Figure 1: A conceptualisation of effective problem-oriented research. In situations where facts
are highly uncertain and conflicts of interests and values are high (post-normal situations), the
effectiveness of science-based societal problem-solving depends simultaneously on the adequateness
of i. the causal understanding of the problem, ii. the handling of conflicts of interests and values,
and iii. the means of action. Science can contribute to the clarification of these points through the
production of systems, target and transformation knowledge, respectively. However, the link between
the scientific production of these interdependent knowledge forms and an adequate understanding
and handling of the problem is not evident and has to be clarified through deliberation among experts
and stakeholders (boundary management). Such boundary management is itself a part of effective
problem-oriented research.