Linking modes of research to their scientific and societal outcomes. Evidence from 81 sustainability-oriented research projects
Open accessAbstract
Sustainability-oriented research has increasingly adopted “new” modes of research promoted under labels such as ‘post-normal science’, ‘mode 2 knowledge production’ or ‘transdisciplinarity’, aiming to address societally relevant problems and to produce ‘socially robust’ knowledge by involving relevant scientific disciplines and non-academic actors into the research. We present the results of a comparative quantitative analysis of 81 completed sustainability-oriented research projects, coupled with an in-depth study of six projects, to empirically investigate the assumed connections between research modes and societal and academic project outcomes. Statistical analysis suggests that contributions from practitioners in early phases of research projects positively influence certain societal and practice-relevant outcomes. By contrast, including non-academic actors and practitioner knowledge into research negatively impacts academic outputs and citations, indicating a trade-off between academic and societal impacts. Yet projects which apply structured methods of knowledge integration score generally higher on academic outputs and citations. Moreover, the funding context affects both research mode and research outcomes. Finally, practitioner involvement negatively affects completing of PhD projects. Findings from the in-depth study reinforce a trade-off between the societal and academic impact of interdisciplinary and transdisciplinary sustainability-oriented research. We find that projects which had a double research objective on academic and societal outcomes but which did not specify how to realize both, neglected either the academic or the societal impact during the research process. Moreover, we find that a well-designed combination of disciplinary as well as inter- and transdisciplinary project phases helped projects to meet both demands.
AI snapshot
Written from the paper’s full text.
TL;DR
A mixed-methods study of 81 completed German sustainability-oriented research projects finds a trade-off: early practitioner involvement improves some societal impacts but reduces academic publications and citations, while structured knowledge integration predicts higher academic output. In-depth cases show this trade-off can be mitigated by project design combining disciplinary, inter-, and transdisciplinary phases.
Key findings
- Early practitioner involvement significantly positively affected only some societal outcomes: impact depth, media impact, and total impact; it did not generally improve all societal outcomes. In the best model for impact depth, R² was 0.30 (adjusted R² 0.25), and research mode alone explained 17% of impact-depth variance. Dissemination positively affected societal impacts, while funding sum showed a slightly negative effect.
- Practitioner involvement negatively affected academic outcomes: in the publication model, Practitioner_decision had β = −.31 and Practitioner_knowledge β = −.33*, while Knowledge_integration had β = .30. Citations showed a similar but weaker pattern. In-depth cases included the Interdisciplinary Project with 119 publications and the Transdisciplinary Project with 28, providing counter-evidence to a strict trade-off.
- Funding context mattered: BMBF mission-oriented projects (n = 58) scored higher on depth of reported societal impact than DFG bottom-up projects (n = 23) (mean 2.5 vs. 1.3), but DFG projects scored higher on publications per million euro (mean 30.3 vs. 16.5) and citations per million euro (mean 282.8 vs. 238.2). Goal achievement did not differ significantly (t-test p = 0.06; Bonferroni p = 0.61).
- PhD completion: across 42 projects with reliable information, 80 of 106 planned dissertations were completed; 24 projects completed the planned number and 18 did not. Practitioner_decision had a significant negative relationship with completed PhD quota (β = −.34*), supporting a trend for Hypothesis 5.
Methods
- Large-N study: comparative analysis of 81 completed sustainability-oriented research projects funded by DFG or BMBF between 2000 and 2012, with a substantial social science share and at least two disciplines. Data came from project proposals, reports, outcome lists, and questionnaires completed by project heads; analysis used OLS regression.
- In-depth study: six cases selected for diversity in project type, initiation, disciplinary focus, transdisciplinarity, and funding context. Materials included proposals, interim/final reports, publications, media responses, and 35 semi-structured interviews; analysis used structured content analysis and causal process tracing with counterfactual analysis.
- Outcome measures included societal impact indices (depth, scale, sectors, media, total), publications per million euro, log citations per million euro, self-reported goal achievement, and quota of completed PhD projects.
Limitations
- The paper states the study is restricted to sustainability-oriented projects in Germany; funding structures and research modes may differ in other national or international contexts. Many key variables rely on self-reported assessments, which may introduce a bias toward “success,” though the authors argue it should not distort the dataset. Confidentiality prevents assessing or comparing individual projects; the aim was general patterns across cases.
- The paper also states difficulty in clearly distinguishing applied research involving practitioners from transdisciplinary research, and that the notion of “empowering” participants fit poorly where practitioners collaborated equally or led projects. The study was restricted to research projects typically lasting a few years, whereas trustful academic-practitioner relationships may need more time.
- Evident from the text: the large-N study did not investigate effects on the innovative character of project outputs and outcomes for Hypothesis 3a, and the PhD analysis used only the 42 projects that provided reliable information.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 4 cited sources checked · 0 supported · 0 flagged
- Findingown data
Citations show essentially the same pattern as publications but with lower effect sizes and statistical significance for all independent variables.
“Turning to Citations (Table 5), we find essentially the same pattern but with lower effect sizes and statistical significance for all independent variables.”
Quote in the paperNot a substantial claim - Findingreasoning
The trust practitioners developed in applicability of results motivated them to further apply results after project completion.
“The trust that the practitioners, in turn, developed in the applicability of the results ultimately motivated them to further apply the results after project completion.”
Quote in the paperNot a substantial claim - Findingown data
The degree to which a project aimed at producing applied knowledge had no discernible effect on societal impacts.
