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Proceedings of the 12th European Conference on Knowledge ...

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Claudia Jooß et al<br />

Regarding <str<strong>on</strong>g>the</str<strong>on</strong>g> actually implemented cross secti<strong>on</strong>al measures in Fig. 1 <str<strong>on</strong>g>the</str<strong>on</strong>g> focus is set <strong>on</strong> <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

segment <str<strong>on</strong>g>of</str<strong>on</strong>g> Scientific Co-operati<strong>on</strong> underlining a major challenge <str<strong>on</strong>g>of</str<strong>on</strong>g> cluster coordinati<strong>on</strong> (cf. chapter<br />

2). In order to examine <str<strong>on</strong>g>the</str<strong>on</strong>g>se measures, a set <str<strong>on</strong>g>of</str<strong>on</strong>g> quantitative and qualitative methodologies is crucial<br />

to manage <str<strong>on</strong>g>the</str<strong>on</strong>g> highly cross linked scientific cooperati<strong>on</strong>s. Therefore, three different methodologies<br />

(used to generate three different data sets) are explained in <str<strong>on</strong>g>the</str<strong>on</strong>g> following lines.<br />

3.1 Performance Measurement<br />

The implementati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> a research-cluster-specific Balanced-Scorecard-Approach – as a first<br />

methodology used – refers to <str<strong>on</strong>g>the</str<strong>on</strong>g> model <str<strong>on</strong>g>of</str<strong>on</strong>g> Kaplan and Nort<strong>on</strong> (1992) and c<strong>on</strong>stitutes a “performance<br />

measurement system” originally designed as a communicati<strong>on</strong>, informati<strong>on</strong> and learning system for<br />

enterprises (Kaplan & Nort<strong>on</strong> 1992). The approach is re-designed to <str<strong>on</strong>g>the</str<strong>on</strong>g> needs <str<strong>on</strong>g>of</str<strong>on</strong>g> scientific research<br />

clusters and apart from an implementati<strong>on</strong> in <str<strong>on</strong>g>the</str<strong>on</strong>g> producti<strong>on</strong> engineering cluster it is used in <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

Cluster <str<strong>on</strong>g>of</str<strong>on</strong>g> Excellence “Tailor-Made Fuels from Biomass” at RWTH Aachen University (cf. Welter et al.<br />

2010). The approach is characterized by <str<strong>on</strong>g>the</str<strong>on</strong>g> measurement and comparis<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> performance indicators<br />

<strong>on</strong> different hierarchical layers (e. g. <str<strong>on</strong>g>the</str<strong>on</strong>g> layer <str<strong>on</strong>g>of</str<strong>on</strong>g> sub-project leaders or <str<strong>on</strong>g>the</str<strong>on</strong>g> layer <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> management<br />

board) and bases <strong>on</strong> a survey am<strong>on</strong>g all cluster actors to evaluate for instance <str<strong>on</strong>g>the</str<strong>on</strong>g> quality <str<strong>on</strong>g>of</str<strong>on</strong>g> scientific<br />

cooperati<strong>on</strong> or <str<strong>on</strong>g>the</str<strong>on</strong>g> scientific output. With reference to <str<strong>on</strong>g>the</str<strong>on</strong>g> initial Balanced Scorecard, <str<strong>on</strong>g>the</str<strong>on</strong>g> clusterspecific<br />

tool c<strong>on</strong>tains four adapted perspectives which strictly refer to <str<strong>on</strong>g>the</str<strong>on</strong>g> overall visi<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> cluster –<br />

<str<strong>on</strong>g>the</str<strong>on</strong>g> soluti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> Polylemma <str<strong>on</strong>g>of</str<strong>on</strong>g> Producti<strong>on</strong> Technology:<br />

1 st The Internal Perspective/Research Cooperati<strong>on</strong>,<br />

2 nd The Learning and Development Perspective,<br />

3 rd The Output/Customer Perspective,<br />

4 th The Financial Perspective.<br />

This enables <str<strong>on</strong>g>the</str<strong>on</strong>g> measurement <str<strong>on</strong>g>of</str<strong>on</strong>g> scientific oriented performance indicators, e. g. <str<strong>on</strong>g>the</str<strong>on</strong>g> generati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

excellent publicati<strong>on</strong>s or <str<strong>on</strong>g>the</str<strong>on</strong>g> educati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> excellent researchers in producti<strong>on</strong> engineering. C<strong>on</strong>cerning<br />

