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Larger effort gains in weaker relay swimmers independent of their starting order

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Abstract

Members of sports teams often differ in their individual performance capabilities. While numerous laboratory studies have shown that especially less capable members exhibit larger effort gains in teams as compared to their individual performance, related findings in relay swimming remained ambiguous. Thus, this research aims to clarify whether relative strength among the team members represents an independent source of effort gains in swimming relays (i.e., faster swim times in the relay as compared to the individual race). Statistical analyses of relay swimming performances in elite-class (Study 1) and U.S. college (Study 2) competitions were conducted with a total N = 1,488 cases including 1,020 swimmers. We tested the hypothesis that weaker swimmers show larger effort gains in relays than stronger swimmers. The results of both studies correspond and confirm this hypothesis: Weaker relay members exhibit significantly larger effort gains than stronger swimmers. Thus, this study provides evidence for the relative strength hypothesis under real-world conditions. Based on our findings, and contrary to the prevailing preference of swimming coaches, we recommend that the strongest swimmers should not be positioned first in the serial order of the relay team.

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... A first line of research has shown that effort gains increase across the relay with the last members or anchors, who are often the fastest swimmers of the relay, typically showing the most pronounced effort gains (i.e., a serial position effect; Hüffmeier et al., 2020;. Beyond this serial position effect, a second, more recent line of research has demonstrated that the relative strength of the relay members also plays an independent and crucial role for the extent of exhibited effort gains: The weaker a relay member is relative to their teammates, the more pronounced their effort gains are (i.e., a relative strength effect, Braun et al., 2022; see also Osborn et al., 2012). ...
... However, motivation as an overarching construct encompasses the direction, intensity, and persistence of behavior (Geen, 1995). As the current study only studies the intensity and persistence of behavior, which together make up effort, we-in line with more recent research (Braun et al., 2022;Hüffmeier et al., 2022)-will use the term effort gains in this manuscript. this standard; Hertel et al., 2008;Kerr et al., 2007) may function as a mediator. ...
... Samples from such naturally restricted populations can typically not be recruited for quantitative research purposes to a satisfactory extent (i.e., the resulting sample size would not reach required levels of statistical power, see Skorski & Hecksteden, 2021). This may be a reason why no research so far has looked into the psychological mechanisms underlying the effort gains of the weakest relay members although these gains are a relevant and robust finding in Sport Psychology (Braun et al., 2022). To nevertheless study these mechanisms, we take a different approach in Study 1: We regress the weakest relay members' observed performance gains (i.e., their faster swimming times in the relay as compared to the individual competition) on their performance discrepancies vis-à-vis the second-weakest member. ...
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Members of swimming relays often show effort gains in relays (i.e., more effort and faster swimming times in the relay versus the individual competition). The weakest relay members typically exhibit the most pronounced effort gains. However, the underlying psychological processes are unclear. Prior research suggests social comparisons with stronger fellow relay members, perceived social indispensability, or a combination of both processes as plausible mediators. In Study 1, using linear-mixed-model and regression analyses on N = 239 observations from 222 elite US college swimmers, we found empirical support only for the social indispensability hypothesis. Study 2, a survey among N = 46 German national team swimmers, substantiated the results, because the athletes most often mentioned processes related to social indispensability as motivating them. Our findings offer theoretical conclusions for expectancy × value models on team member effort expenditure and practical implications for coaching and selecting the weakest members for swimming relays.
... 2,4,5 However, there are a few exceptions to this finding where the slowest swimmer (relative-strength hypothesis), regardless of positional leg, showed the most performance gain. 1,3,6 Additionally, one study showed the fastest swimmer in the first leg swam significantly slower than their individual times compared to the slowest. 6 Regardless of which hypothesis has more support, the dominant motivational factors theorized to influence individual effort in swimming relays are the perceived indispensability of the swimmer to the team and perceived ability comparisons with one's teammates. ...
... 1,3,6 Additionally, one study showed the fastest swimmer in the first leg swam significantly slower than their individual times compared to the slowest. 6 Regardless of which hypothesis has more support, the dominant motivational factors theorized to influence individual effort in swimming relays are the perceived indispensability of the swimmer to the team and perceived ability comparisons with one's teammates. 4,7,8 In the serial position hypothesis, the swimmer in the last position may perceive themselves to be most indispensable to the outcome because the other members have already finished their leg of the race, and there is no one who can compensate for them if they do not give their best effort. ...