“whereas the degree to which a project aimed at producing applied knowledge had no discernible effect”
Quote in the paperNot a substantial claim - Findingown data
Only Impact_media was found to be significantly explained by research-mode variables next to Impact_depth.
“next to Impact_depth, only Impact_media was found to be significantly explained by researchmode variables”
Quote in the paperSubstantial claim - Findingown data
Projects which apply structured methods of knowledge integration score generally higher on academic outputs and citations.
“Yet projects which apply structured methods of knowledge integration score generally higher on academic outputs and citations.”
- Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · plain
“By contrast, the use of structured methods to integrate non-academic and academic knowledge is a highly significant positive predictor for academic outcomes.”
- Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · plain
“we still find significant negative effects of Practitioner_knowledge and Practitioner_decision, as well as a significant positive effect of Knowledge_integration.”
Quote in the paperSubstantial claim - Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · plain
- Findingown data
A well-designed combination of disciplinary as well as inter- and transdisciplinary project phases helped projects to meet both academic and societal demands.
“Moreover, we find that a well-designed combination of disciplinary as well as inter-and transdisciplinary project phases helped projects to meet both demands.”
Quote in the paperSubstantial claim - Findingown data
Projects with a double research objective on academic and societal outcomes but which did not specify how to realize both neglected either the academic or the societal impact during the research process.
“We find that projects which had a double research objective on academic and societal outcomes but which did not specify how to realize both, neglected either the academic or the societal impact during the research process.”
Quote in the paperSubstantial claim - Findingown data
Funding sum showed a slightly negative effect on societal impacts.
“and the funding sum even showed a slightly negative effect on societal impacts.”
Quote in the paperNot a substantial claim - Findingown data
All four impact variables are significantly correlated among each other (coefficients between 0.50 and .61).
“While all four impact variables are significantly correlated among each other (coefficients between 0.50 and .61)”
Quote in the paperSubstantial claim - Findingown data
Dissemination strategies have a positive influence on societal impacts.
“Of the control variables, only the extent of dissemination strategies shows a positive influence on societal impacts”
Quote in the paperSubstantial claim - Findingown data
There is weak evidence for a causal link between selection, timing and way of applying methods of knowledge integration and reaching impact depth.
“Summarizing, the in-depth study found weak evidence in support of a causal link between the selection, timing and way of applying methods of knowledge integration on the one hand and reaching impact depth on the other.”
Quote in the paperSubstantial claim - Findingown data
Including non-academic actors and practitioner knowledge into research negatively impacts academic outputs and citations.
“By contrast, including non-academic actors and practitioner knowledge into research negatively impacts academic outputs and citations, indicating a trade-off between academic and societal impacts.”
- Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · boosted
“To conclude, we find relatively clear support for hypothesis 3bnamely that an early and intensive involvement of non-academic actors decreases academic productivity and recognition.”
- Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · plain
“Contrary to expectation, also knowledge contributions by practitioners show negative effects on academic outcomes.”
Quote in the paperSubstantial claim - Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · boosted
- Findingown data
Practitioner knowledge contributions negatively affect academic outcomes.
“Contrary to expectation, also knowledge contributions by practitioners show negative effects on academic outcomes.”
Quote in the paperSubstantial claim - Findingown data
Practitioner involvement negatively affects completing of PhD projects.
“Finally, practitioner involvement negatively affects completing of PhD projects.”
Quote in the paperSubstantial claim - Findingown data
One practitioner joined a collaboration to integrate the project's findings into academic teaching.
“Also one of the practitioners joined a collaboration to integrate the project's findings into academic teaching.”
Quote in the paperNot a substantial claim - Findingown data
Across all 42 projects, 80 out of 106 planned PhD dissertations were finished successfully at the time of the survey.
“Across all 42 projects, in total 80 out of 106 planned PhD dissertations were finished successfully at the time of the survey.”
Quote in the paperNot a substantial claim- Rests on an assumption: The 42 projects that provided reliable information on PhD dissertations are representative of the 81 projects for the relationship between practitioner involvement and completed PhD theses.
- Findingown data
All practitioner involvement variables display a negative relationship with the share of completed PhD projects.
“Regression results (Table 7) show that all practitioner involvement variables display a negative relationship with the share of completed PhD projects, while only the relationship with practitioner_decision is statistically significant.”
Quote in the paperSubstantial claim- Rests on an assumption: The 42 projects that provided reliable information on PhD dissertations are representative of the 81 projects for the relationship between practitioner involvement and completed PhD theses.
- Findingown data
In the Interdisciplinary Project, no evidence was found for a causal link between the project's transdisciplinary research mode and its academic impacts (hypothesis 3b).
“In the Interdisciplinary Project, no evidence was found for a causal link between the transdisciplinary research mode of the project and its academic impacts (hypothesis 3b).”
Quote in the paperSubstantial claim - Findingnone given
In the first two funding periods, the DFG required strong interdisciplinary collaboration among the sub-projects of the overall collaborative research center, including the Disciplinary Hinge Project.
“Concretely, in the first two funding periods, the DFG required strong interdisciplinary collaboration among the sub-projects of the overall collaborative research center, including the Disciplinary Hinge Project.”
Quote in the paperSubstantial claim - Findingnone given
In the Transdisciplinary Project, researchers less involved in collaboration with practitioners published the most, apart from the project lead.
“In fact, those researchers who were less involved in the collaboration with the practitioners published -apart from the project lead -the most.”