this, <str<strong>on</strong>g>the</str<strong>on</strong>g> development <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> different sub-targets can be measured yearly by means <str<strong>on</strong>g>of</str<strong>on</strong>g> cluster-internal<br />

evaluati<strong>on</strong>s. Through yearly iterati<strong>on</strong>s, data is collected and analysed in order to work out<br />

recommendati<strong>on</strong>s toge<str<strong>on</strong>g>the</str<strong>on</strong>g>r with <str<strong>on</strong>g>the</str<strong>on</strong>g> management board <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> cluster. Thus, <str<strong>on</strong>g>the</str<strong>on</strong>g> performance <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

cluster can be reflected to enable a steering <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> entire network. Fur<str<strong>on</strong>g>the</str<strong>on</strong>g>rmore, this supports <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

adapti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> cluster strategies through <str<strong>on</strong>g>the</str<strong>on</strong>g> c<strong>on</strong>siderati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> relevant external influences (single-looplearning)<br />

and <str<strong>on</strong>g>the</str<strong>on</strong>g> adapti<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> fundamental management ideologies and values (double-loop-learning)<br />

(cf. Brall 2010; Kaplan & Nort<strong>on</strong> 1997).<br />

Until today, three Balanced-Scorecard-based evaluati<strong>on</strong>s were implemented in <str<strong>on</strong>g>the</str<strong>on</strong>g> Cluster <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

Excellence with 117 resp<strong>on</strong>dents in average. In c<strong>on</strong>trast to Kaplan and Nort<strong>on</strong>, who do not suggest a<br />

certain method to generate and to collect key performance indicators, a standardized survey has<br />

been developed by <str<strong>on</strong>g>the</str<strong>on</strong>g> Cross Secti<strong>on</strong>al Processes toge<str<strong>on</strong>g>the</str<strong>on</strong>g>r with <str<strong>on</strong>g>the</str<strong>on</strong>g> management board <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

cluster. By this means performance indicators <str<strong>on</strong>g>of</str<strong>on</strong>g> a scientific network become measurable (e. g. <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

quality <str<strong>on</strong>g>of</str<strong>on</strong>g> cooperati<strong>on</strong>). Analyzed by use <str<strong>on</strong>g>of</str<strong>on</strong>g> descriptive statistics, <str<strong>on</strong>g>the</str<strong>on</strong>g> performance indicators become<br />

measurable and comparable through arithmetic averages or median.<br />

3.2 Direct Evaluati<strong>on</strong>s<br />

In additi<strong>on</strong> to <str<strong>on</strong>g>the</str<strong>on</strong>g> yearly Balanced-Scorecard-based evaluati<strong>on</strong> (which c<strong>on</strong>stitutes an indirect form <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

evaluati<strong>on</strong>), cluster-specific meetings and events (like colloquia for employees) are evaluated with<br />

additi<strong>on</strong>al surveys by <str<strong>on</strong>g>the</str<strong>on</strong>g> participants subsequently to each event. This sec<strong>on</strong>d methodology is<br />

implemented to gain fur<str<strong>on</strong>g>the</str<strong>on</strong>g>r feedback <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> use <str<strong>on</strong>g>of</str<strong>on</strong>g> single cross secti<strong>on</strong>al measures at a respective<br />

phase <str<strong>on</strong>g>of</str<strong>on</strong>g> network development.<br />

3.3 Structured Interviews<br />

In c<strong>on</strong>trast to <str<strong>on</strong>g>the</str<strong>on</strong>g> performance measurement approach and direct evaluati<strong>on</strong>s, a qualitative method <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

generating data is given by <str<strong>on</strong>g>the</str<strong>on</strong>g> method <str<strong>on</strong>g>of</str<strong>on</strong>g> structured interviews with participants <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> cluster. Hence,<br />

24 interviews (representing all sub-projects <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> Cluster <str<strong>on</strong>g>of</str<strong>on</strong>g> Excellence) were carried out <strong>on</strong> different<br />

hierarchical levels by representatives <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> Cross Secti<strong>on</strong>al Processes – including pr<str<strong>on</strong>g>of</str<strong>on</strong>g>essors,<br />

leading researchers, members <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> management board and sub-project leaders – to enable a broad<br />

review <str<strong>on</strong>g>of</str<strong>on</strong>g> already introduced cross secti<strong>on</strong>al measures.<br />

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