.9  94.6   93.8   93.7   92.4   91.1   89.2  87.9
 21000   112.0  97.5  95.1   94.1   93.3   93.4   91.1   89.8  88.5
 22000   112.8  97.6  95.1   93.9   93.2   92.8   91.6   89.8  87.5
 23000   114.8  97.2  95.1   94.0   94.0   93.2   91.9   90.2  88.6
 24000   114.7  97.7  95.5   94.1   93.3   93.2   92.4   90.9  89.6
 25000   114.2  97.8  95.6   94.7   93.9   95.0   91.6   90.1  88.3


The following table provides the average ME305 day values by parity
group for different productivity levels.

ME 305 Values by Rolling Herd Average and Lactation

                         Rolling Herd Average (x 1000)

Lactation   < 16    6-18    18-20   20-22    22-24     > 24
 Number
                                ME305 d values

    1       16287  19273   21248   22828    23728     24104
    2       16360  19150   21206   22936    23903     24515
    3       16329  18940   20805   22462    23353     23939
   4+       15980  18572   20360   21940    22866     23391


This table provides the average fat percentage for different months
of lactation for 3 herd levels of fat production and for three
parity groups. The subsequent table provides the average protein
percent for the three different parity groups.


Fat Percentage Reference Curves

Lactation                      Month of Lactation
  Number    0    1    2    3    4     5     6    7    8    9    10
                        Rolling Herd Average s 3.5% Fat
    1     4.1   3.7  3.3  3.3  3.3   3.4   3.5  3.6  3.7  3.7   3.9
    2     4.0   3.5  3.2  3.2  3.3   3.4   3.4  3.6  3.7  3.8   3.9
    3     4.1   3.6  3.2  3.2  3.3   3.3   3.4  3.5  3.6  3.7   3.9
                        Rolling Herd Average 3.6-3.7% Fat
    1     4.2   3.8  3.4  3.4  3.4   3.5   3.6  3.7  3.8  3.9   4.0
    2     4.2   3.7  3.3  3.4  3.5   3.5   3.6  3.7  3.8  3.9   4.0
    3     4.4   3.9  3.5  3.4  3.5   3.5   3.6  3.7  3.7  3.8   3.9
                        Rolling Herd Average s 3.8% Fat
    1     4.4   4.0  3.6  3.6  3.7   3.7   3.8  3.9  4.0  4.1   4.2
    2     4.4   3.9  3.6  3.6  3.7   3.7   3.8  3.9  4.0  4.1   4.2
    3     4.5   4.0  3.6  3.6  3.7   3.7   3.8  3.9  3.9  4.0   4.1


Protein Percentage Reference Curves

Lactation                    Month of Lactation
Number
            0    1    2    3    4     5    6    7    8    9    10
                                % Protein
  1        3.4  3.1  3.0  3.0  3.1   3.2  3.2  3.3  3.4  3.4   3.5
  2        3.5  3.1  3.0  3.0  3.1   3.2  3.3  3.3  3.4  3.5   3.7
  3        3.4  3.1  2.9  3.0  3.1   3.2  3.3  3.3  3.4  3.5   3.6


                         Linear Score Reference Values

     The following linear score tables were generated for 5 groups
of herds based on their average linear score values. Each table
provides the average linear score, percent of the herd in each
linear score class, and the average linear score by stage of
lactation for each parity group. These data are reprinted from
Animal Science Mimeo 124.


EXCELLENT TOP 20% OF HERDS

    LACT    AVG       LlNEAR SCORE DlSTRlBUTlON BY    AVERAGE LS BY
    NO      LS     LACTATlON NUMBER, LAST 12 MO 1%)   STAGE OF
LACT.

