Shades of Grey: Guidelines for Working with the Grey Literature in Systematic Reviews for Management and Organizational Studies
Open accessAbstract
This paper suggests how the ‘grey literature’, the diverse and heterogeneous body of material that is made public outside, and not subject to, traditional academic peer‐review processes, can be used to increase the relevance and impact of management and organization studies (MOS). The authors clarify the possibilities by reviewing 140 systematic reviews published in academic and practitioner outlets to answer the following three questions: (i) Why is grey literature excluded from/included in systematic reviews in MOS? (ii) What types of grey material have been included in systematic reviews since guidelines for practice were first established in this discipline? (iii) How is the grey literature treated currently to advance management and organization scholarship and knowledge? This investigation updates previous guidelines for more inclusive systematic reviews that respond to criticisms of current review practices and the needs of evidence‐based management.
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TL;DR
This paper reviews 140 systematic reviews in management and organization studies (MOS) to examine why, what and how grey literature is used, and proposes 12 guidelines for incorporating it. The authors argue that grey literature can extend, contextualize and validate academic evidence, while acknowledging that its impact on review quality remains empirically untested.
Key findings
- Of the 124 academic reviews identified, approximately 23% incorporate grey literature (Category A), approximately 48% acknowledge it as at least a potential source (Categories A and B), and 77% exclude it (Categories B and C); all 16 (100%) practitioner reviews include grey literature.
- Category C reviews (white literature only) account for just under 46% of the total sample; Category B reviews explicitly exclude grey sources, most often citing manageability of the review task.
- The most frequently cited grey material in Category A reviews is conference proceedings and papers, (doctoral) theses and working papers; the least frequently cited include blogs, newspaper/magazine articles and the business press.
- Grey literature is used to extend the range of evidence, fill gaps where academic scholarship lags, provide contemporary/currency of evidence, and validate or corroborate academic findings; the authors propose a two-dimensional gradation of grey literature by outlet control and source expertise (Figure 1).
Methods
- Design: a systematic review of systematic reviews, covering reviews published between 2003 (Tranfield et al.'s first MOS guidelines) and 2014.
- Sample: 243 MOS journals were identified via the 2012 JCR Social Science Edition, EBSCOHost Business Source Complete and ISI Web of Science SSCI; searching for 'systematic review' or 'systematic literature review' yielded 124 academic reviews (13 articles claiming systematic review but lacking a recognizable methodology were excluded), plus 16 practitioner reviews from the Network for Business Sustainability, EPPI-Centre and the Campbell Collaboration — 140 reviews in total.
- Analysis: articles were categorized into three groups (A, B, C) and coded deductively against Denyer and Tranfield's five-step review framework, then inductively analysed using NVivo 10; Category A articles answered the 'why', 'what' and 'how' questions, Category B the 'why' and 'what', and Category C the 'why'.
Limitations
- The paper states that robust, empirical, evaluative evidence is lacking on whether reviews are more impactful through inclusion of grey literature, and that to the authors' knowledge no explicit formal evaluations have been made of the contribution to practice of any Category A reviews.
- The paper notes that methodological reporting in MOS reviews has been poor, particularly the failure to keep white and grey findings separate, which constrains what can be discerned about grey literature's specific contribution; the extent of publication bias in MOS is also stated to be unclear.
- Evident from the text: the sample is bounded to 2003–2014 and to reviews located through specified academic databases and three named grey-literature sponsors, and the authors note that search engine results are unstable (Palomino et al. 2013), which limits replicability of grey-literature searches.
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Integrity signals
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Cites
Statistics
Claims the paper makes
0 of 90 cited sources checked · 0 supported · 0 flagged
- Findingown data
All 16 (100%) of the practitioner reviews include grey literature (Category A).
“All 16 (100%) of the practitioner reviews include grey literature (Category A).”
Quote in the paperSubstantial claim - Findingown data
The paper identified 16 practitioner systematic reviews from the Network for Business Sustainability, the EPPI-Centre, and the Campbell Collaboration.
“Following a hand search for systematic reviews relevant to the MOS domain from each of these websites, a total of 16 reviews (hereafter 'practitioner' reviews) were identified for analysis.”
Quote in the paperSubstantial claim - Findingown data
The paper identified 124 systematic reviews published in the academic MOS literature.
“As a result of these steps, 124 systematic reviews published in the academic MOS literature were identified.”
Quote in the paperSubstantial claim - Findingown data
Approximately 48% of the included academic reviews acknowledge grey literature as at least a potential source (Categories A and B).
“approximately 48% acknowledge it as at least a potential source (Categories A and B)”
Quote in the paperSubstantial claim - Findingcitation
Category A reviews often make explicit references to non-academic audiences as ultimate users of findings.
“Reviews in Category A (which include grey literature) often make explicit references to non-academic audiences as ultimate users of findings.”
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- Findingown data
Three reviews considering questions of measurement and metrics draw on grey literature to provide instances of measures and measurement practice not evident in the academic literature.
“Three reviews considering questions of measurement and metrics draw on grey literature to provide instances of measures and measurement practice not evident in the academic literature.”
Quote in the paperNot a substantial claim - Findingown data
77% of the included academic reviews exclude grey literature (Categories B and C).
“and 77% exclude it (Categories B and C).”
Quote in the paperSubstantial claim - Findingown data
Approximately 23% of the included academic reviews incorporate grey literature (Category A).
“Approximately 23% of the included academic reviews incorporate grey literature (Category A)”
Quote in the paperSubstantial claim - Findingcitation
Peloza and Yachnin (2008) found white and grey literatures reporting different types of relevant measurement, with grey sources focused more than white on intermediate outcome metrics.
“Peloza and Yachnin (2008) found white and grey literatures reporting different types of (relevant) measurement: grey sources focused more than white on intermediate outcome metrics.”
Quote in the paperNot a substantial claim - Findingcitation
Category A reviews integrate user views as part of the stakeholder community into the formulation of the review question.
“Therefore, these reviews integrate user views as part of the stakeholder community (Denyer and Tranfield 2009) into the formulation of the review question.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Denyer and Tranfield 2009
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- Findingnone given
The least frequently cited grey material in Category A reviews include blogs, newspaper/magazine articles and the business press.
“The least frequently cited include blogs, newspaper/magazine articles and the business press.”
Quote in the paperNot a substantial claim - Findingnone given
Perceived gaps between researcher and practitioner interests are common in Category A reviews.
“Perceived gaps between researcher and practitioner interests are common also in Category A reviews.”
Quote in the paperNot a substantial claim - Findingcitation
Where interests overlap, grey literature is typically used to support and validate findings from the academic literature.
“Where interests overlap, grey literature is typically used to support and validate findings from the academic literature.”
Quote in the paperNot a substantial claim - Findingcitation
Grey literature is tacitly excluded from many systematic reviews by inclusion criteria restricting searches to well-established academic databases, reviewer decisions on search strings and keywords, and frequently used search conventions.
“Grey literature is tacitly excluded from many systematic reviews by dint of inclusion criteria restricting searches to well-established academic databases, reviewer decisions on search strings and keywords and frequently used search conventions (Denyer and Tranfield 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Denyer and Tranfield 2009
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- Findingown data
The grey material included in systematic reviews in MOS is heterogeneously constituted.
“The grey material that has been included in systematic reviews in MOS is clearly heterogeneously constituted.”
Quote in the paperSubstantial claim - Findingown data
Supplemental search of grey literature is undertaken for new insights when researchers feel their initial review strategy fails adequately to capture contextual information or address substantive concerns of the review.
“This review also shows that supplemental search of grey literature is undertaken for new insights when researchers feel their initial review strategy fails adequately to capture contextual information or address substantive concerns of the review.”