... 2 In the relative strength hypothesis 1 , the slowest swimmer of the relay may swim faster compared to their individual times because they know they are the weakest link on the team and may not want to risk negative evaluation. 2,6,7 For coaches, recommendations from these championshipbased studies range from having the strongest swimmers in any position but first in the serial order of the relay team 6 to not having them go last unless they are highly motivated and see themselves as indispensable to the team outcome. 4 Does this knowledge, however, help coaches at the non-elite level and at non-championship meets in selecting a relayteam and its order? ...
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This study examined the moderating effects of efficacy beliefs and perceived indispensability on individual efforts in early-season collegiate swimming relays. Effort changes from swimmers’ individual best times to relay-leg times were compared as a function of relay members’ relative strength (i.e., fastest or slowest) and serial position (i.e., first or last leg). Participants (N = 199) were collegiate swimmers in 200, 400, or 800-yard freestyle relays at fall invitational meets providing 260 cases included for analysis. Individual lifetime best times, adjusted relay times, rank, serial position, and self-report measures (i.e., efficacy, perceived indispensability of their relay performance) were used for hierarchical multiple regressions. Results indicated that the slowest relay members came closer to their individual best times compared with their team members. The fastest members showed less effort change toward their individual best times than their team members. However, efficacy beliefs in one's teammates had a small positive moderating influence on the fastest members’ effort in relay performances. Based on our results, we recommend Division II and III collegiate coaches not be too concerned with positional order by particular rank at early season invitationals; instead, focus on how to obtain the most effort from each relay member. However, the slowest swimmers may perform better if not positioned first.
... Swimming relays have received increased attention from the scientific community due to the recent inclusion of new relay events (i.e., mixed relays) in the Olympic and World Swimming Championship programmes. In the last years, various studies have been conducted analysing competition data on pacing strategies in relay races (McGibbon et al., 2020), the line-up of relay teams in terms of team order strategy , effort gains possibly originating from increased motivation in relay teams (Braun et al., 2021(Braun et al., , 2022, as well as the specific race segment characteristics of relay events . ...
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Theoretical models of individual motivation in groups represent overt effort intentions as precursors of observable effort expenditure in a group context. We examined established triggers of group motivation gains in a scenario-based paradigm, exploring which of these triggers are already manifested at the level of effort intentions. We expected higher effort intentions during teamwork as compared with individual work when teamwork enabled one of the following processes: social compensation, social comparison, or social indispensability. Fifty-seven basketball players (Study 1) and 97 adolescents (Study 2) were asked to imagine individual and team sports situations and to indicate their intended effort in these situations. Features of the team situations were manipulated following a 2 (task demands: conjunctive vs. additive) × 4 (partner performance: inferior, equally strong, moderately superior, very superior) design. Results showed that social compensation, social comparison, and social indispensability were already at work at the level of overt effort intentions.
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Purpose Social support from fellow team members has been neglected as a unique source of process gains in teams. This paper seeks to introduce the Model of Social Support within Teams (MSST) that explicates testable hypotheses on effects of team partners' affective and task‐related support on team performance. Design/methodology/approach A theoretical model is proposed that specifies the psychological mechanisms by which affective and task‐related support from fellow team members evoke process gains in teams compared with individual work. Moreover, moderators and potential limits of these beneficial effects are described. The model integrates results from experimental research on behaviour in small groups with findings from field studies on organisational citizenship behaviour, team cognition, and efficacy beliefs at the individual and team level. Findings It is predicted that affective support predominantly increases individual members' motivation, while task‐related support predominantly improves coordination within teams. Moreover, various moderators (team members' dispositions, task design, team characteristics) are considered. Practical implications According to this analysis, social support can be an effective measure to trigger process gains in teams, and thus to increase team performance and organisational success. Concrete interventions to foster social support in teams are derived from the model, among them task design, consideration of social attitudes in selection and staffing, and team training. Originality/value This paper introduces a theoretical model explicating a previously neglected source of process gains in teams. In contrast with other sources of process gains, social support relates to the interaction among team members and integrates both motivation and coordination gains.
Article
Social cognitive theory adopts an agentic perspective in which individuals are producers of experiences and shapers of events. Among the mechanisms of human agency, none is more focal or pervading than the belief of personal efficacy. This core belief is the foundation of human agency. Unless people believe that they can produce desired effects and forestall undesired ones by their actions, they have little incentive to act. The growing interdependence of human functioning is placing a premium on the exercise of collective agency through shared beliefs in the power to produce effects by collective action. The present article analyzes the nature of perceived collective efficacy and its centrality in how people live their lives. Perceived collective efficacy fosters groups' motivational commitment to their missions, resilience to adversity, and performance accomplishments.