                 2-    3    4      5    6      7+   Early  Mid Late

 1          2.4  57    23   10     4    2      2    2.5    2.2  2.4
 2          2.5  51    23   13     5    2      2    2.1    2.2  2.9
 3          2.7  42    23   15     7    3      2    2.2    2.4  3.1
 4 & OVER   3.1  34    21   17    10    5      5    2.7    2.7  3.4
 All        2.8  50    24   14     6    3      3    2.6    2.5  3.0



                           VERY GOOD 20-40% OF HERDS

    LACT    AVG       LINEAR SCORE DISTRIBUTION BY    AVERAGE LS BY
    NO      LS     LACTATlON NUMBER, LAST 12 MO 1%)   STAGE OF
LACT.

                  2-   3    4      5    6     7+   Early  Mid Late

 1          2.8  51    25   13     6    3      3    2.9    2.6  2.8
 2          3.0  43    25   17     8    4      3    2.7    2.7  3.4
 3          3.3  35    24   19    11    6      5    2.8    3.0  3.7
 4 & OVER   3.8  27    22   20    14    9      9    3.5    3.5  4.1
 ALL        3.2  39    24   17     9    5      5    3.1    3.0  3.5


                       GOOD or AVERAGE 40 - 60% OF HERDS

    LACT    AVG       LINEAR SCORE DISTRIBUTION BY    AVERAGE LS BY
    NO      LS     LACTATION NUMBER, LAST 12 MO 1%)  STAGE OF LACT.

                  2-   3    4      5    6    7+   Early   Mid  Late

 1         3.0   44    26   16     7    4     3     3.1    2.8  3.1
 2         3.4   34    25   19    11    6     5     2.9    3.1  3.7
 3         3.7   27    24   21    14    8     7     3.4    3.4  4.1
 4&OVER    4.2   20    19   21    16   11    12     3.8    4.0  4.5
 ALL       3.6   32    24   19    12    7     7     3.4    3.3  3.8


                             FAIR 60-80% OF HERDS

   LACT    AVG    LINEAR SCORE DISTRIBUTION BY     AVERAGE 1-5 BY
   NO      LS     LACTATION NUMBER, LAST 12 MO (%)  STAGE OF LACT.

                 2-   3    4    5      6      7+  Early  Mid   Late

1          3.3   35   28   19   10     5      4   3.2    3.1   3.4
2          3.7   26   24   21   14     8      6   3.1    3.4   4.1
3          4.1   20   21   22   17    10     10   3.4    3.8   4.5
4 & OVER   4.6   14   17   20   19    14     16   4.2    4.4   4.9
ALL        3.9   24   22   20   15     9      9   3.7    3.7   4.2

                        POOR BOTTOM 80 - 100% OF HERDS

   LACT    AVG      LINEAR SCORE DISTRIBUTION BY    AVERAGE LS BY
   NO      LS     LACTATlON NUMBER, LAST 12 MO 1%)  STAGE OF LACT.

                 2-   3    4    5       6    7+   Early  Mid   Late

1          3.8   23   26   22   14      8     7    3.3    3.5   3.9
2          4.3   14   19   22   19     13    11    3.6    4.1   4.6
3          4.7   10   16   21   21     16    16    3.8    4.5   5.0
4&OVER     5.2    7   11   17   21     19    25    4.6    5.0   5.5
ALL        4.6   13   18   20   19     14    16    4.2    4.4   4.9



                                   ALL HERDS

                    LINEAR SCORE DISTRIBUTION BY    AVERAGE LS BY
   NO      LS   LACTATlON NUMBER, LAST 12 MO 1%)    STAGE OF LACT.
                 2-   3    4     5     6     7+  Early  Mid   Late

1          3.1   42   25   16    8      4     4   3.0     2.9  3.1
2          3.4   34   23   19   11      7     6   2.9     3.1  3.7
3          3.7   27   22   20   14      8     8   3.1     3.4  4.1
4 & OVER   4.1   20   18   19   16     12    13   3.8     3.9  4.5
ALL        3.6   32   22   18   12      8     8   3.4     3.4  3.9


Reproduction

     The following reproduction benchmarks are theoretical values.
They were generated using a simulation model developed by Oltenacu
et al. (Agricultural Systems 5:193; 1980). This model has been most
recently used by Ruiz et al. to evaluate the cost-benefit of
on-farm milk progesterone testing (Journal of Dairy Science
75:1036; 1992).