Quote in the paperSubstantial claim - Findingnone given
Albino et al. (2011) turned to institutional reports to provide detailed data about emissions not available in academic studies.
“Albino et al. (2011) turned to institutional reports to provide detailed data about emissions not available in academic studies.”
Quote in the paperNot a substantial claim - Findingreasoning
Category A reviews share some similar purposes to those outlined for B and C, but give greater prominence to non-academics as ultimate users of findings.
“As reported above, Category A reviews share some similar purposes to those outlined for B and C, but give greater prominence to non-academics as ultimate users of findings.”
Quote in the paperSubstantial claim - Findingcitation
The practice of turning to grey literature for the most contemporary evidence dates back at least to Winn and Roome (1993), who used sources ranging from company publications to journalistic articles.
“The practice of turning to grey literature for the most contemporary evidence dates back at least to Winn and Roome (1993, p. 148), who used sources ranging from company publications to journalistic articles in their effort to establish 'the state of the art of R&D management and the environment'.”
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The purposes of Category B and C reviews are largely framed around academic preoccupations and concerns for scientific validity and advancement.
“The purposes of Category B and C reviews are largely framed around academic preoccupations and concerns for scientific validity and advancement, as shown in Table 5.”
Quote in the paperNot a substantial claim - Findingnone given
Category C reviews do not consider grey literature.
“It is notable that Category C reviews do not consider grey literature”
Quote in the paperNot a substantial claim - Findingnone given
The most frequently cited grey material in Category A reviews are conference proceedings and papers, (doctoral) theses and working papers.
“The most frequently cited grey material in the Category A reviews are conference proceedings and papers, (doctoral) theses and working papers.”
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Within the respective literatures, practitioners and academics differed in which environmental impact tools were the focus of their attention.
“within the respective literatures practitioners and academics differed in which tools were the focus of their attention”
Quote in the paperNot a substantial claim - Findingcitation
A more direct strategy used by reviewers, and less reliant on secondary sources, is to issue requests to practitioner and policy experts for relevant source literature.
“A more direct strategy used by reviewers, and less reliant on secondary sources, is to issue requests to practitioner and policy experts for relevant source literature (e.g.McDermott et al. 2006;Phelps et al. 2007).”
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- cites Phelps et al. 2007
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- Findingcitation
A number of reviews used generalized search engines such as Google, Google Books and Google Scholar.
“A number of reviews used generalized search engines such as Google, Google Books and Google Scholar (e.g.Bertels et al. 2010;Bowen et al. 2010;Brammer et al. 2011;Cotte and Trudel 2009;Kaval 2011).”
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- cites Bowen et al. 2010
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- cites Brammer et al. 2011
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- Findingcitation
Researchers using grey literature typically search for it on technical and specialist online databases.
“Researchers using grey literature typically search for it on technical and specialist online databases.”
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The review of reviews summarized in this paper shows that a significant number of MOS scholars already assert that grey material has relevance to their research questions and objectives.
“The review of reviews summarized in this paper shows that a significant number of MOS scholars already assert that grey material has relevance to their research questions and objectives.”
Quote in the paperSubstantial claim - Findingown data
MOS scholars have explored novel fields of enquiry using grey literature.
“they have explored novel fields of enquiry”
Quote in the paperNot a substantial claim - Findingcitation
A number of reviewers from our sample who exclude the grey literature because of its challenges and the time required also believe that their conclusions may be poorer for its absence.
“A number of reviewers from our sample who exclude the grey literature because of its challenges and the time required also believe that their conclusions may be poorer for its absence (e.g.Levy and Williams 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Levy and Williams 2004
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- Findingown data
MOS scholars have used the grey literature to extend the scope of findings in their reviews by incorporating relevant contemporary material in dynamic and applied topic areas where scholarship lags.
“Our analysis reveals that these MOS scholars have used the grey literature to extend the scope of findings in their reviews by incorporating relevant contemporary material in dynamic and applied topic areas where scholarship lags”
Quote in the paperSubstantial claim - Findingown data
MOS scholars have validated or corroborated findings from the academic literature using grey literature.
“and have validated or corroborated findings from the academic literature.”
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The current study found that quality assessment at the individual article level has been diluted in MOS by application of a journal-level proxy alone.
“One unexpected finding of the current study is the extent to which this has been diluted in MOS by application of a journal-level proxy alone.”
Quote in the paperSubstantial claim - Findingown data
The majority of published systematic reviews in MOS do not report evaluating quality at the level of the individual study.
“the majority of published systematic reviews in MOS do not report evaluating quality at the level of the individual study.”
Quote in the paperSubstantial claim - Findingreasoning
Category A reviews principally deliver narrative-style reports using qualitatively oriented methods.
“They principally deliver narrative-style reports using, though sometimes adapting, qualitatively oriented methods (e.g.variations in content and framework analytic and comparative approaches).”
Quote in the paperNot a substantial claim - Findingown data
A small number of studies in the sample maintain a distinction between different categories of evidence, enabling interpretations that allow readers to determine the strength of inferences.
“A small number of studies in our sample maintain such a distinction, thus enabling interpretations of findings that allow readers to determine the strength of inferences presented.”
Quote in the paperNot a substantial claim - Findingcitation
Where reported, the principal evaluation criteria applied in Category A reviews are relevance and judgement.
“Where it is reported, the principal evaluation criteria applied in Category A reviews are relevance and judgement (e.g.Gray and Stites 2013;Kiwanuka et al. 2011;León and Farris 2011).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Gray and Stites 2013
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- cites Kiwanuka et al. 2011
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- cites León and Farris 2011
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- Findingreasoning
In Category A reviews, integrative and interpretive approaches to synthesis predominate.
“In the Category A reviews, characterized by their inclusion of a diversity of grey literature in a variety of presentational formats and content, integrative and interpretive approaches to synthesis predominate.”
Quote in the paperNot a substantial claim - Findingcitation
Category C reviews primarily report that literature search was restricted to refereed international journals, internationally esteemed journals, or peer-reviewed journal articles.
“These reviews primarily report that literature search was restricted to 'refereed international journals' (Van De Voorde et al. 2012), 'internationally esteemed journals' (Casimir and Tobi 2011;Fabbe-Costes and Jahre 2007), or 'peer-reviewed journal articles' (MacPherson and Holt 2007;Rose et al. 2011).”
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- cites Casimir and Tobi 2011
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- cites Fabbe-Costes and Jahre 2007
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- Findingcitation
Manageability of the review task is the critical concern in Category B reviews, often due to overwhelming volume of academic literature.
“Manageability of the review task is the critical concern, often in the face of an overwhelming volume of academic literature (e.g.Claus and Briscoe 2009; Leseure et al. 2004;Thorpe et al. 2005).”
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- cites Leseure et al. 2004
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- cites Thorpe et al. 2005
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- Findingnone given
Few Category A reviews suggest how findings from grey literature should be used alongside those from white literature.
“Few Category A reviews suggest how findings from grey literature should be used alongside those from white literature.”
Quote in the paperSubstantial claim - Findingown data
Category C reviews account for just under 46% of the total sample.
“They account for just under 46% of the total of our sample reviews.”
Quote in the paperNot a substantial claim - Findingcitation
A minority of Category C authors make explicit the assumption that journal impact factor is an indicator of validated knowledge at the level of individual studies.
“A minority of authors make this assumption explicit and argue that the journal impact factor is an indicator of validated knowledge at the level of individual studies (e.g.Crossan and Apaydin 2010;Xuan et al. 2011).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Crossan and Apaydin 2010
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- cites Xuan et al. 2011
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- Findingreasoning
In de Menezes and Kelliher (2011), it is not clear whether selection criteria were applied equally to white and grey literature in later phases of the review.