Quote in the paperNot a substantial claim - Findingown data
Structured methods to integrate academic and non-academic knowledge emerge as a significant predictor of publication output.
“This stands in stark contrast with the finding that structured methods to integrate academic and non-academic knowledge emerges as a significant predictor of publication output.”
Quote in the paperSubstantial claim - Findingown data
There are notable differences among the different BMBF funding lines.
“and, most notably, among the different BMBF funding lines.”
Quote in the paperSubstantial claim - Findingnone given
The BMBF made it compulsory for the Interdisciplinary, Transdisciplinary and Practitioner Projects to pursue both academic and societal outcomes.
“As the BMBF made it compulsory for the Interdisciplinary, the Transdisciplinary and the Practitioner Project to pursue both academic and societal outcomes, these funding criteria in part determined the research design in the initiation phase of these projects, including the research topic, the research mode and the team composition.”
Quote in the paperSubstantial claim - Findingown data
The combined quantitative and qualitative analysis finds supportive evidence for four of the six hypotheses on the link between (transdisciplinary) research mode and academic and societal outcomes.
“Our combined quantitative and qualitative analysis of sustainability-related research projects finds supportive evidence for four of the six hypotheses on the link between (transdisciplinary) research mode and academic and societal outcomes.”
Quote in the paperSubstantial claim - Findingnone given
Several successful PhD and habilitation candidates in the Interdisciplinary Project gained new positions in academia.
“Moreover, several of the successful PhD and habilitation candidates in the Interdisciplinary Project gained new positions in academia.”
Quote in the paperNot a substantial claim - Findingown data
Funding_sum is correlated extremely high (.73***) with the absolute number of project publications.
“As our control variable Funding_sum is correlated extremely high (.73***) with the absolute number of project publications”
Quote in the paperSubstantial claim - Findingreasoning
In both projects, small disciplinary or interdisciplinary groups took over specific research tasks according to prior research expertise and individual research interests.
“In both projects, small disciplinary or interdisciplinary groups took over specific research tasks according to their prior research expertise and individual research interests.”
Quote in the paperSubstantial claim - Findingown data
One doctoral dissertation in each project explicitly targeted collaboration with practitioners.
“First, one doctoral dissertation in each project explicitly targeted the collaboration with practitioners.”
Quote in the paperNot a substantial claim - Findingown data
Bottom-up funded projects (DFG) on average score considerably higher on publications and citations per unit of funding volume than mission-oriented projects (BMBF).
“Conversely, bottom-up funded projects (DFG) on average score considerably higher on publications and citations per unit of funding volume than mission-oriented projects (BMBF).”
Quote in the paperSubstantial claim - Findingown data
Researchers focused their dissertations or habilitations on specific sub-questions with interdisciplinary orientation.
“Second, researchers were focusing their dissertations or habilitations on specific sub-questions with interdisciplinary orientation.”
Quote in the paperNot a substantial claim - Findingown data
Overall model fit is not overly high in absolute terms (r2 of 0.30, adjusted r2 of 0.25 for best model 1h).
“While overall model fit is not overly high in absolute terms (r 2 of 0.30, adjusted r 2 of 0.25 for the 'best' model 1 h)”
Quote in the paperNot a substantial claim - Findingown data
PhD theses were found to be more likely completed in projects with less practitioner involvement.
“As well, PhD theses were found to be more likely completed in projects with less practitioner involvement.”
Quote in the paperSubstantial claim- Rests on an assumption: The 42 projects that provided reliable information on PhD dissertations are representative of the 81 projects for the relationship between practitioner involvement and completed PhD theses.
- Findingown data
From the four projects involving practitioners as research partners, only the Interdisciplinary and Transdisciplinary Projects aimed for strong academic output in the sense of publications while also pursuing applied goals.
“From the four projects which involved practitioners as research partners, only the Interdisciplinary and the Transdisciplinary Project aimed for strong academic output in the sense of publications, while also pursuing applied goals.”
Quote in the paperSubstantial claim - Findingown data
In the Transdisciplinary Project, small groups of researchers took turns preparing workshops with practitioners while others continued disciplinary and interdisciplinary research.
“In the Transdisciplinary Project small groups of researchers took turns preparing the workshops with practitioners while -in the meantime -the others could continue to work on the disciplinary and interdisciplinary research results.”
Quote in the paperSubstantial claim - Findingown data
No significant differences in goal achievement values were found between BMBF cases and DFG cases.
“We find, first of all, no significant 3 differences in goal achievement values between BMBF cases and DFG cases”
- Also stated in: § 4.4. Hypothesis 4: Funding context and goal achievement · plain
“The performed t-test shows with a significance level of p = 0.06 no differences in the mean of Goal_achievement between projects in the mission-oriented funding context (BMBF) and bottom-up funded projects (DFG).”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
- Also stated in: § 4.4. Hypothesis 4: Funding context and goal achievement · plain
- Findingown data
In the Transdisciplinary Project, a method for actor network analysis could be further developed partly because parts of it were tested by involved researchers.
“For instance, in the Transdisciplinary Project a method for actor network analysis could be further developed, also because parts of it were tested by the involved researchers.”
Quote in the paperNot a substantial claim - Findingown data
Two strategies were observed to successfully pursue academic qualifications within the projects' funding periods.
“We observed two strategies to successfully pursue academic qualifications within the projects' funding periods.”
Quote in the paperNot a substantial claim - Findingown data
Projects from a mission-oriented funding context (BMBF) score considerably higher on the depth of reported societal impact than bottom-up funded projects (DFG).
