Hitting is contagious: experience and action induction

In baseball, it is believed that "hitting is contagious," that is, probability of success increases if the previous few batters get a hit. Could this effect be partially explained by action induction--that is, the tendency to perform an action related to one that has just been observed? A simulation was used to investigate the effect of inducing stimuli on batting performance for more-experienced (ME) and less-experienced (LE) baseball players. Three types of inducing stimuli were compared with a no-induction condition: action (a simulated ball traveling from home plate into left, right, or center field), outcome (a ball resting in either left, right, or center field), and verbal (the word "left", "center", or "right"). For both ME and LE players, fewer pitchers were required for a successful hit in the action condition. For ME players, there was a significant relationship between the inducing stimulus direction and hit direction for both the action and outcome prompts. For LE players, the prompt only had a significant effect on batting performance in the action condition, and the magnitude of the effect was significantly smaller than for ME. The effect of the inducing stimulus decreased as the delay (i.e., no. of pitches between prompt and hit) increased, with the effect being eliminated after roughly 4 pitches for ME and 2 pitches for LE. It is proposed that the differences in the magnitude and time course of action induction as a function of experience occurred because ME have more well-developed perceptual-motor representations for directional hitting.     

Psychology and “The Babe”

Psychologists and baseball players were among those Americans who formed professional associations in the last quarter of the nineteenth century. Psychologists used laboratory tasks to quantify mental and behavioral processes while sportswriters and baseball organizers measured individual and team performance. The most popular baseball player of the 1920s, George Herman “Babe” Ruth, possessed superior batting skills that were evident in the statistical indices of baseball performance. In 1921, he was brought to the psychological laboratory at Columbia University to perform standard laboratory tasks in an effort to discover the basis for his success in hitting home runs and to suggest the potential of tests for identifying future baseball stars. Baseball's addiction to quantitative indices of performance was thus brought together with a new science devoted to quantitative assessment and a desire to make such assessments useful. The attempt to analyze the basis of Ruth's batting skills is part of the history of applied psychology, sport psychology, and popular interest in the science of psychology. © 1998 John Wiley & Sons, Inc.     

"Markov at the bat": a model of cognitive processing in baseball batters

Anecdotal evidence from players and coaches indicates that cognitive processing (e.g., expectations about the upcoming pitch) plays an important role in successful baseball batting, yet this aspect of hitting has not been investigated in detail. The present study provides experimental evidence that prior expectations significantly influence the timing of a baseball swing. A two–state Markov model was used to predict the effects of pitch sequence and pitch count on batting performance. The model is a hitting strategy of switching between expectancy states using a simple set of transition rules. In a simulated batting experiment, the model provided a good fit to the hitting performance of 6 experienced college baseball players, and the estimated model parameters were highly correlated with playing level.     

Violence and race in professional baseball: Getting better or getting worse?

The purpose of this study was to examine the relationship between race and violence in the context of professional baseball. Specifically, I used the number of times a batter was hit by a pitch (per plate appearance) as an indicator of being the victim of an indirect violent act. Archival data were gathered from 4,273 players from 1950 to 1997, yielding 27,022 individual records. Even after controlling for player ability and league rules, race was a significant predictor of being hit. Specifically, from 1950 to 1997, the rate at which Blacks were hit was approximately 7.5% greater than the rate for Whites. The rate at which Hispanics were hit was approximately 7.6% greater than the rate for Whites. Testing year as a moderator revealed that the Black‐White difference was much greater in the 1950s and 1960s. From 1970 to 1989, race was not a significant predictor of being hit. Contrary to the hypotheses, from 1990 to 1997, Whites and Hispanics were hit at a significantly higher rate than Blacks (23.0% and 29.0%, respectively). Additional analyses revealed no relationship between pitcher race and batter race in hit‐by‐pitch events from 1997 to 1999. The findings are discussed with respect to group threat theory and the distinction between covert and overt aggression. Aggr. Behav. 28:109–116, 2002. © 2002 Wiley‐Liss, Inc.     

A relative age effect in men's but not women's professional baseball: 1943-1954

Birthdates of professional female and male baseball players active from 1943 to 1954 (the beginning and final years for professional female leagues) were matched for year of birth and league years and then compared by birth quarters, with a cutoff date beginning August 1. A relative age effect was noted for males, as there was a significantly different distribution of players across birth quarter, but there was no such effect for female professionals. Since players were matched for birth year and league play, the difference was unlikely to be due to seasonality differences in birth. Instead, the absence of a "relative age" effect for female players can be attributed to the absence of organized adolescent baseball for girls prior to the establishment of professional baseball leagues for women.     

Sport-specific decision-making in a Go/NoGo reaction task: difference among nonathletes and baseball and basketball players

The present study examined whether Go/Nogo reaction time (RT) is a relevant index of the sport expertise relating to sport-specific decision-making. 57 male university students, 20 basketball players, 24 baseball players, and 13 sedentary students as a control group, performed a Simple RT task and Go/NoGo RT task which had baseball specific stimulus-response relations. Participants in baseball and basketball differed further in having high, medium, and low experience in the sports. For comparisons across sports, the basketball and the baseball players had significantly shorter reaction times than the nonathletes in both tasks. In contrast, reaction times varied significantly across experience for the baseball players in the Go/NoGo RT task but not for basketball players. These results suggested that Go/NoGo RT could be used as an index of expertise for sport-specific decision-making, if stimulus-response relation in Go/NoGo RT task has a natural relation for a particular sport-domain.     