“it is not clear whether these criteria were applied equally to both sets of potential studies in later phases of the review.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites de Menezes and Kelliher 2011
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- Findingcitation
A small number of Category C reviews delimit searches to the most important journals, typically determined by league tables or academic community opinion.
“A small number delimit their searches still further by restricting searches to 'the most important journals', typically determined by league tables (e.g.Fulmer and Gelfand 2012) or academic community opinion (e.g.Cetindamar et al. 2009).”
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- cites Cetindamar et al. 2009
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- Findingreasoning
We lack robust, empirical, evaluative evidence that reviews are more impactful through inclusion of grey literature.
“But we lack robust, empirical, evaluative evidence from both the academic communities and the fields of practice that reviews are more impactful through the inclusion of the grey literature.”
Quote in the paperSubstantial claim - Findingcitation
Metrics to test and juxtapose findings from systematic reviews and EBMgt are sparse.
“However, metrics to test and juxtapose findings from systematic reviews and EBMgt are sparse, and more are needed (Reay et al. 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Reay et al. 2009
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- Findingcitation
In a number of instances where Category B authors reflect on grey literature, they point to loss of relevant input and additional information grey literature might contribute.
“in a number of instances where authors reflect on the potential of grey literature, they also point to the loss of relevant input to the review, and the additional information that grey literature might contribute (e.g.Knoben and Oerlemans 2006;León and Farris 2011;Mari and Poggesi 2013).”
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- cites León and Farris 2011
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- cites Mari and Poggesi 2013
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- Findingcitation
Mari and Poggesi (2013) and Levy and William's (2004) reviews were limited by self-confessed failure to exhaust management literature because they excluded books, chapters, conference proceedings, working papers, dissertations and other unpublished works.
“Both Mari and Poggesi (2013) and Levy and William's (2004) reviews were limited by their self-confessed failure to exhaust the management literature because they excluded books, chapters in books, conference proceedings, working papers, dissertations and other unpublished works.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Mari and Poggesi 2013
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- cites Levy and William's 2004
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- Findingown data
No Category A review reports intent to use grey literature to counterbalance publication bias.
“though no Category A review reports such intent.”
Quote in the paperNot a substantial claim - Findingown data
The grey literature has been shown in the Category A studies surveyed here to provide access to a wider variety of information than can be found in academic literature alone.
“The grey literature has been shown in the Category A studies surveyed here to provide access to a wider variety of information than can be found in the academic literature alone.”
Quote in the paperSubstantial claim - Findingnone given
In Category A systematic reviews that include grey literature, the authors state that their review findings would have been poorer without drawing on ideas from grey sources.
“In Category A reviews that include grey literature, authors are clear that review findings would have been the poorer without drawing on ideas from grey sources.”
Quote in the paperSubstantial claim - Interpretationreasoning
The grey literature can contribute to research relevance.
“This table supports our earlier assertion -that the grey literature can contribute to research relevance -but adds the more specific idea that the grey literature can assist in question formulation when practitioner or user impact is a significant research purpose.”
Quote in the paperSubstantial claim - Interpretationreasoning
The grey literature can assist in question formulation when practitioner or user impact is a significant research purpose.
“but adds the more specific idea that the grey literature can assist in question formulation when practitioner or user impact is a significant research purpose.”
Quote in the paperSubstantial claim - Interpretationreasoning
Incorporating grey literature can make a variety of positive contributions to subsequent inquiry and practice.
“Incorporating grey literature -the diverse and heterogeneous body of material available outside, and not subject to, traditional academic peer-review processes -can make a variety of positive contributions to subsequent inquiry and practice.”
Quote in the paperSubstantial claim - Premisereasoning
The fact that grey literature is not bound by the same publishing conventions that characterize white literature and comes in a variety of forms poses challenges for data management, extraction and synthesis.
“The fact that grey literature is not bound by the same publishing conventions that characterize white literature and comes in a variety of forms poses challenges for data management, extraction and synthesis.”
Quote in the paperSubstantial claim - Premisereasoning
Once potentially relevant grey literature is identified, questions of quality remain as another stumbling block to its inclusion in systematic review.
“Once potentially relevant grey literature is identified, questions of quality remain as another stumbling block to its inclusion in systematic review.”
Quote in the paperSubstantial claim - Premisecitation
Little methodological guidance exists for including grey literature in MOS reviews.
“While the potential contributions of grey literature are becoming apparent (Benzies et al. 2006;Rothstein and Hopewell 2009), little methodological guidance exists.For example, in the index of the 460 page Oxford Handbook of Evidence-Based Management (Rousseau 2012) 'grey literature' is referred to once.”
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- cites Rothstein and Hopewell 2009
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- cites Rousseau 2012
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- Interpretationcitation
Quality evaluation in MOS is difficult.
“Quality evaluation in MOS is difficult.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The narrative mode provides a compensatory mechanism to address individual study limitations through contextualization and triangulation.
“second, a compensatory mechanism to address individual study limitations through contextualization and triangulation.”
Quote in the paperSubstantial claim - Interpretationreasoning
The narrative mode provides opportunities for contextualization and validation.
“It provides, first, opportunities for contextualization and validation”
Quote in the paperSubstantial claim - Interpretationown data
Our observations of the range and types of grey literature included in and excluded from systematic reviews in MOS allow us to build on Kepes et al.'s (2012) taxonomy and posit gradations of grey literature using two dimensions.
“Our observations of the range and types of grey literature included in and excluded from systematic reviews in MOS allow us to build on Kepes et al.'s (2012) taxonomy and posit gradations of grey literature using two dimensions (Figure 1).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kepes et al. 2012
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- Premisecitation
Systematic review practice in MOS draws heavily on medical traditions, where the dominant evaluation paradigm uses hierarchies of evidence that privilege randomized controlled trials as the gold standard for evidence of what works.
“Systematic review practice in MOS draws heavily on the traditions of the medical domain, where the dominant evaluation paradigm is built around hierarchies of evidence (e.g.Evans 2003; OCEBM 2011), which privilege randomized controlled trials as the gold standard for evidence of what works (Rousseau et al. 2008).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Evans 2003
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- cites OCEBM 2011
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- cites Rousseau et al. 2008
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- Interpretationcitation
In mature fields, the grey literature enriches contextual understanding.
“In mature fields, where concepts and theories are clearer in advance, the grey literature enriches contextual understanding (e.g. de Menezes and Kelliher 2011; Lysaght et al. 2009).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites de Menezes and Kelliher 2011
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- cites Lysaght et al. 2009 source
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- Interpretationreasoning
The grey literature potentially provides additional evidence on which processes of cumulation and generalization can act.
“The grey literature potentially provides additional evidence on which the processes of cumulation and generalization can act.”
Quote in the paperSubstantial claim - Interpretationnone given
The grey literature can be used in aggregative synthesis to counteract publication bias.
“in aggregative synthesis to counteract publication bias”
Quote in the paperSubstantial claim - Interpretationcitation
The inference that grey literature inclusion improves guidance is strengthened by evidence that some authors who do not include grey literature believe their studies would have been improved by its inclusion.
“The inference is strengthened, given evidence that some authors who do not include grey literature (e.g.Levy and Williams 2004;Mari and Poggesi 2013;Pittaway and Cope 2007) believe their studies would have been improved by its inclusion.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Levy and Williams 2004
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- cites Mari and Poggesi 2013
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- cites Pittaway and Cope 2007
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- Interpretationreasoning
MOS collective experience with using systematic reviews has not progressed to an evaluation stage compared with fields with a more established history and practice.
