Hitting and temperature

Baseball games in March lead to this possibility - Doug Pensinger

The effect of temperature on hitting is very real, but how much of it is really temperature-related vs. park-related?

Opening Day in baseball is taking a different twist in 2014--the first Opening Day was the two-game series between the Dodgers and Diamondbacks in Sydney, Australia over the weekend of March 22nd-23rd. The second Opening Day will be this coming Sunday in a game between the Dodgers and Padres, allowing the Dodgers to participate in two Opening Days. The real Opening Day will be on Monday, March 31st, and any time baseball is played in March, weather can play a role.

Baseball-Reference has game time weather data going back to 1990. This chart shows a variety of metrics and how they change as temperatures increase:

Temperature G BA SLG ISO HR/AB
Less than 40 310 .251 .383 .132 .023
40-49 2186 .255 .389 .134 .024
50-59 7530 .255 .395 .140 .026
60-69 20808 .257 .401 .143 .028
70-79 30500 .264 .415 .151 .030
80-89 22944 .269 .428 .159 .032
90+ 6110 .277 .445 .169 .034

This does not include domes or retractable domes that were closed the best that I could tell.

Reasons why hitting improves with higher temperature are many and varied, such as physics (this article from Baseball Prospectus by Dr. Alan Nathan is viewable by BP subscribers only), comfort level of the hitter, pitcher grip on the ball and numerous other factors. Batting average goes up by a full 20+ points (I'll discount the under-40 games due to small sample size), slugging by almost 60 points and isolated power by almost 30 points.

This chart shows home runs per at-bat by individual temperature point:


This is a case where cause and effect can be confused very easily. Since home runs increase with temperature, and really begin to take off when temperatures go above 90, it's helpful to see where games with temperatures over 90 degrees were played:

Stadium From To G HR/AB Max Temp BPF PPF
Rangers Ballpark
1994 2013 992 .037 106 105 105
Camden Yards (Baltimore)
1992 2013 612 .037 105 99 99
Kauffman Stadium (Kansas City)
1990 2013 464 .029 107 101 102
Busch Stadium (St. Louis)
1990 2005 438 .032 102 99 99
Chase Field (Arizona)
1998 2013 392 .035 106 105 105
Arlington Stadium (Texas)
1990 1993 264 .028 102 98 98
Turner Field (Atlanta)
1997 2013 238 .029 104 100 99
Coors Field (Colorado)
1995 2013 236 .044 100 116 117
Dolphin Stadium (Florida)
1993 2011 214 .029 96 98 98
Busch Stadium II (St. Louis)
2006 2013 198 .028 106 98 97
Qualcomm Stadium (San Diego)
1990 1999 154 .033 104 94 94
Veterans Stadium (Philadelphia)
1990 2003 136 .031 99 98 99
US Cellular Field (Chicago White Sox)
1991 2013 132 .036 100 101 100
Fenway Park (Boston)
1990 2013 122 .032 100 104 103
Atlanta-Fulton County Stadium 1990 1996 110 .028 102 104 103
Citizens Bank Park (Philadelphia)
2004 2013 104 .039 100 102 102
Nationals Park 2008 2013 104 .031 101 100 100
Cinergy Field (Cincinnati)
1990 2002 102 .038 103 103 103
Yankee Stadium II 1990 2008 100 .040 101 100 98

I show the park factors with some trepidation since there's an equal mix of hitter-friendly and pitcher-friendly parks included. When about 20 percent of the games played with temperatures of 90 degrees or above are played in hitter-friendly Rangers Ballpark, it's a legitimate question to ask what drives the numbers, the park or the temperature. Like almost everything else, it's both, as well as numerous other factors, not the least of which are the abilities of the players in the stadium.

This chart shows Opening Day dates for the vast majority of teams going back to 1900. The dates shown don't include dates when only one game was played:


A 162-game schedule and the gradual elimination of the Sunday doubleheader means games will have to be played in early April and even into March. As a whole baseball has been lucky as only around three percent of games have been played in temperatures below 50 degrees.

Both Chicago teams look like they'll luck out weather-wise when they open the season next week--the Cubs open in Pittsburgh (forecast calls for sunny and 61 degrees) and the White Sox open at home against the Twins (also 61 degrees but with a chance of rain). Both teams are likely to be offensively challenged this year as it is, and the chance of playing cold weather games at home won't help them any. Luckily, it hasn't happened much--out of the 2,268 games played in Chicago from 1990-2013, only 52 have been played in temperatures of 40 or below.

In the end, the old saw "They both have to play in it" holds true--if I did the research, there might be players who perform better in the extremes, but chances are it would be like most every other statistical area in that better players overcome no matter the weather. Even though home run rates may be lower in colder weather, home run hitters will still hit more home runs than non-home run hitters. Weather does have an impact on hitting--on both teams.


All data from Baseball-Reference.com

Follow Scott on Twitter @ScottLindholm

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