“However, Table 6 shows substantial differences when it comes to societal and academic outcomes: Projects from a mission-oriented funding context (BMBF) score considerably higher on the depth of reported societal impact than bottom-up funded projects (DFG), with some notable differences within the two.”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
- Findingnone given
For the third funding period, when the Intervening Project joined the collaborative research center, the DFG asked for a strong application and evaluation focus.
“For the third funding period, which is when the Intervening Project joined the collaborative research center, the DFG asked for a strong application and evaluation focus.”
Quote in the paperNot a substantial claim - Findingreasoning
In both cases, the projects adapted their research modes and team compositions accordingly.
“In both cases, the projects adapted their research modes and team compositions accordingly.”
Quote in the paperSubstantial claim - Findingown data
Practitioner involvement negatively affects academic publication output.
“practitioner involvement was found to negatively affect both academic publication output and citations.”
Quote in the paperSubstantial claim - Findingown data
Practitioner involvement negatively affects citations.
“practitioner involvement was found to negatively affect both academic publication output and citations.”
Quote in the paperSubstantial claim - Findingown data
No significant differences in goal achievement values were found among the individual funding lines.
“and no significant differences among the individual funding lines 4 , and hence no support for hypothesis 4.”
- Also stated in: § 4.4. Hypothesis 4: Funding context and goal achievement · plain
“The performed Bonferroni-test finds no significant differences in the Goal_achievement values between the nine sub groups of the individual funding lines, as the test hypothesis of the Bonferroni-test -that there are differences between the subgroups -can be rejected at a significance level of p = 0.61.”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
- Also stated in: § 4.4. Hypothesis 4: Funding context and goal achievement · plain
- Findingnone given
In the first five years after completion, both projects had reached high citation rates.
“Ultimately, in the first five years after their completion, both projects had reached high citation rates.”
Quote in the paperNot a substantial claim - Findingown data
Model 1g implies that 17% of the variance of Impact_depth can be explained by research mode only.
“model 1 g still implies that 17% of the variance of Impact_depth can be explained by research mode only.”
Quote in the paperSubstantial claim - Findingown data
In the Interdisciplinary Project, researchers jointly prepared and implemented a limited number of transdisciplinary workshops with practitioners, subdividing the workload.
“In the Interdisciplinary Project, researchers were jointly preparing and implementing a limited number of transdisciplinary workshops with practitioners, thus subdividing the respective workload among each other.”
Quote in the paperSubstantial claim - Findingown data
The in-depth study allowed insights into projects that produced both societally relevant knowledge with high societal impact and a strong publication and citation record.
“Yet, while these findings are largely supported by the qualitative case examination, the in-depth study also allowed for insights into projects that produced both societally relevant knowledge with high societal impact and a strong publication and citation record.”
Quote in the paperSubstantial claim - Findingown data
Involvement of practitioners in early project phases positively affects societal impacts.
“While the involvement of practitioners in early project phases positively affects societal impacts (which confirms earlier findings by De Jong et al., 2016), practitioner involvement was found to negatively affect both academic publication output and citations.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites De Jong et al., 2016 source
Not checked in the free run.
- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
- Findingreasoning
The Practitioner Project, originally conceptualized as a purely practical project, included academic expertise following BMBF's recommendation.
“For instance, the Practitioner Project, which was originally conceptualized as a purely practical project, included academic expertise following BMBF's recommendation.”
Quote in the paperNot a substantial claim - Findingown data
Only the relationship between practitioner_decision and the share of completed PhD projects is statistically significant.
“while only the relationship with practitioner_decision is statistically significant.”
Quote in the paperNot a substantial claim- Rests on an assumption: The 42 projects that provided reliable information on PhD dissertations are representative of the 81 projects for the relationship between practitioner involvement and completed PhD theses.
- Interpretationown data
There is a trade-off between the academic and societal impacts of interdisciplinary and transdisciplinary sustainability-oriented research.
“indicating a trade-off between academic and societal impacts.”
- Also stated in: § Abstract · plain
“Findings from the in-depth study reinforce a trade-off between the societal and academic impact of interdisciplinary and transdisciplinary sustainability-oriented research.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Interpretationown data
If disseminated well, a project's results can lead to societal impact even if it is not transdisciplinary.
“However, the Applied Project also indicates that if disseminated well, a project's results can lead to societal impact even if it is not transdisciplinary.”
Quote in the paperSubstantial claim - Interpretationown data
Research mode has a non-negligible effect on impact.
“Research mode thus does have non-negligible effect on impact.”
Quote in the paperSubstantial claim - Interpretationown data
Societal impact is hardly achieved if practitioners are only involved as research objects in the development of practically-relevant project outputs.
“The Applied Project, on the other hand, demonstrates that societal impact is hardly achieved if practitioners are only involved as research objects in the development of practically-relevant project outputs.”
Quote in the paperSubstantial claim - Interpretationreasoning
The different funding contexts also indirectly affected the subsequent research process, results and impacts.
“More indirectly, it also affected the subsequent research process, results and impacts.”
Quote in the paperNot a substantial claim - Interpretationown data
The in-depth study demonstrates how trade-offs between societal and academic outcomes can be avoided through careful project design and committed project management.
“Hence, while the general patterns observed across the 81 cases point to a clear trade-off, the in-depth study demonstrates how such trade-offs can be avoided through careful project design and committed project management.”
