Attacking Key Performance Indicators in Soccer: Current Practice and Perceptions from the Elite to Youth Academy Level

Key Performance Indicators (KPIs) are used to evaluate the offensive success of a soccer team (e.g. penalty box entries) or player (e.g. pass completion rate). However, knowledge transfer from research to applied practice is understudied. The current study queried practitioners (n = 145, mean ± SD age: 36 ± 9 years) from 42 countries across different roles and levels of competition (National Team Federation to Youth Academy levels) on various forms of data collection, including an explicit assessment of twelve attacking KPIs. 64.3% of practitioners use data tools and applications weekly (predominately) to gather KPIs during matches. 83% of practitioners use event data compared to only 52% of practitioners using positional data, with a preference for shooting related KPIs. Differences in the use and value of metrics derived from positional tracking data (including Ball Possession Metrics) were evident between job role and level of competition. These findings demonstrate that practitioners implement KPIs and gather tactical information in a variety of ways with a preference for simpler metrics related to shots. The low perceived value of newer KPIs afforded by positional data could be explained by low buy-in, a lack of education across practitioners, or insufficient translation of findings by experts towards practice.Key points

• Soccer practitioners collect data and evaluate performance in a variety of ways depending on the level of competition and their role within a club or federation.
• Practitioners reported a preference for shooting related metrics gathered by event data compared to KPIs offered by optical positional tracking technology.
• Despite increased interest and the capability to measure contextual aspects of passing performance with tracking technology, most practitioners still rely on more easily computed metrics (e.g. Pass Completion Percentage) and ball possession KPIs (e.g. Total Duration of Possession).
• This study highlights a gap in knowledge transfer between research and practice, encouraging increased education and collaborative efforts between data/sport scientists and practitioners to progress the field of analytics towards practical use in soccer.

Key words: Football, soccer, match analysis, performance analysis, applied data-science     

Priority-setting and rationing in healthcare: Evidence from the English experience

In a context of ever increasing demand, the recent economic downturn has placed further pressure on decision-makers to effectively target healthcare resources. Over recent years there has been a push to develop more explicit evidence-based priority-setting processes, which aim to be transparent and inclusive in their approach and a number of analytical tools and sources of evidence have been developed and utilised at national and local levels. This paper reports findings from a qualitative research study which investigated local priority-setting activity across five English Primary Care Trusts, between March and November 2012. Findings demonstrate the dual aims of local decision-making processes: to improve the overall effectiveness of priority-setting (i.e. reaching ‘correct’ resource allocation decisions); and to increase the acceptability of priority-setting processes for those involved in both decision-making and implementation. Respondents considered priority-setting processes to be compartmentalised and peripheral to resource planning and allocation. Further progress was required with regard to disinvestment and service redesign with respondents noting difficulty in implementing decisions. While local priority-setters had begun to develop more explicit processes, public awareness and input remained limited. The leadership behaviours required to navigate the political complexities of working within and across organisations with differing incentives systems and cultures remained similarly underdeveloped.     

Pharmacokinetics,biocompatibility and bioavailability of a controlled release monoclonal antibody formulation

The sustained and localized delivery of monoclonal antibodies has become highly relevant, because of the increasing number of investigated local delivery applications in recent years. As the local delivery of antibodies is associated with high technological hurdles, very few successful approaches have been reported in the literature so far. Alginate-based delivery systems were previously described as promising sustained release formulations for monoclonal antibodies (mAbs). In order to further investigate their applicability, a single-dose animal study was conducted to compare the biocompatibility, the pharmacokinetics and the bioavailability of a human monoclonal antibody liquid formulation with two alginate-based sustained delivery systems after subcutaneous administration in rats. 28 days after injection, the depot systems were still found in the subcutis of the animals. A calcium cross-linked alginate formulation, which was injected as a hydrogel, was present as multiple compartments separated by subcutaneous tissue. An in situ forming alginate formulation was recovered as a single compact and cohesive structure. It can be assumed that the multiple compartments of the hydrogel formulation led to almost identical pharmacokinetic profiles for all tested animals, whereas the compact nature of the in situ forming system resulted in large interindividual variations in pharmacokinetics. As compared to the liquid formulation the hydrogel formulations led to lower mAb serum levels, and the in situ forming system to a shift in the time to reach the maximum mAb serum concentration (T_max) from 2 to 4 days. Importantly, it was shown that after 28 days only marginal amounts of residual mAb were present in the alginate matrix and in the tissue at the injection site indicating nearly complete release. In line with this finding, systemic drug bioavailability was not affected by using the controlled release systems. This study successfully demonstrates the suitability and underlines the potential of polyanionic systems for local and controlled mAb delivery.     

The encoding of word forms into memory may be challenging for college students with developmental language impairment

Purpose: To describe the word-learning problems characteristic of developmental language impairment (LI).

Method: College students with LI (n?=?39) or normal language development (ND, n?=?40) attempted to learn novel word forms. Training for half of the words was meaning-focused; training for the other half was form-focused. Form recognition and stem completion tasks administered immediately after training tapped encoding of the lexical configuration and a repetition of the stem completion task one week later tapped consolidation. A visual world paradigm tapped lexical engagement.

Result: At the immediate post-test, the LI group was poorer at recognition and completion of word forms than their ND peers, suggesting a deficit in encoding the lexical configuration. However, the gap between the LI and ND groups in stem completion did not grow over the week, suggesting intact consolidation. Form-focused training yielded better performance than meaning-focused training at immediate- and one week tests. For both groups, newly trained words slowed the recognition of familiar English words, revealing lexical engagement.

Conclusion: The encoding of word-form configurations is challenging for some, but not all, college students with LI. Training that encourages a focus on the form may be a useful part of vocabulary intervention for those affected.     

[18F]Fluoride labelling of macromolecules in aqueous conditions: silicon and boroaryl‐based [18F]fluorine acceptors, [18F]FDG conjugation and Al18F chelation

[¹⁸F]Fluorination is usually carried out by nucleophilic substitution reactions entailing the use of stringent conditions. A number of novel techniques including silicon and boron‐based fluoride acceptor molecules, [¹⁸F]fluoro‐2‐deoxy‐ d ‐glucose and chelation of the Al¹⁸F complex have been employed recently to achieve [¹⁸F]radiolabelling of macromolecules. These approaches are reviewed herein. Copyright © 2012 John Wiley & Sons, Ltd.