Article
The aim of the paper is to assess whether there is free-riding in teams when team production is sequential and when there is competition between teams. This a common case, which, however, has not been considered in the literature so far. We develop a model where team members contributing earlier have an incentive to free-ride more even when there is competition between teams. These predictions are tested on more than 300.000 observations on swimmers’ performance at competitions from all over the world. We find that swimmers in relays perform weaker as compared to their individual performance, and that earlier swimmers’ performance in relays is weaker relative to later swimmers. Our results suggest that competition does not solve the free-riding problem in team production with sequential contributions.
Article
The motivating effects of group work as compared with individual work are not restricted to the research laboratory but have recently been documented in existing groups performing meaningful tasks. Freestyle swimmers at the 2008 Olympics were shown to swim faster in relay groups than in the individual competitions when their contribution was highly instrumental for the relay group (i.e., indispensable) because of their serial position in the group. The present study replicated and extended this work, aggregating a larger sample from major sports events (N?=?199 freestyle swimmers) that also allowed for a competitive test between the instrumentality approach and explanations based on differences in the starting procedures of relay and individual competitions. Consistent with expectancy value models of effort expenditure in groups, swimmers were faster in the relay groups as compared with individual competitions only when (i) a swimmer's performance was highly instrumental for the group's performance (i.e., later serial position in the relay) and (ii) the group's performance was highly instrumental for a positive group outcome (i.e., the relay group had a good chance of winning a medal). The data were not consistent with an explanation of performance differences merely as a result of different starting procedures. Copyright (C) 2012 John Wiley & Sons, Ltd.
Article
Whereas negative effects of groups on individual motivation have been reported for many years, recent research has begun to show when and why working in a group can produce motivation gains compared to individual work. So far, this evidence has been limited to laboratory settings and rather simple tasks. Using data from swimming competitions at the 2008 Olympics, evidence is presented that motivation gains in groups also occur in field settings with more complex tasks. Based on an instrumentality × value approach, we expect that late positions in a relay trigger motivation gains in groups due to an increase in perceived indispensability for the group outcome. This idea has been initially tested in a pilot study with competitive swimmers, demonstrating that perceived indispensability for the relay outcome indeed increases with later serial positions in a relay. Moreover, the main study with data from the 2008 Olympics revealed performance times consistent with this pattern of indispensability perceptio
Article
This paper presents a simple and widely ap- plicable multiple test procedure of the sequentially rejective type, i.e. hypotheses are rejected one at a tine until no further rejections can be done. It is shown that the test has a prescribed level of significance protection against error of the first kind for any combination of true hypotheses. The power properties of the test and a number of possible applications are also discussed.
Article
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[Excerpt] Our objective in this chapter is to provide an integrative perspective on work groups and teams in organizations, one that addresses primary foci of theory and research, highlights applied implications, and identifies key issues in need of research attention and resolution. Given the volume of existing reviews, our review is not intended to be exhaustive. Rather, it uses representative work to characterize key topics, and focuses on recent work that breaks new ground to help move theory and research forward. Although our approach risks trading breadth for depth, we believe that there is much value in taking a more integrative view of the important areas of team research, identifying key research themes, and linking the themes and disparate topics closer together. To the extent that we identify new and necessary areas of theory development and research, the value of this approach will be evident.
Article
Many published papers include large numbers of significance tests. These may be difficult to interpret because if we go on testing long enough we will inevitably find something which is “significant.” We must beware of attaching too much importance to a lone significant result among a mass of non-significant ones. It may be the one in 20 which we expect by chance alone. Lee et al simulated a clinical trial of the treatment of coronary artery disease by allocating 1073 patient records from past cases into two “treatment” groups at random.1 They then analysed the outcome as if it were a genuine trial of two treatments. The analysis was quite detailed and thorough. As we would expect, it failed to show any significant difference in survival between those patients allocated to the two treatments. Patients were then subdivided by two variables which affect prognosis, the number of diseased coronary vessels and whether the left ventricular contraction pattern was normal or abnormal. A significant difference in survival between the two “treatment” groups was found in those patients with three diseased vessels (the maximum) and abnormal ventricular contraction. As this would be the subset of patients with the worst prognosis, the finding would be easy to account for by saying that the superior “treatment” …
Advances in experimental social psychology
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