Quote in the paperSubstantial claim - Interpretationnone given
The study is restricted to sustainability-oriented projects in Germany.
“It is restricted to sustainability-oriented projects in Germany.”
Quote in the paperSubstantial claim - Interpretationown data
The funding context appears to play a decisive role for achieving societal and academic outcomes, respectively.
“Overall, the funding context appears to play a decisive role for achieving societal and academic outcomes, respectively.”
Quote in the paperSubstantial claim - Interpretationown data
Transdisciplinary collaboration essentially contributed to certain academic results in both projects.
“Yet, transdisciplinary collaboration also essentially contributed to certain academic results in both projects.”
Quote in the paperNot a substantial claim - Interpretationown data
A purposeful combination of disciplinary, inter- and transdisciplinary research phases is conducive to strong academic outcomes in transdisciplinary research projects.
“Additional factors proved to be conducive to allow strong academic outcomes in transdisciplinary research projects, i.e. a constant focus on producing academic results, an effective division of tasks among the involved researchers, a purposeful combination of disciplinary, inter-and transdisciplinary research phases, as well as researchers with a strong individual research agenda.”
Quote in the paperSubstantial claim - Interpretationreasoning
The different funding contexts directly affected the goal setting and project conceptualization of at least five projects in the in-depth study.
“In summary, it can be said that the different funding contexts directly affected the goal setting and project conceptualization of at least five projects in the in-depth study.”
Quote in the paperSubstantial claim - Interpretationown data
Researchers with a strong individual research agenda are conducive to strong academic outcomes in transdisciplinary research projects.
“Additional factors proved to be conducive to allow strong academic outcomes in transdisciplinary research projects, i.e. a constant focus on producing academic results, an effective division of tasks among the involved researchers, a purposeful combination of disciplinary, inter-and transdisciplinary research phases, as well as researchers with a strong individual research agenda.”
Quote in the paperSubstantial claim - Interpretationown data
These results provide no support for hypothesis 4.
“and hence no support for hypothesis 4.”
Quote in the paperSubstantial claim - Interpretationown data
These regression results show a trend supporting hypothesis 5.
“Nevertheless, we can see a trend supporting hypothesis 5.”
Quote in the paperNot a substantial claim - Interpretationcitation
Impactful research may to a certain extent rely on certain design principles, such as the pointed involvement of non-academic actors.
“More importantly, these insights suggest that impactful research may to a certain rely on certain design principles, such as the pointed involvement of non-academic actors (see e.g.Stauffacher et al., 2008).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Stauffacher et al., 2008 source
Not checked in the free run.
- Interpretationreasoning
Other factors, independent from the funding context, played a more direct role with regard to reaching the project goals.
“However, other factors, independent from the funding context, played a more direct role with regard to reaching the project goals (see Hypotheses 1 to 3b).”
Quote in the paperSubstantial claim - Interpretationown data
An effective division of tasks among involved researchers is conducive to strong academic outcomes in transdisciplinary research projects.
“Additional factors proved to be conducive to allow strong academic outcomes in transdisciplinary research projects, i.e. a constant focus on producing academic results, an effective division of tasks among the involved researchers, a purposeful combination of disciplinary, inter-and transdisciplinary research phases, as well as researchers with a strong individual research agenda.”
Quote in the paperSubstantial claim - Interpretationown data
The trade-off between societal and academic outcomes is materializing from the findings.
“In particular, the trade-off between both kinds of outcomes, which has repeatedly been claimed in the literature (see Ruppert-Winkel et al. 2016), is materializing from our findings:”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ruppert-Winkel et al. 2016
Not checked in the free run.
- Interpretationreasoning
These BMBF funding criteria in part determined the research design in the initiation phase of these projects, including research topic, research mode and team composition.
“these funding criteria in part determined the research design in the initiation phase of these projects, including the research topic, the research mode and the team composition.”
Quote in the paperSubstantial claim - Interpretationown data
These academic outputs provide counter-evidence for hypothesis 3b.
“thus prociding counter-evidence for hypothesis 3b.”
Quote in the paperSubstantial claim - Interpretationown data
There is evidence to suggest that practitioner involvement in the Transdisciplinary Project produced several academic effects.
“Yet there is evidence to suggest that the involvement of practitioners in the Transdisciplinary Project indeed produced several academic effects.”
Quote in the paperSubstantial claim - Interpretationown data
A constant focus on producing academic results is conducive to strong academic outcomes in transdisciplinary research projects.
“Additional factors proved to be conducive to allow strong academic outcomes in transdisciplinary research projects, i.e. a constant focus on producing academic results, an effective division of tasks among the involved researchers, a purposeful combination of disciplinary, inter-and transdisciplinary research phases, as well as researchers with a strong individual research agenda.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 18
- The quote only partly states this claim. 2
- May combine two claims. 25
Probably not a substantial claim: may not pass S1 (asserted). The quote only partly states this claim.
Findingown dataNon-academic actor involvement generally does not improve societal outcomes.
“Taken together, from our regression analysis of 81 cases, we cannot confirm that non-academic actor involvement generally improves societal outcomes.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEarly involvement of practitioners in research projects positively influences certain societal and practice-relevant outcomes, specifically impact depth, media impact, and total impact, but not impact scale or impact sectors.
“Statistical analysis suggests that contributions from practitioners in early phases of research projects positively influence certain societal and practice-relevant outcomes.”