“Management and organization studies' collective experience with using systematic reviews has simply not progressed to an evaluation stage compared with fields with a more established history and practice.”
Quote in the paperSubstantial claim - Interpretationreasoning
Systematic reviews that include grey literature make a contribution to the goal of more credible and generative management and organizational research.
“Systematic reviews that include grey literature make a contribution to that endeavour.”
Quote in the paperNot a substantial claim
- May combine two claims. 42
- Classified as probably not a substantial claim. 99
- The quote only partly states this claim. 2
May combine two claims.
Findingown dataThe sample comprised 140 systematic reviews, 124 academic and 16 practitioner.
“In total, 140 systematic reviews (124 academic and 16 practitioner) comprise the sample for investigation.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenNeither Martin and Assenov (2012) nor Bowen et al. (2010) identify the specific contribution of grey literature over and above academic literature, but each emphasizes that the added value of grey sources outweighs the negative effects of using a process that is not completely replicable.
“Neither Martin and Assenov (2012) nor Bowen et al. (2010) identify the specific contribution of grey literature in their reviews over and above that of the academic literature, but each article emphasizes that the added value of grey sources outweighs the negative effects of using a process that is not completely replicable.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationGarengo et al. (2005) found a lack of evidence on performance measurement systems for small and medium-sized enterprises in the white literature and turned to conference proceedings and internal reports, identifying new fields of inquiry.
“Garengo et al. (2005), for instance, found a lack of evidence on performance measurement systems for small and medium-sized enterprises in the white literature and so turned to conference proceedings and internal reports and, in this way, identified new fields of inquiry.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingcitationde Menezes and Kelliher (2011) report that a rich understanding of their substantive issue was impaired by insufficient context in the academic literature, and they supplement their review with grey literature.
“de Menezes and Kelliher (2011) report that a rich understanding of their substantive issue of interest was impaired by insufficient information about context provided by the academic literature, and supplement their review with grey literature.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationBititci et al. (2012) explored general literature on global and business trends by drawing on management gurus and sources such as thinkers50.com, and argue this allowed emerging conclusions from one stream of literature to inform the other.
“To complement and contextualize their findings on performance measurement Bititci et al. (2012, p. 307) explore general literature on global and business trends by drawing on the works of 'management gurus', and sources such as http://www. thinkers50.com and 'Who are the gurus' gurus?'The merit of this approach, they argue, is that it allowed for emerging conclusions from one stream of literature”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenNitkin et al. (2009) can point to major adaptation initiatives in the insurance sector following a review of grey literature.
“Similarly, Nitkin et al. (2009) can point to major adaptation initiatives in the insurance sector following a review of grey literature.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationTurner et al. (2013) include grey literature because many major articles have been aimed at practitioners, intending the study to be as inclusive as possible and to avoid eliminating potentially valuable contributions.
“Turner et al. (2013, p. 3) include grey literature for the reason that 'many of the major articles have been aimed at practitioners'; they intended the study to be as inclusive as possible and tried to avoid eliminating potentially valuable contributions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenSome authors explicitly claim that the resulting review does not become any less 'systematic', and they show how they adhere to the tenets of transparency and rigour, arguably more so in light of the grey literature's heterogeneity.
“Some authors explicitly claim that the resulting review does not become any less 'systematic', and they show how they adhere to the tenets of transparency and rigour, arguably more so in light of the grey literature's heterogeneity.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationOf the 20 environmental impact tools identified by Kaval (2011), 12 were identified in the white literature, one in the grey, and the remainder across both literatures.
“Of the 20 environmental impact tools identified by Kaval (2011), 12 were identified in the white literature, one in the grey and the remainder across both literatures.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationAdams et al. (2012), Albino et al. (2011) and Martin and Assenov (2012) all point to the contemporaneity or currency of grey literature, which can run ahead of academic research.
“Further, Adams et al. (2012), Albino et al. (2011) and Martin and Assenov (2012) all point to the contemporaneity or currency of grey literature, which can run ahead of academic research.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenPerkmann and Walsh (2007) draw on complementary information from reports published by government agencies and other organizations (e.g. OECD) in their discussion of the UK's history of university-industry joint R&D establishments.
“Perkmann and Walsh (2007) draw on complementary information from reports published by government agencies and other organizations (e.g.OECD) in their discussion of the UK's history of university-industry joint R&D establishments.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThese sources were selected on the basis of their reputation, currency and authority as well as search functionality.
“These sources were selected on the basis of their reputation, currency and authority as well as search functionality.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenMany sites providing specialized knowledge are idiosyncratic in the way they present and archive knowledge content as well as in their search functionality.
“Many sites providing specialized knowledge are idiosyncratic in the way they present and archive knowledge content as well as in their search functionality.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenSome sites do not adhere to the traditional bibliographic format to which scholarly reviewers have become accustomed.
“Some sites do not adhere to the traditional bibliographic format to which scholarly reviewers have become accustomed.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationAdams et al. (2012) explored a similar range of specialist sites as well as five blogs, using authority and reputation as their yardsticks for selection.
“Adams et al. (2012) explored a similar range of specialist sites as well as five blogs: authority and reputation their yardsticks for selection.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationPalomino et al. (2013) demonstrate the instability of search engine results, finding that results vary at an extremely fast pace, sometimes in only a matter of hours, with variable propensity of results to be higher or lower than in a previous search.
“Palomino et al. (2013) demonstrate the instability of search engine results.They found that, rather than repeated search generating an increasing number of results as new content is added over time, results vary at an extremely fast pace -sometimes in only a matter of hours, with variable propensity of results to be higher or lower than in a previous search.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenAlbino et al. (2011) screened 17 institutional databases, including those from consulting organizations, manufacturers associations, international research institutes and governmental organizations.
“Albino et al. (2011) screened 17 institutional databases, including those from consulting organizations, manufacturers associations, international research institutes and governmental organizations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationPeloza and Yachnin (2008) searched Greenbiz.com, Socialfunds.com, UN Environment Programme Finance Initiative, World Business Council for Sustainable Development and other grey sources.
“Peloza and Yachnin (2008), for example, searched Greenbiz.com,Socialfunds.com,UN Environment Programme Finance Initiative, World Business Council for Sustainable Development and other grey sources.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationSuch practices were echoed across several Category A reviews.
“Such practices were echoed across several Category A reviews (e.g.Avard et al. 2010;Stephan et al. 2013;Ton et al. 2013).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Avard et al. 2010
Not checked in the free run.
- cites Stephan et al. 2013
Not checked in the free run.
- cites Ton et al. 2013
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningSuch searches have necessitated developing new selection criteria in an endeavour to make the process as transparent as possible.
“Such searches have necessitated developing new selection criteria in an endeavour to make the process as transparent as possible.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
FindingreasoningCataloguing the diversity of the search and specifying sources can be challenging.
“Cataloguing the diversity of the search and specifying sources can be challenging.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenKaval's (2011) Google search returned a nominal 462,000 results, but they found only 50 actual results visible and accessible.
“Kaval's (2011) Google search returned a nominal 462,000 results, but they found only 50 actual results visible and accessible.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenIn their Google searches, both Bowen et al. (2010) and Arvai et al. (2012) reviewed the first five pages of returns, and Bertels et al. (2010) the first 500 results.
“In their Google searches, both Bowen et al. (2010) and Arvai et al. (2012) reviewed the first five pages of returns, and Bertels et al. (2010) the first 500 results.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
FindingreasoningSpecialized knowledge sites are not equally easy to navigate, and often do not have sophisticated search facilities.
