Category Archives: Research

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Japan’s left-side story

If you’re a left-handed hitter in Japan or a middle infielder, or worse a left-handed-hitting middle infielder, stop thinking about driving or pulling the ball immediately, before your deviance is discovered and you become an NPB pariah.

After observing that the population of domestic left-handed and right-handed hitters in NPB are not mirror images of each other, I asked Tom Tango (@tangotiger) if this was the same in MLB. He responded that with the exception of a higher proportion of base stealers among left-handed hitters in MLB, there was no significant difference in the populations.

A Japanese left-handed hitter picked at random is much more likely to be a base stealer, much less likely to hit a home run and less likely to strike out than a randomly chosen right-handed hitter.

To get a better look at this phenomenon, I looked at every 300 plate-appearance season in NPB since 1950 and measured how many standard deviations that player was from the year’s mean among players with 300-plus plate appearances.

Then for every player with 750 or more career games, I took the average of his annual variations from each year’s mean in two categories, strikeouts divided by plate appearances, and home runs divided by hits.

Hall of Fame slugger Sadaharu Oh, for example, averaged a strikeout rate variation of -.19 standard deviations from the mean among his 21 seasons with 300-plus plate appearances. He did this while his home run frequency variation was 2.78 standard deviations above the mean.

None of the other seven players whose average career HR variance was +2 standard deviations or more averaged being within half a standard deviation of the strikeout mean.

When you plot left-handed and right-handed hitters on a scatter plot, you see that left-handed hitters mostly occupy the low-strikeout, low-home run quadrant, while right-handed hitters are more evenly distributed. But middle infielders — especially left-handed-hitting middle infielders are even more skewed. Thirty-three of these lefty-swinging middle infielders made the study. Not a single one had an average home run variance better than the mean. Zero.

Kenjiro Nomura has the highest average HR variance of any left-handed-hitting shortstop. The former Hiroshima Carp averaged -.26 standard deviations — his reputation for a power-and-speed type coming from his 1995 season when he socked 32 of his 169 career home runs.

The highest career figure for a lefty-hitting second baseman (-.11) was for Mitsutaka Goto, who played with Orix and Rakuten. Of the 59 right-handed-hitting second basemen in the study, 12 are above average, while 11 of the 71 righty-swinging shortstops were above average.

The tables below are for middle infielders and other players, with the upper lower-left quadrants representing few strikeouts and home runs, and the upper right quadrants above average home runs and strikeouts. Oh isin the upper left quadrant, while players who strike out but don’t hit for power are in the lower right.

Having never studied the subject of platoon advantages in any serious fashion, I was really surprised by the degree to which left-handed hitters spend most of their time hitting off right-handed pitchers. It is fairly obvious when you think about it, but I didn’t bother to look until Tango mentioned the platoon advantage.

He said, and I’m paraphrasing rather than looking up his tweet, that when facing pitchers with the platoon advantage, left-handed and right-handed hitters created essentially the same weighted on base average — in other words, they were equal in value.

That isn’t the case in Japan — at least not among domestic hitters. Left-handed Japanese hitters are more likely to be singles hitters, who tend to hit the ball on the ground to the opposite side of the field. With the platoon advantage in 2018, home runs accounted for 9.1 percent of hits by left-handed hitters, but 14.8 percent of the hits by right-handed batters.

Does NPB type caste?

Three different things resonated with me recently and led to me wonder if NPB or perhaps the Japanese baseball community as a whole is molding players into particular types based on their size, speed and which side of the plate they bat from.

The first occurred during the summer while talking to foreign pitchers about their adjustments to NPB. Many, but all, mention a steep learning curve in figuring out how to put away guys who can foul off one two-strike pitch after another until the pitcher either hangs one in the zone or walks him.

This is a common type in Japan, perhaps best typified by Takuya Nakashima of the Nippon Ham Fighters, a guy who rarely drives the ball, but thrives on making contact and going the opposite way. Rather than being a home run threat, these guys are more a threat to pitchers’ mental health. What surprised me, however, was the comment, repeated a few times that these guys were left-handed hitters.

As the Texas Rangers’ Chris Martin pointed out recently when in Japan with the touring MLB All-Stars, there are right-handed hitters who belong to this class such as one of my favorite grinders, Keizo Kawashima of the SoftBank Hawks.

Toward the end of the season, I caught up with Kawashima at MetLife Dome and asked if he practiced fouling off pitches.

“No. Of course not,” he said. “OK. Not in batting practice. When I want to practice that, I do it off a machine.”

Thirteen years or so ago, at Yokohama Stadium prior to an interleague game between against the Yokohama BayStars, Lotte Marines skipper Bobby Valentine said, “Watch this guy (1.73-meter Hitoshi Taneda). He’s trying to hit them foul.”

And sure enough, Taneda fouled off a half-dozen pitches in a row to the first-base side. I don’t know yet if Kawashima and Taneda are exceptions to the rule, and I didn’t give it much thought until a few weeks ago.

I was wondering whether Koshien Stadium still cut down left-handed hitters power. A cursory look said it did, since the home run percentage of right-handed hitters was vastly better than it was for lefties. OK. Well how does that vary in other parks?

In every NPB park, right-handers hit home runs more often, because in NPB, a higher percentage of right-handed hitters hit for power.

In 2018, the median of home runs per hit for right-handed hitters with 300-plus plate appearances was 10.45 percent. For left-handed hitters, it was 7.81 percent. This wasn’t a one-year phenomenon. Power hitters have made up a smaller portion of the left-handed-hitting population in all but about 10 years over the past 68. Since foreign hitters are often selected for their ability to hit home runs, I have excluded foreign-registered players from the pool.

The third thing that struck me and helped make a chord out of these disparate themes was a memory, the memory of Ichiro Suzuki’s first career home run.

To make a long — but good — story short. Suzuki hit a solo homer in a close game against Hideo Nomo and the Kintetsu Buffaloes, and was banished to the minors by then Orix manager Shozo Doi because that wasn’t the kind of hitter he was supposed to be. He was a speedy defensive asset who was supposed to be able to go the other way and steal bases I suppose.

Annual median of HRs per hit among left- and right-handed hitters from 1950 to 2018 in NPB.

If more left-handed hitters are being pushed into a slap-hitting role, then one would expect that the median of the left-handed-hitting population would strike out less. This also appears to be true. The following table, gives the median for Ks per PA for LHB (blue) and RHB (red) with 300 PAs in each season from 1950 to 2018.


Annual median of K per PA among left- and right-handed hitters from 1950 to 2018 in NPB.

While I was at it, I did the medians for sacrifice bunts per plate appearance, stolen base attempts per times on first base, and triples as a percentage of hits. I will present these below. The big surprise is that a higher proportion of right-handed hitters have been bunting, and since 1989, a higher percentage of LHB have been would-be base stealers.


Annual median of SH per PA among left- and right-handed hitters from 1950 to 2018 in NPB.

Annual median of SB attempt per time on first base among left- and right-handed hitters from 1950 to 2018 in NPB.

It’s not a surprise that left-handed hitters are more likely to be triples hitters than right-handers. I guess the surprise is that from 1960 to 1969, there was virtually no difference between the two.


Annual median of triples per hit among LHB and RHB from 1950 to 2018 in NPB.