- Also stated in: § 4.1. Hypothesis 1: Non-academic actor involvement and societal project outcomes · plain
“practitioner involvement in early project phases -identification of research problems and formulation research questions -has shown to have a significant effect, but only on the depth of impact and on media impact, as well as on the total impact measure.”
- Also stated in: § 4.1. Hypothesis 1: Non-academic actor involvement and societal project outcomes · plain
“Including the control variables (1 h), only Early_involvement has a significant effect.”
Quote in the paperSubstantial claim- Also stated in: § 4.1. Hypothesis 1: Non-academic actor involvement and societal project outcomes · plain
May combine two claims.
Findingown dataIn the comprehensive model, practitioner knowledge and practitioner decision have significant negative effects on publications, while knowledge integration has a significant positive effect.
“In the more comprehensive model 6b, which includes the two controls Goal_applied and the variable Practitioner_involvement (measuring whether or not practitioners were involved in the project at all), we still find significant negative effects of Practitioner_knowledge and Practitioner_decision, as well as a significant positive effect of Knowledge_integration.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataEarly involvement, practitioner values, practitioner knowledge, and practitioner decision are individually associated with publications, with significant negative effects.
“The results of models 1-5 show that most variables individually are associated with Publications, showing significant negative effects for Early_involvement, Practitioner_values, Practitio-ner_knowledge and Practitioner_decision.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataThe large-N study could not find significant relationships between knowledge integration methods and societal project outcomes.
“Analyzing only those 59 cases with at least some degree of practitioner involvement, we could not find significant relationships between this variable and societal project outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe funding context affects both research mode and research outcomes.
“Moreover, the funding context affects both research mode and research outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe in-depth study found that methods of knowledge integration provided stage and tools for transdisciplinary collaboration which bolstered practically relevant outputs but not necessarily societal impact.
“These methods provided the stage and the tools for transdisciplinary collaboration which in turn essentially bolstered the practically relevant outputs -but not necessarily the societal impactof all four projects.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataProjects funded in mission-oriented contexts score higher on impacts and lower on publications and citations, while the reverse is true for projects funded in bottom-up contexts.
“This pattern is replicated in the effect of the funding context: Whereas projects funded in mission-oriented contexts score higher on impacts and lower on publications and citations, the reverse is true for projects funded in bottom-up contexts.”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the Transdisciplinary Project, one researcher reported that preparing and implementing transdisciplinary workshops, including choosing methods of knowledge integration, required an enormous amount of time.
“Despite the strong academic output, one researcher from the Transdisciplinary Project mentioned the enormous amount of time needed to prepare and implement the transdisciplinary workshops, including the choice of the methods of knowledge integration to be used.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe effect of practitioner involvement on societal outcomes is only on the depth of impact and on media response, but not on impacts measured through diversity of sectors and geographical scales.
“on the other hand, the effect is only on the depth of impact and on media response, but not on impacts measured through diversity of sectors and geographical scales.”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
May combine two claims.
FindingreasoningIn the case of the two subprojects in a collaborative research center, the DFG also shaped the projects' goals and stipulated their research modes.
“However, in the case of the two subprojects in a collaborative research center, the DFG also shaped the projects' goals and stipulated their research modes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataModel 6b has an R2 of 0.35 (adjusted R2 of 0.31).
“With an R 2 of 0.35 (adjusted R 2 of 0.31), the model shows a reasonable overall fit.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataInvolving practitioner knowledge not only does not foster societal outcomes, it also negatively affects academic publication outputs and citations.
“The second concerns our finding that involving practitioner knowledge not only does not foster societal outcomes, it also negatively affects academic publication outputs and citations.”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningProjects which aim at local solutions, involving local practitioners, do not exhibit global impacts.
“However, considering the necessarily limited ambitions of projects, it may seem little surprising that projects which aim, for example, at local solutions, involving local practitioners, do not exhibit global impacts.”
Quote in the paperNot a substantial claim- Rests on an assumption: Projects have necessarily limited ambitions, so projects aiming at local solutions are not expected to exhibit global impacts.
May combine two claims.
FindingreasoningWith these strategies, both projects reached strong academic outputs in theoretical concepts, methodical innovations, data sets, and considerable numbers of academic publications (Interdisciplinary Project: 119; Transdisciplinary Project: 28).
“With these strategies, both projects reached strong academic outputs in the form of theoretical concepts, methodical innovations (in support of hypothesis 3a), data sets, as well as considerable numbers of academic publications”
- Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · plain
“of theoretical concepts, methodical innovations (in support of hypothesis 3a), data sets, as well as considerable numbers of academic publications (Interdisciplinary Project: 119; Transdisciplinary Project: 28), thus prociding counter-evidence for hypothesis 3b.”
Quote in the paperSubstantial claim- Also stated in: § 4.3. Hypotheses 3a and 3b: Non-academic actor involvement and academic research outcomes · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenAnother practitioner with close ties to academia provided funding to conduct a second round of the survey developed in the project.
“Another practitioner with close ties to academia provided funding to conduct a second round of the survey developed in the project.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOf the 42 projects with reliable PhD information, 24 succeeded in producing the planned number of completed PhDs and 18 did not.
“While 24 projects succeeded in producing the planned number of completed PhDs, 18 projects did not.”
Quote in the paperNot a substantial claim- Rests on an assumption: The 42 projects that provided reliable information on PhD dissertations are representative of the 81 projects for the relationship between practitioner involvement and completed PhD theses.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenWe found it difficult to clearly distinguish between applied research that involves practitioners and transdisciplinary research.