“They are not equally easy to navigate, and often do not have sophisticated search facilities.”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationScholars active in other disciplines report additional benefits such as addressing publication bias, of which there is some evidence in MOS but limited in our sample.
“Scholars active in other disciplines, with longer traditions of deploying systematic review, report additional benefits such as addressing publication bias (Hopewell et al. 2007), of which there is some evidence in MOS (Kepes et al. 2012), but limited in our sample.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Hopewell et al. 2007
Not checked in the free run.
- cites Kepes et al. 2012
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenAdams et al. (2012) considered this a useful generic approach, and made a similar request to scholars in the field of sustainability, but this strategy led to a disappointing response.
“Adams et al. (2012) considered this a useful generic approach, and made a similar request to scholars in the field of sustainability, but this strategy led to a disappointing response.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningReviewers in the sample appear to take advantage of the flexibility of narrative summaries but may lack awareness of alternative approaches.
“Narrative summaries allow a highly flexible method, and reviewers appear to be taking advantage of this flexibility, though it appears they may lack awareness of alternative approaches.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationBertels et al. (2010) coded data at the level of sustainable practice and coded each practice in terms of level of empirical support.
“Bertels et al. (2010) coded data at the level of 'sustainable practice', coding each practice that they uncovered in terms of level of empirical sup-port.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bertels et al. 2010
Not checked in the free run.
May combine two claims.
FindingcitationBertels et al. (2010) were able to include practices where practitioner knowledge led extant theory and instances where academics proposed practices not directly used or tested in practice.
“In addition to reporting empirically supported practices, they were able to include practices where practitioner knowledge led extant theory as well as instances where academics had proposed practices that had not been directly used or tested in practice.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bertels et al. 2010
Not checked in the free run.
May combine two claims.
FindingreasoningCategory B reviews draw only on scholarly literature and explicitly discount grey sources.
“Category B reviews draw only on the scholarly literature, and present a range of rationales for selection similar to those found in Category C reviews, but explicitly discount grey sources; a number explain why.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationMcDermott et al. (2006) classified studies as higher, medium or lower quality on a range of criteria and reported findings against these qualifiers.
“McDermott et al. (2006) classified studies as of higher, medium or lower quality on a range of criteria, and reported findings against these qualifiers.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites McDermott et al. 2006
Not checked in the free run.
The quote only partly states this claim.
Findingown dataThe analysis of Category A reviews shows that scholars consistently adopt the reporting practice of descriptively summarizing salient characteristics of included studies.
“Our analysis of Category A reviews shows that scholars consistently adopt this reporting practice”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationA number of Category A review authors explicitly state they include grey literature because they believe it provides better guidance for practice.
“A number of the authors of Category A reviews explicitly state that they include the grey literature because they believe that, by doing so, they are able to provide better guidance for practice (e.g.Adams et al. 2012;Bertels et al. 2010;McDermott et al. 2006).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Adams et al. 2012
Not checked in the free run.
- cites Bertels et al. 2010
Not checked in the free run.
- cites McDermott et al. 2006
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Findingnone givenThere is a relative failure in MOS reviews to keep findings, conclusions and recommendations relating to white and grey literature separate.
“Of particular concern for the current paper is the relative failure to keep findings, conclusions and recommendations relating to white and grey literature separate.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationClaus and Briscoe (2009) point to inherent biases in their selection criteria and say additional insight could be gained from research outside their stated parameters.
“Claus and Briscoe (2009) more explicitly point to inherent biases in their selection criteria and say that additional insight could be gained from research outside their stated parameters.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Claus and Briscoe 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationPittaway and Cope (2007) conclude key aspects of their study were under-represented owing to inclusion criteria and argue future studies would benefit from examining grey literature.
“Pittaway and Cope (2007) conclude that key aspects of their study were somewhat under-represented owing to their inclusion criteria and argue that future studies would benefit from examining grey literature in more detail.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pittaway and Cope 2007
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Findingnone givenPreviously published reviews in MOS have to a great extent been poor in methodological reporting.
“previously published reviews in MOS have to a great extent been poor in methodological reporting.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenPeer-review is used as a primary filter for inclusion as a proxy for quality in Category B articles.
“peer-review is used as a primary filter for inclusion as a proxy for quality in Category B articles.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationThe majority of Category B authors are unapologetic about excluding grey literature: they recognize it exists but consider academic literature adequate for the immediate project.
“the majority of Category B authors are unapologetic about excluding grey literature: they recognize that it exists, but consider publications from the academic literature adequate, at least for the purposes of the immediate project (e.g.Schmeisser 2013;Tarí 2011;Vishanth et al. 2009).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Schmeisser 2013
Not checked in the free run.
- cites Tarí 2011
Not checked in the free run.
- cites Vishanth et al. 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationKnoben and Oerlemans (2006) describe their chosen method of searching literature as disadvantageous, leading to omission of books and book chapters.
“Knoben and Oerlemans (2006) describe their chosen method of searching literature as disadvantageous, leading to the omission of books and book chapters.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Knoben and Oerlemans 2006
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe extent of publication bias in MOS is unclear.
“The extent of publication bias in MOS is unclear”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
FindingreasoningTo our knowledge, no explicit and formal evaluations have been made of the contribution to practice of any Category A reviews.
“To our knowledge, no explicit and formal evaluations have been made of the contribution to practice of any Category A reviews.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataThis paper shows how MOS researchers incorporate grey literature in a fashion that reflects diverse use of evidence.
“This paper shows how MOS researchers incorporate the grey literature in a fashion that reflects this diverse use of evidence.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationOne study included in the sample, a Category C review by Homberg and Bui (2013), reported that the published literature on the diversity performance link overestimates the strength of positive results.
“One study included in our sample, a Category C review by Homberg and Bui (2013), reported that the published literature on the diversity performance link overestimates the strength of positive results.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Homberg and Bui 2013
Not checked in the free run.
Classified as probably not a substantial claim.
Findingown dataA number of authors in the reviewed sample reflected that their reviews might have been improved by including grey literature.
“A number of authors reflected that their reviews might have been improved by the inclusion of the grey literature.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenIn journals dealing with management issues in medicine, such as Journal of Nursing Management, quality assessments of individual articles appear routinely.
“Another exception is articles in journals that deal with management issues in medicine such as Journal of Nursing Management, where quality assessments of individual articles appear routinely.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
FindingreasoningMany authors in the reviewed sample were concerned with the time required for reviewing more extensive sources.
“Since many were concerned with the time required for review of more extensive sources, future researchers might consider running trials in which the same question is addressed, but by separate teams, one empowered to include the grey literature, the other not.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataThe 12 guidelines are derived from a systematic review of reviews showing that grey material is already being considered and used by many MOS researchers, but then extended in light of trends, source availability and use in a digital age.
“The 12 guidelines that summarize this discussion are derived from a systematic review of reviews showing that grey material is already being considered and used by many MOS researchers, but then extended in light of trends, source availability and use in a digital age.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenThere is an unruly and rapidly increasing amount of grey evidence available.
“There is an unruly and rapidly increasing amount of grey evidence available.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingnone givenThe extent of the impact on findings of including grey literature in Category B and C reviews is unclear.
“What is less clear is the extent, if any, of the impact on findings had the grey literature been included in Category B and C reviews.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningAll tiers of the grey literature have the potential to define and contextualize phenomena of research knowledge because grey literature includes potentially relevant knowledge that is sometimes not reported adequately in academic articles.
“This evidence leads us to the general conclusion that all tiers of the grey literature have the potential to define and contextualize phenomena of research knowledge because it includes potentially relevant knowledge that is sometimes not reported adequately in academic articles.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationIntegrating user views into question formulation is particularly appropriate where the research topic is novel or requires contextualization.