     For these determinations, the average first service conception
rate was 46.6% and the overall conception rate was 44.5%. In this
simulation, all cows are bred up to 5 times which will slightly
inflate the services per conception seen below.

Average days to first service.

Voluntary Wait                     Heat Detection Rate
Period                  35%               55%              75%
(days)
                                  Days to First Service
       40              77.4              67.8             60.7
       55              95.0              81.5             72.7
       70             103.6              94.9             86.2


Percent of cows not bred by 80 days in milk

Voluntary Wait                     Heat Detection Rate
Period
(days)             35%              55%               75%
                                     Percent of cows
       40              34.8              27.3             12.7
       55              55.8              41.0             23.6
       70              81.7              71.2             67.8


Percent of cows not confirmed pregnant by 140 days in milk

Voluntary Wait                     Heat Detection Rate
Period            35%               55%              75%
(days)
                                    Percent of cows
       40              10.2              5.8              3.2
       55              11.4              6.6              2.6
       70              11.2              7.2              3.4


Average calving interval

Voluntary Wait                     Heat Detection Rate
Period            35%              55%               75%
(days)
                                       Months

       40              13.1             12.6             12.1
       55              13.3             12.8             12.5
       70              13.8             13.4             12.9



The following tables provide a break-down of the reported reasons
for culling. The values are expressed as a percent of the average
number of cows in the herd.

         Distribution of non-dairy culling by rolling herd average.

                                   Rolling  Herd Average
Reported Reason     < 16   16-18     18-20       20-22  22-24  < 24
                                                                  
                       Percent of Cow
Low Production         2.6     2.9     2.7        3.2    3.2   3.4
Reproduction           4.1     4.8     4.9        5.0    4.8   4.9
Mastitis               1.7     2.1     2.2        2.6    2.7   1.9
Feet & Legs            1.1     1.2     1.4        1.5    1.8   1.9
Udder                   .8     1.0     1.3        1.4    1.7   1.7
Disposition             .1     0.1     0.2        0.2    0.1   0.1
Health                 2.8     3.0     3.2        3.2    3.4   3.5
Beef                  12.7    13.3    12.9       12.0   12.2  10.9
Abortion                .3     0.4     0.5        0.6    0.6   0.6
Injury                 1.0     1.2     1.4        1.4    1.4   1.1
Other                  2.7     3.0     3.0        2.9    2.9   2.9


             Distribution of non-dairy culling by herd size class.
                                   Herd Size

Variable       20-30  30-50  50-75  75-100  100-175  175-350  >350

                                   Percent of Cows
Low Production  2.6    2.6    2.7     2.7     3.2      3.6     5.4
Reproduction    4.9    4.8    4.7     4.8     4.9      5.1     4.8
Mastitis        2.3    2.3    2.1     2.1     2.5      2.5     3.2
Feet & Legs     1.1    1.2    1.3     1.3     1.6      2.1     2.3
Udder           0.8    1.2    1.2     1.2     1.1      1.5     1.8
Disposition     0.3    0.2    0.2     0.1     0.1      0.1     0.1
Health          2.9    3.0    2.9     2.9     3.6      4.0     4.6
Beef           12.8   12.2   13.2    13.2    12.6     10.8     6.6
Abortion        0.1    0.4     0.4    0.4     0.5      0.6     0.8
Injury          1.3    1.4     1.3    1.2     1.2      1.1     1.6
Other           3.1    2.9     2.8    2.9     3.1      3.1     3.3


Non-dairy culling includes all cows that left the herd for other
than DAIRY purposes.


%f TITLE;BENCHMARKS AND GOALS FOR NeDHIA DATA
%f COLLECTION;DAIRY HERD IMPROVEMENT
%f ORIGIN;CORNELL UNIVERSITY
%f DATE_INCLUDED;OCTOBER, 1993
%t BENCHMARKS AND GOALS FOR NeDHIA DATA