Behavior of college baseball players in a virtual batting task

A baseball batting simulation was used to investigate the information used to hit a baseball. Measures of spatial and temporal swing accuracy were used to test whether batters (a) use speed to estimate pitch height, (b) initiate a constant swing duration at a fixed time to contact, (c) are influenced by the history of previous pitches and pitch count, and (d) use rotation direction. Batters were experienced college players. Pitch speed variance led to predictable spatial errors, and spatial accuracy was worse than temporal accuracy. Swing duration was generally variable. The history of the previous 3 pitches and the pitch count had significant effects on accuracy, and performance improved when rotation cues were added. There were significant effects of expertise on hitting strategy.     

Acceptable timing error at ball-bat impact for different pitches and its implications for baseball skills

In baseball hitting, batters need high precision timing control to hit the ball with bat’s sweet spot. Knowing the acceptable range of timing error for hitting the ball in the aimed direction for various pitch types is helpful to understand whether the cause of the batter's mis-hit is a spatial or temporal error and highlight the motor skills required by the batter. The purpose of this study was to determine the acceptable timing error in different baseball pitches and the impact characteristics of mis-hits. Twenty-six high school baseball players hit a ball launched from a pitching machine with three types of pitches: fastballs, curveballs, and slowballs. We recorded the three-dimensional behavior of the ball, bat, and human body (pelvis) using an optical motion capture system. We then defined the optimal impact location based on timing accuracy, and determined the acceptable range of timing error by the interactive relationship between the horizontal orientation of the bat’s long axis at the time of ball impact and the horizontal direction of the batted ball. The ±30° width in the horizontal direction of the batted ball was set as the precondition for the tolerance of timing. The acceptable timing error was ±7.9 ms for fastballs, ±10.7 ms for curveballs, and ±10.7 ms for slowballs, and the optimal timing for outside pitches was approximately 10 ms later than that for inside pitches. The timing error was also explained 38.1% by variation in the impact location along the long axis of the bat (R² = 0.381, P < 0.001) and was minimized at a position close to the bat’s sweet spot. These results suggest that the optimal impact location and acceptable range of timing error depend on the pitching course and speed and that timing accuracy is essential to achieve the spatial accuracy required to hit the ball at the bat’s sweet spot.     

The "birthday blues" in a sample of major league baseball players' suicides

Among 74 major league baseball players known to have committed suicide, 17 occurred within 28 days of the players' birthdays as compared to an expected number of 11.4.     

Predicting athletic performance from cardiovascular indexes of challenge and threat

This study examined the relationship between pre-performance motivational states (challenge vs. threat) and subsequent performance in athletic competition. Prior to the season, college baseball and softball players imagined and gave a speech about a specific baseball/softball playing situation while cardiovascular indexes of challenge and threat were recorded. These physiological challenge/threat indexes significantly predicted athletic performance during the subsequent season, such that players who experienced challenge in the laboratory performed better relative to those who experienced threat. The implications for personnel selection and the biopsychosocial model of challenge and threat are discussed.     

Manual laterality and hitting performance in major league baseball.

Asymmetrical hand function was examined in the context of expert sports performance: hitting in professional baseball. An archival study was conducted to examine the batting performance of all Major League Baseball players from 1871 to 1992, focusing on those who batted left (n = 1,059) to neutralize the game asymmetry. Among them, left-handers (n = 421) were more likely to hit with power and to strike out than right-handers (n = 638). One possible account, based on the idea of hand dominance and an analogy to tennis, is that batting left involves a double-handed forehand for left-handers and a weaker and more reliable double-handed backhand for right-handers. The results are also interpretable in the light of Y. Guiard's (1987) kinematic chain model of a between-hands asymmetrical division of labor, which provides a detailed account of why left batting is optimal for left-handers.     

Birth month and suicide among major league baseball players

We examined the association between month of birth and completed suicides among major league baseball players (N = 76). More than twice as many players born in August committed suicide (N = 19) than any other birth month. This association was statistically significant when birth month was corrected for differences in days of the month. The differences were even larger when expressed in terms of birth month for those committing suicides divided by number of major league players born in each month. The association between birth month and suicide raises the possibility that prenatal factors may influence the inclination for suicide later in life.     