“This is particularly appropriate where the research topic is novel or requires contextualization (Rutter et al. 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rutter et al. 2010
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningQuestions about impact and contribution in Category C reviews might be interpreted as benefiting from broader review, especially in dynamic or emergent fields where academic knowledge may lag.
“even though questions about impact and contribution in particular might be interpreted as benefiting from broader review, espe-cially in dynamic or emergent fields where academic knowledge may lag.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningCategory A reviews deliberately reject some grey literatures, indicating that selection decisions are not made indiscriminately and active choices are pursued about inclusion and exclusion.
“The observation that Category A reviews deliberately reject some of the grey literatures indicates that selection decisions are not made indiscriminately, and active choices are pursued about inclusion and exclusion.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningThe decision to include grey literature requires conscious, explicit and different procedures, typically involving a review-specific strategy.
“The decision to include grey literature thus requires conscious, explicit and different procedures, typically involving a review-specific strategy.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningWhen extending searches beyond the electronic databases of published and unpublished studies, a multilayered and semistructured process is necessary to enable manageability, maintain control over a time-consuming process, and ensure transparency and replicability to the extent possible.
“When extending searches beyond the electronic databases of published and unpublished studies (e.g.conference papers, working papers), a multilayered and semistructured process is necessary to enable manageability, maintain control over a time-consuming process, and ensure transparency and replicability to the extent possible.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningIt is important to explore electronic repositories, ideally with editorial independence and professional or institutional affiliations, to identify grey literature, creating site-specific search strings as necessary.
“In other words, it is important to explore electronic repositories (ideally with editorial independence and professional or institutional affilia-tions) to identify grey literature, creating site-specific search strings as necessary.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningMaintaining a documentary record of decisions and processes enables researchers to report credibly for journal submission.
“However, maintaining a documentary record of decisions and processes enables researchers to report credibly for journal submission.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningSuch records, if made publicly available, are useful for meeting the increasingly common stipulation of funding bodies such as Research Councils (UK) and the National Science Foundation (USA).
“Such records, if made publicly available, are useful for meeting the increasingly common stipulation of funding bodies such as Research Councils (UK) and the National Science Foundation (USA).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningMore flexible processes for search are needed to explore both generalist and specialist sites.
“More flexible processes for search are needed to explore both generalist and specialist sites.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningIt may be necessary to modify or replace search strings developed for academic databases when searching grey literature.
“Consequently, and owing to the broad range of document type and search options, it may be necessary to modify or replace search strings developed for academic databases (e.g.Albino et al. 2011).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Albino et al. 2011
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningGiven that grey literature has rarely been through a peer review process and is generated in response to a much more diverse set of circumstances, there is a need to develop alternative and study-specific quality appraisal techniques and methods, where possible.
“Given that grey literature has rarely been through a peer review process and is generated in response to a much more diverse set of circumstances, there is a need to develop alternative and study-specific quality appraisal techniques and methods, where possible.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningVaried outcomes may be an indication of the immaturity of a field of inquiry and so further indicate a need for deeper exploration of grey literature.
“Varied outcomes may be an indication of the immaturity of a field of inquiry and so further indicate a need for deeper exploration of grey literature.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAdditional and less clearly defined standards add time and expense to the process of systematic review, which has deterred some researchers from using them.
“Additional and less clearly defined standards add time and expense to the process of systematic review, which has deterred some researchers from using them (e.g.Conn et al. 2003)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Conn et al. 2003
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThere is strong justification for greater consideration of including the grey literature in future MOS systematic reviews.
“On the basis of these observations, we argue that there is strong justification for greater consideration of including the grey literature in future MOS systematic reviews.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisereasoningHistorically, access to many forms of grey literature has been a barrier to its inclusion in systematic review, since it has not been included in well-curated databases of academic disciplines.
“Historically, access to many forms of grey literature has been a barrier to its inclusion in systematic review, since it has not been included in well-curated databases of academic disciplines.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationGrey literatures typically have no abstract, and so relevance and other inclusion criteria often cannot be determined without reviewing the entire document.
“For example, grey literatures typically have no abstract, and so relevance and other inclusion criteria often cannot be determined without reviewing the entire document (Benzies et al. 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Benzies et al. 2006
Not checked in the free run.
May combine two claims.
PremisecitationThrough digitization, the size and influence of grey literature has increased, and the need to include it in systematic review has become more evident.
“Through digitiza-tion, however, the size and influence of this type of literature has increased, and the need to include it in systematic review has become more evident, while better cataloguing and management has increasingly become a concern for librarians (Jeffery 2000).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Jeffery 2000
Not checked in the free run.
May combine two claims.
Premisenone givenScholarly studies provide methodological descriptions that facilitate evaluating quality; such assurance is usually missing in grey publications, which tend to focus on conclusions rather than the process by which they were reached.
“Scholarly studies provide methodological descriptions that facilitate evaluating quality; such assurance is usually missing in grey publications, which tend to focus on conclusions rather than the process by which they were reached.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
InterpretationreasoningExperts queried may also be able to identify specialist websites with relative ease and professional confidence.
“Experts queried may also be able to identify specialist websites with relative ease and professional confidence.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationThe analysis reported here more firmly connects systematic review to its original pragmatic and practice-oriented purpose in the evidence-based management paradigm.
“The analysis reported here more firmly connects systematic review to its original pragmatic and practice-oriented purpose (Tranfield et al. 2003) in the evidence-based management (EBMgt) paradigm (Briner et al. 2009;Huff et al. 2006;Rousseau 2012).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Tranfield et al. 2003
Not checked in the free run.
- cites Briner et al. 2009
Not checked in the free run.
- cites Huff et al. 2006
Not checked in the free run.
May combine two claims.
PremisecitationSource evaluation in systematic reviews is not only a mechanism for excluding low-quality evidence; it also involves appraising and reporting included material so that the reliability of findings can be judged.
“An important and often overlooked point is that source evaluation is not simply a mechanism for excluding low-quality evidence, but is also about appraising and reporting what is included so that judgement can be made about the reliability of findings (Denyer and Tranfield 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Denyer and Tranfield 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningThe grey literature can bring the disparate voices of experience into scholarly conversation to increase its relevance and impact.
“However, the grey literature can bring the disparate voices of experience into scholarly conversation to increase its relevance and impact.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenThe heterogeneity of grey literature is a specific problem that makes it less amenable to traditional forms of archiving, retrieval, analysis, synthesis, bibliographic data capture, data extraction and integration.
“The heterogeneity of grey literature is a specific problem that makes it less amenable to traditional forms of archiving, retrieval, analysis, synthesis, bibliographic data capture, data extraction and integration.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
InterpretationreasoningAssessing grey literature requires time and complicated trade-offs whose appropriateness will vary according to study context.
“Assessing this material requires time and complicated trade-offs whose appropriateness will vary according to study context.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningIn the middle ground lie many government reports, news articles, company publications and so on that may be of interest even though source expertise and outlet control cannot be fully determined.
“In the middle ground lie the many government reports, news articles, company publications and so on that may be of interest even though source expertise and outlet control cannot be fully determined.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningThis categorization recognizes that experts generate a range of material that may be of scholarly interest.
“This categorization recognizes that experts generate a range of material that may be of scholarly interest.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe narrative mode of summary adopted in the sample resonates with Rousseau et al.'s synthesis by integration.
“The narrative mode of summary adopted in our sample resonates with Rousseau et al.'s (2008) 'synthesis by integration', involving the collection and comparison of evidence derived from two or more data collection methods in a search for patterns and connections.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Rousseau et al. 2008
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenProminent outlets sometimes publish unreviewed material written by people with unknown training and experience.