“On a conceptual level, we found it difficult to clearly distinguish between applied research that involves practitioners and transdisciplinary research.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe same researcher reported initial difficulties finding a journal to publish the transdisciplinary research results.
“Additionally, the same researcher reported initial difficulties to find a journal to publish the transdisciplinary research results.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe same researcher stressed that the workshops provided limited output for the next research steps in the project.
“At the same time, the researcher stressed the limited output that the workshops provided for the next research steps in the project.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenThe DFG's funding criteria generally focus on strong scientific rigor.
“By contrast, the DFG's funding criteria generally focus on strong scientific rigor.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataA follow-up project partially involved the same actors and continued the transdisciplinary research on the topic.
“For instance, a follow-up project partially involved the same actors and continued the transdisciplinary research on the topic.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningBoth the Interdisciplinary and Transdisciplinary Projects started publishing in an early phase and continued to do so throughout the research process.
“Both projects started publishing in an early phase and continued to do so throughout the research process.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the in-depth study, three of six projects aimed for and successfully completed doctoral dissertations or habilitations: the Disciplinary Hinge, Interdisciplinary and Intervening Projects, with the latter two involving practitioners as research partners.
“In the in-depth study, three of six projects aimed for and successfully completed doctoral dissertations or habilitations: The Disciplinary Hinge, the Interdisciplinary and the Intervening Project, with the latter two involving practitioners as research partners.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSocietal outcomes could be explained by early involvement of practitioners, but not by other aspects of involvement such as decision-making and value or knowledge contributions.
“On the one hand, societal outcomes could be explained by early involvement of practitioners, but not by other aspects of involvement such as decision-making and value or knowledge contributions;”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
May combine two claims.
Findingown dataWe do not find a generally positive influence of practitioner involvement on societal outcomes but rather highly selective links.
“First, we do not find a generally positive influence of practitioner involvement on societal outcomes but rather highly selective links.”
Quote in the paperSubstantial claim- Rests on an assumption: Self-reported assessments, despite potential bias toward success, do not distort the dataset.
May combine two claims.
Findingown dataThere are differences across sub-categories, with DFG individual grants showing higher publications and citations than sub-projects in collaborative research centers.
“Here again, we find differences across the sub-categories, with DFG individual grants showing higher publications and citations than sub-projects in collaborative research centers, and, most notably, among the different BMBF funding lines.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataIn the in-depth study, there is a causal relation between intense involvement of non-academic actors and impact depth and impact scale.
“Summarizing, the analysis of the Transdisciplinary Project suggests a causal relation between the intense involvement of non-academic actors and impact depth, as well as impact scale.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataFor reasons of confidentiality, the research does not allow to assess or compare individual projects.
“For reasons of confidentiality, our research also does not allow to assess or compare individual projects.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenMany key variables rely on self-reported assessments.
“Many key variables rely on self-reported assessments.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningIn both projects, effectively distributed tasks among researchers and a targeted combination of disciplinary, interdisciplinary and transdisciplinary research phases made early and continued publishing possible.
“This became possible due to effectively distributed tasks among the involved researchers and a targeted combination of disciplinary, interdisciplinary and transdisciplinary research phases along the research process.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe building of trustful academic-practitioner relationships and networks is likely to need more time.
“However, the building of trustful academicpractitioner relationships and networks, which is so often advocated with regards to transdisciplinary research, is likely to need more time.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataIn the Interdisciplinary Project, clear division of tasks among the research team and purposeful combination of disciplinary, inter- and transdisciplinary project phases enabled young researchers to conduct their research and fulfil other project duties.
“Like for hypothesis 3, we found evidence for the Interdisciplinary Project that clear division of tasks among the research team, as well as purposeful combination of disciplinary, inter-and transdisciplinary project phases enabled the young researchers to conduct their research but also to fulfil other duties within the project, e.g.helping to prepare and implement transdisciplinary workshops.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe study was restricted to research projects typically lasting a few years only.
“Finally, our study was restricted to study research projects, typically lasting a few years only.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataWhile self-reported achievements relative to stated goals are consistently high and show no significant variation, there is a strong trade-off between societal and academic outcomes across the different funding formats and lines.
“From these findings, we may conclude that while self-reported achievements relative to stated goals are consistently high and show no significant variation, we find a strong trade-off between societal and academic outcomes across the different funding formats and lines.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe large-N study did not investigate effects on innovative character of project outputs and outcomes (Hypothesis 3a).
“In the large-N study we did not investigate the effects on the innovative character of the project outputs and outcomes (Hypothesis 3a).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataSocietal impact was measured through self-reporting by project heads.
“For quantitative analysis, societal impact was operationalized through four dependent variables, which relied on self-reporting by project heads (for a similar approach see De Jong et al., 2016)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites De Jong et al., 2016 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningIt appears plausible that the structured methods of knowledge integration employed in the studied projects also served to integrate different kinds of academic knowledge, hence the positive effect on academic outcomes.
“On the one hand it appears plausible that the structured methods of knowledge integration employed in the studied projects also served to integrate different kinds of academic knowledge (regardless of their function to also integrate non-academic knowledge), hence the positive effect on academic outcomes.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningThis division allowed researchers to make essential research contributions to the specific project.
“This allowed the researchers to make essential research contributions to the specific project.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe in-depth study demonstrates that strong academic outputs and outcomes occur partly despite and partly precisely because of involving practitioners.