Pitching and clutch hitting in Major League Baseball: What 109 years of statistics reveal

ObjectivesTheory on performance under pressure in sport has proposed that an athlete may be disrupted psychologically when distracted, or when explicitly monitoring too much the skills involved (Beilock & Carr, 2001; Masters, 1992). Research has also suggested that the extent to which an athlete allows pressure to impact performance may be greater for skills of increased complexity, such as hitting a baseball (Kinrade, Jackson, Ashford, & Bishop, 2010; Masters, Polman, & Hammond, 1993). Accordingly, hypotheses for the current study were that baseball hitters would be more susceptible to pressure-induced performance changes than pitchers, whose skills are less based in hand-eye coordination.Design & methodAn archival design was employed, accounting for 109 years of historical baseball data at both the team and individual levels.ResultsIn line with hypotheses, for players with a minimum of 10 postseason innings pitched in a single year (n = 835) pitching statistics were significantly correlated from regular season (less pressure) to postseason (more pressure). For those with a minimum of 20 postseason at bats in a year (n = 1731), hitting statistics were similarly correlated from season to postseason; overall, however, the weakest such relationship was batting average. For teams (n = 370), regular season pitching was expected to be the best predictor of postseason success rates; this hypothesis was supported, but only for the most recent era of baseball history (1995–2011).ConclusionsThe data imply that, while hitting should not be wholly neglected, a successful, clutch baseball team should be built primarily around pitching.     

The use of anticipatory visual cues by highly skilled tennis players

The authors examined 13 skilled and 12 novice tennis performers' ability to use visual information of an opponent's movement pattern to anticipate and respond. In Experiment 1, skilled and novice players anticipated the type of stroke and the direction in which the ball was hit in a highly coupled perception-action environment. Both groups of players correctly anticipated at greater than chance levels. Skilled players were significantly more accurate than novices with live and video displays but not with point-light displays. In Experiment 2, the reaction latencies of 10 expert performers were significantly faster when they returned balls hit by a live opponent than when they returned balls projected from a cloaked ball machine. The findings indicate that experts are able to use movement-pattern information to determine shot selection and to use that information to significantly reduce their response delay times. The findings are discussed in terms of perception-action coupling in time-stress activities.     

Performance-Enhancing Drug Use in Baseball: The Impact of Culture

Few sports-related events have generated as much controversy as the steroid crisis in baseball. Both ardent fans and casual observers wonder why professional baseball players would choose to use such substances when their use was viewed as outside the bounds of fair play. This article attempts to answer that question by applying concepts from the area of organizational culture. Understanding the culture of baseball and the ways leaders embedded and strengthened that culture adds insight into the decisions by athletes to engage in steroid use. In general, such use was consistent with the already-existing culture. In addition, key decisions and events likely created the conditions in which steroid use was more likely.     

The Relationship Between Visual Anticipation and Baseball Batting Game Statistics

Visual anticipation of pitch type in single-A minor league baseball batters (N = 34) was measured using video-based temporal occlusion and correlated with real-world batting statistics. Anticipation of overall pitch type at front-foot impact was significantly correlated with base-on-balls percentage (r =.35), whereas anticipation of fastball/change-up combination at ball release was significantly correlated with base-on-balls percentage (r =.37) and on-base percentage (r =.37). Findings indicate that anticipation is likely one component of baseball batting performance. This helps consolidate a recent expert anticipation model of striking sports. Application of occlusion methodology to player develop programs is discussed.     

Relation of handedness with season of birth of professional baseball players revisited

We reexamined the relationship between month and season of birth and handedness in male professional baseball players listed in Lahman's Baseball Archive Vol. 4.5 database. The sample of 8,016 individuals (left-handed = 1,658; right-handed = 6,358) played major league baseball between 1900-2001. A slightly higher, but statistically significant, percentage of left-handed players were born in June compared to other months, and in the winter-spring months, but we were unable to corroborate Rogerson's spring and early summer categorization of handedness as related to birth season. The data did not support the hypothesis that the prevalence of left-handedness is related to season of birth.     

The Effects of Final-Offer Arbitration on the Performance of Major League Baseball Players: A Test of Equity Theory

This study examined potential motivational processes of major league baseball players participating in final-offer arbitration. For baseball players, finaloffer arbitration entails both the player and the team management submitting a nonnegotiable salary figure to an impartial arbitrator. Based on the evidence proferred by the respective parties, the arbitrator adopts either the player's or team's salary figure as the player's compensation for the upcoming season. Using an equity theory perspective, we found support for the prediction that postarbitration player performance was linked to the arbitrator's decision and to the discrepancy between the player's salary request and the team's salary offer. The study's results were discussed in terms of general implications for equity-theory research.     

Common Ground and Cultural Prominence: How Conversation Reinforces Culture

ABSTRACT— Why do well-known ideas, practices, and people maintain their cultural prominence in the presence of equally good or better alternatives? This article suggests that a social-psychological process whereby people seek to establish common ground with their conversation partners causes familiar elements of culture to increase in prominence, independently of performance or quality. Two studies tested this hypothesis in the context of professional baseball, showing that common ground predicted the cultural prominence of baseball players better than their performance, even though clear performance metrics are available in this domain. Regardless of performance, familiar players, who represented common ground, were discussed more often than lesser-known players, both in a dyadic experiment (Study 1) and in natural discussions on the Internet (Study 2). Moreover, these conversations mediated the positive link between familiarity and a more institutionalized measure of prominence: All-Star votes (Study 2). Implications for research on the psychological foundations of culture are discussed.