“Similarly, prominent outlets sometimes publish unreviewed material written by people with unknown training and experience.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe field of MOS has been characterized as ontologically and epistemologically diverse, making it difficult to develop a single agreed paradigm for evaluation.
“The field has been characterized as ontologically and epistemologically diverse (Tranfield and Starkey 1998), making it difficult to develop a single and agreed paradigm for evaluation, the production of which has been described as 'a forlorn hope' (Johnson et al. 2006, p. 146).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Tranfield and Starkey 1998
Not checked in the free run.
- cites Johnson et al. 2006
Not checked in the free run.
Classified as probably not a substantial claim.
InterpretationreasoningGiven increasing likelihood that data collection methods go unreported through increasing grey tiers, the narrative mode can be understood as both a pragmatic and compensatory strategy.
“Given the increasing likelihood that data collection methods go unreported through increasing grey tiers of the literature (Figure 1), this can be understood as both a pragmatic and a compensatory strategy.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationA widely accepted tenet of systematic review is that individual articles are assessed for quality.
“A widely accepted tenet of systematic review is that individual articles are assessed for quality (Tranfield et al. 2003).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tranfield et al. 2003
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Interpretationnone givenAssessing quality is even more difficult when grey literature must be evaluated.
“Assessing quality is even more difficult when grey literature must be evaluated.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Premisenone givenThe grey literature comes from a complex landscape of information artefacts generated in the course of real-life practices.
“In short, the grey literature comes from a complex landscape of information artefacts generated in the course of real-life practices.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationRutter et al. (2010) suggest that summaries of grey literature data should be reported separately from the synthesis of academic empirical studies so readers are clear what level of data informs which conclusions.
“Rutter et al.'s (2010) suggestion that, while grey literature contains important and relevant insight and knowledge, summaries of such data should be reported separately from the synthesis of academic empirical studies so that readers and users are clear what level of data is informing which conclusions.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rutter et al. 2010
Not checked in the free run.
Classified as probably not a substantial claim. The quote only partly states this claim.
InterpretationreasoningCurrent use suggests that findings and confidence levels of systematic reviews of white and grey literature should be reported separately unless the literatures are of similar status.
“current use suggests that findings and confidence levels of systematic reviews of white and grey literature should be reported separately.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGrey literature can point to the wisdom of practice, which may not be reflected in scientific evidence.
“supports the view that grey literature can point to the wisdom of practice, which may not be reflected in scientific evidence (Benzies et al. 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Benzies et al. 2006
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPawson et al. argue there is a critical role for grey literature in realist or theory-led reviews aimed primarily at developing theory for subsequent investigation and testing.
“argue that there is a critical role for the grey literature in 'realist' or 'theory-led' reviews where the aim of the project is primarily to develop theory for subsequent investigation and testing.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Pawson et al. 2004
Not checked in the free run.
- cites Pawson et al. 2005
Not checked in the free run.
Classified as probably not a substantial claim.
InterpretationreasoningThe grey literature can be used in interpretive synthesis to offer a richer set of accounts and supplementary narratives.
“in interpretive synthesis to offer a richer set of accounts and supplementary narratives”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationEmergent fields are characterized by inconsistency and proliferation of constructs, a widely distributed or fragmented body of knowledge, lack of a universal language, and absence of coalescing and binding theories.
“Emergent fields are characterized by inconsistency and proliferation of constructs, a widely distributed or fragmented body of knowledge, lack of a universal language, and absence of coalescing and binding theories (Burgess et al. 2006).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Burgess et al. 2006
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe presumption in Category C reviews is that scholarly journals and the double-blind peer-review process are a reliable proxy for quality.
“The (often tacit) presumption in Category C reviews is that scholarly journals and, in particular, the double-blind peerreview process, are a reliable proxy for quality.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPeloza and Yachnin (2008) note that results in the academic literature tend to show a less positive relationship between sustainability and financial performance than do grey reports.
“They note that results in the academic literature tend to show a less positive relationship between sustainability and financial performance than do grey reports.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Peloza and Yachnin 2008
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningReport credibility for many audiences is likely to be enhanced through inclusion of comparative and descriptive analysis of grey literature findings, especially where findings supplement or challenge white literature.
“report credibility for many audiences is likely to be enhanced through the inclusion of comparative and descriptive analysis of grey literature findings, especially in instances where findings supplement or challenge those of the white literature.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationFindings from diverse bodies of evidence can be synthesized to deliver value in terms of their contribution to discourse and practice.
“we argue that the findings from diverse bodies of evidence can be 'synthesized' to deliver value in terms of their contribution to discourse and practice (Gough and Elbourne 2002).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gough and Elbourne 2002
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningGrey literature begins to lose its distinctive identity and contribution when treated and analysed as equivalent to white literature.
“grey literature begins to lose its distinctive identity and contribution when treated and analysed as an equivalent to the white literature.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningDespite limited evidence in the sample of different approaches to synthesis being used, the grey literature can be used in explanatory synthesis to provide additional context specificity.
“we contend that the grey literature can be used in explanatory synthesis to provide additional context specificity”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningThe grey literature can be used in integrative synthesis to explore opportunities for triangulation and contextualization.
“and in integrative synthesis to explore opportunities for triangulation and contextualization.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA range of evidence types is used in managerial decision-making.
“A range of evidence types is used in managerial decision-making (Briner et al. 2009;Kyratsis et al. 2014).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Briner et al. 2009
Not checked in the free run.
- cites Kyratsis et al. 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe inference that guidance is de facto better because of grey literature inclusion is at best a tenuous rationale.
“At best, this is a tenuous rationale.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenOne reason for including grey literature in systematic reviews is to inform practice better.
“We have argued that one reason for including the grey literature in systematic reviews is to inform practice better.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe same problems that afflict primary research, including confirmatory and publication bias, may also afflict systematic reviews.
“the same problems that afflict primary research, which include confirmatory and publication bias, may also afflict systematic reviews.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningSystematic review's practical application in MOS has not reached maturity.
“its practical application in the field has not reached maturity.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
InterpretationreasoningBroader engagement of stakeholders is conducive to innovation in management practice because it increases the variety of interactions with evidence from past experience.
“Broader engagement of stakeholders is conducive to innovation in management practice because it increases the variety of interactions with evidence from past experi-ence.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationBroad interrogation of evidence and its use is consistent with Pettigrew's call for holism and sensitivity to action, dynamics, context and complexity.
“Broad interrogation of evidence and its use is consistent with Pettigrew's call for 'a new concern for holism and sensitivity to action, dynamics, context and complexity'”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pettigrew 2011
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationA principle criterion for inclusion of grey literature is fitness for purpose, how it fits into ways findings are likely to be used.
“A principle criterion for inclusion of grey literature, then, becomes fitness for purpose, how it fits into the ways in which the findings are likely to be used (Boaz and Ashby 2003;Briner et al. 2009;Gough 2007;Nutley et al. 2013;Pawson 2006).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Boaz and Ashby 2003
Not checked in the free run.
- cites Briner et al. 2009
Not checked in the free run.
- cites Gough 2007
Not checked in the free run.
May combine two claims.
Interpretationown dataThe grey literature provides a perspective for contextualizing, critiquing and reflecting on published studies, serving scholars and practitioners with data, knowledge and experience for a more comprehensive and contextual view.
“It provides a perspective for contextualizing, critiquing and reflecting on published studies, and so serves scholars and practitioners alike with data, knowledge and experience that can offer a more comprehensive and contextual view of the topic”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningCurrent knowledge is constrained by the quality of reporting.