“To sum up, the in-depth study demonstrates that strong academic outputs and outcomes occur partly despite and partly precisely because of involving practitioners.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenFunding structures and actual employment of research modes will differ in other national or international contexts.
“Funding structures and actual employment of research modes will differ in other national or international contexts.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The funding context (DFG versus BMBF) impacts the research modes chosen by funded projects.
“The two institutions were chosen because they constitute the most important public research funding bodies in Germany and because they differ substantially in their funding structures, which arguably impact on the research modes chosen by the funded projects”
The paper relies on this without support.
The 42 projects that provided reliable information on PhD dissertations are representative of the 81 projects for the relationship between practitioner involvement and completed PhD theses.
“From our sample of 81 projects, 42 provided reliable information on PhD dissertations 5 .These 42 projects were used to quantitatively test the effect of involvement variables on the share of completed PhD theses per project.”
The paper relies on this without support.
Self-reported assessments, despite potential bias toward success, do not distort the dataset.
“Many key variables rely on self-reported assessments.While this may introduce a bias towards 'success', it should not distort the dataset.”
The paper relies on this without support.
Projects have necessarily limited ambitions, so projects aiming at local solutions are not expected to exhibit global impacts.
“However, considering the necessarily limited ambitions of projects, it may seem little surprising that projects which aim, for example, at local solutions, involving local practitioners, do not exhibit global impacts.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
There are only a few places (in Austria, Germany, Switzerland, and South Africa) where transdisciplinarity has been institutionalized or research funding explicitly supports transdisciplinary processes, such as the German FONA or Swedish Mistra programs.
“But there are only a few places (in Austria, Germany, Switzerland, and South Africa) where transdisciplinarity has been institutionalized thus far or research funding explicitly supports transdisciplinary processs such as the German FONA (Newig et al. 2019) or the Swedish Mistra (Polk 2014) program.”
From Transdisciplinarity: science for and with society in light of the university’s roles and functions (2020) · cites this paper as Newig et al. 2019
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
DFG publication mean disagrees with its two subgroups
MinorWeighting the two DFG subgroup publication means by their project counts gives about 30.8 publications per million euros, not the reported DFG mean of 30.3. Rounding the subgroup means to one decimal cannot account for the difference.
“| DFG | 23 | 5.4 | 1.1 | 6.0 | 1.3 | 2.8 | 0.0 | 30.3 | 21.2 | 28.9 | 282.8 | 316.3 | 176.0 |”
“| Individual grant | 13 | 5.3 | 1.3 | 6.0 | 1.0 | 1.5 | 0.0 | 32.7 | 20.2 | 34.5 | 321.4 | 357.2 | 253.6 | | Project in Coll. Research Centre | 10 | 5.6 | 0.8 | 6.0 | 1.6 | 4.1 | 0.0 | 28.4 | 22.5 | 26.2 | 232.5 | 263.6 | 148.1 |”
Significance mark on PhD-model funding coefficient conflicts with model fit
MinorTable 7 marks the funding-sum coefficient in model 1 as significant at p < .05. With 42 observations, two predictors, and an overall R2 of .03, no individual predictor in that model can reach that significance threshold; its reported overall F-value is also only 0.57.
“| Funding sum | .06* | .12 | .09 | .07 |”
“| R 2 | .03 | .12 | .01 | .01 | | Adjusted R 2 | -.02 | .07 | -.04 | -.04 | | F-value | 0.57 | 2.59 + | 0.17 | 0.13 |”
BMBF funding-line counts sum to 57, not 58
MinorThe seven BMBF funding lines listed in Table 6 contain 4, 1, 11, 1, 21, 18, and 1 projects, totaling 57. The BMBF total is reported as 58, with no eighth category shown.
Reported 58 · recomputed 57
“| BMBF | 58 | 5.8 | 0.9 | 6.0 | 2.5 | 1.3 | 2.0 | 16.5 | 15.0 | 13.6 | 238.2 | 805.7 | 36.7 |”
The citation lists haven’t been fetched yet
References 27 · Cited by 125
- Authors
- Newig, J., Jahn, S., Lang, D. J., Kahle, J., & Bergmann, M.
- Affiliations
- Leuphana University of Lüneburg (DE)
- Corresponding author
- Newig, Jens
- Venue
- Environmental Science & Policy
- Publisher
- Elsevier BV
- Published
- 2019-11
- Volume
- 101
- Pages
- 147-155
- ISSN
- 1462-9011 (ISSN-L)
- OpenAlex
- W2971327034
- Semantic Scholar
- d10413d25b5fd62cbe010cf44ce997e97ad8be71
- Cited by
- 125
- References
- 27
- Citations by year
- 2026: 15 · 2025: 12 · 2024: 19 · 2023: 16 · 2022: 26 · 2021: 17 · 2020: 18 · 2019: 2
- FWCI
- 18.66
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Environmental Science & Policy (publishedVersion, cc-by-nc-nd)
- Multilingual Matters (Channel View Publications) (publishedVersion, cc-by-nc-nd)
- Funders
- Deutsche Forschungsgemeinschaft (LA3024/1-1, NE1207/4-1)
- Bundesministerium für Bildung und Forschung
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Interdisciplinary Research and Collaboration
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Social Sciences › Decision Sciences › Information Systems and Management › Research, Science, and Academia
- Keywords
- post-normal science, Mode 2 knowledge production, transdisciplinarity, interdisciplinary research, practitioner engagement, knowledge integration, research impact, social impact, PhD completion, research project results
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review