“current knowledge is constrained by the quality of reporting.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningSystematic reviews that include grey literature can provide an important source of information for research and practical projects, especially those concerning new fields of inquiry where knowledge from early experience is needed.
“systematic reviews that include grey literature can provide an important source of information for research and practical projects, especially those concerning new fields of inquiry where knowledge from early experience is needed.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe grey literature can draw on practitioner expertise and judgement from local contexts in which decisions, actions and outcomes occur and the perspectives of those affected.
“the grey literature can draw on practitioner expertise and judgement from local contexts in which decisions, actions and outcomes occur and the perspectives of those people who might be affected by them.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationPawson et al. (2005) argue reviews based on research literature alone can fail to provide sufficiently rich, detailed and practical understanding of complex interventions.
“Our findings are consistent with Pawson et al. (2005), who argue that reviews based on the research literature alone can fail to provide a sufficiently rich, detailed and practical understanding of complex interventions.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pawson et al. 2005
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationBriner et al. (2009) suggest Evidence-based management is about making decisions through conscientious, explicit, and judicious use of four sources of information: practitioner expertise and judgment, evidence from local context, critical evaluation of best available research evidence, and perspectives of those affected.
“Briner et al. (2009, p. 19) specifically suggest that Evidence-based management is about making decisions through the conscientious, explicit, and judicious use of four sources of information: practitioner expertise and judgment, evidence from the local context, a critical evaluation of the best available research evidence, and the perspectives of those people who might be affected by the decision”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Briner et al. 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe opportunities offered by grey literature are congruent with the sentiments of the EBMgt practising framework.
“The opportunities offered by the grey literature thus are congruent with the sentiments of the EBMgt practising framework.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningSystematic review can be seen not just as a first step in research and practice projects, but also as an important contribution to what can be accomplished in those projects.
“Systematic review can thus be seen not just as a first step in research and practice projects, but also as an important contribution to what can be accomplished in those projects.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSome scholars within MOS have argued that inclusion of grey literature in systematic reviews can counterbalance publication bias.
“Some scholars within MOS have argued that the inclusion of the grey literature in systematic reviews can counterbalance such bias (e.g.Briner et al. 2009), though no Category A review reports such intent.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Briner et al. 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationcitationBoth systematic review and EBMgt have to be further developed and tested.
“We acknowledge that, as all complex conceptualizations in their infancy, both systematic review and EBMgt have to be further developed and tested (Briner et al. 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Briner et al. 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenIn MOS, the most likely effect of publication bias will be either to exaggerate effect or under-inform context by dismissing replication studies.
“In MOS, the most likely effect of publication bias will be either to exaggerate effect or under-inform context by dismissing replication studies.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationStudies in other disciplines have suggested that incorporating grey literature can help address publication bias.
“Studies in other disciplines have suggested that incorporating the grey literature can also help address publication bias, the 'file drawer' problem (Hopewell et al. 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hopewell et al. 2007
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMOS is a relative latecomer to evidence-based practice.
“Management and organization studies is a relative latecomer to evidence-based practice (Madhavan and Niranjan 2015)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Madhavan and Niranjan 2015
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningWhen narratives from grey literature are juxtaposed and synthesized with other sources of evidence, they can empower managers and researchers to create their own metanarratives regarding specific decisions or actions.
“When such narratives are juxtaposed and synthesized with other sources of evidence, they can empower managers and researchers to create their own metanarratives regarding specific decisions or actions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
InterpretationreasoningEngaging with grey literature in the systematic review process is attractive because it captures heterogeneity and promotes inclusiveness of the evidence pool and lessens the divide between stakeholders.
“engaging with grey literature in the systematic review process is thus attractive because it captures heterogeneity and promotes inclusiveness of the evidence pool and lessens the divide between stakeholders.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningSystematic reviews that include grey literature support dialectical and dialogical propensities and invite generative possibilities of difference in a more democratizing manner.
“In this way, systematic reviews that include grey literature support dialectical and dialogical propensities, and invite the generative possibilities of difference in a more democratizing manner”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
High-quality work is published outside the white literature by individuals who are not under pressure to publish in academic journals.
“but it is reasonable to assume that high-quality work is published outside the white literature by individuals who are not under pressure to publish in academic journals (Gibbons et al. 1994;Grayson and Gomersall 2003).”
The paper relies on this without support.
The Network for Business Sustainability, the EPPI-Centre, and the Campbell Collaboration are reputable independent sponsors and advocates of systematic reviewing.
“The sites of three reputable independent sponsors and advocates of systematic reviewing were searched for relevant reviews: the Network for Business Sustainability (NBS), the Evidence for Policy and Practice Information and Co-ordinating Centre (EPPI-Centre) and the Campbell Collaboration.”
The paper relies on this without support.
Not all research purposes necessitate references to grey literature.
“in recognition of the fact that not all research purposes necessitate references to grey literature”
The paper relies on this without support.
The amount of grey material that might be considered in management and organizational studies systematic reviews is large.
“Given the amount of grey material that might be considered, decision rules for inclusion/exclusion are a particularly important part of this exercise.”
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?
GL sources have many different formats and levels of credibility, defined as shades of GL.
“It is also recognized that GL sources have many different formats and levels of credibility, defined as shades of GL [50].”
From DevSecOps practices and tools (2025) · cites this paper as [50]
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.
Category C reviews are just over, not just under, 46% of the sample
MinorTable 3 lists 65 Category C reviews. Out of the stated sample of 140, that is 46.4%, contradicting the description "just under 46%."
“They account for just under 46% of the total of our sample reviews.”
“| Category C Articles that incorporate only the 65 academic | |”
The same review is cited as both Category A and Category B
MinorLeón and Farris (2011) is given as an example of a Category A review, which incorporates grey literature, and later as an example in the discussion of Category B reviews, which exclude it.
“Where it is reported, the principal evaluation criteria applied in Category A reviews are relevance and judgement (e.g.Gray and Stites 2013;Kiwanuka et al. 2011;León and Farris 2011).”
“It is notable, however, that in a number of instances where authors reflect on the potential of grey literature, they also point to the loss of relevant input to the review, and the additional information that grey literature might contribute (e.g.Knoben and Oerlemans 2006;León and Farris 2011;Mari and Poggesi 2013).”
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1999 Presidential Address: Changes in Organizational Knowledge Production
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Management as a Design Science Mindful of Art and Surprise
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Research Integrity: An Exploratory Survey of Administrative Science Faculties
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Self-citationGeologists and Gray Literature
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An investigation of paradigm choice in Australian international human resource management research
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Improving Practice Guidelines With Patient-Specific Recommendations
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Flagged first, then by citations
Research works printed but not linked: 22
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Kristoffersen, E., Blomsma, F., Mikalef, P., & Li, J. (2020) · Journal of Business Research · doi:10.1016/j.jbusres.2020.07.044 · Cited by 841 · see citing works
Garousi, V., Felderer, M., & Mäntylä, M. V. (2019) · Information and Software Technology · doi:10.1016/j.infsof.2018.09.006 · Cited by 831 · see citing works
Sample Selection in Systematic Literature Reviews of Management Research
Hiebl, M. R. W. (2023) · Organizational Research Methods · doi:10.1177/1094428120986851 · Cited by 635 · see citing works
Systematic literature review on sustainable human resource management
Macke, J., & Genari, D. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.10.091 · Cited by 521 · see citing works
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The cognitive benefits of learning computer programming: A meta-analysis of transfer effects.
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Data supply chain (DSC): Research synthesis and future directions
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“It is also recognized that GL sources have many different formats and levels of credibility, defined as shades of GL [50]. the sources of GL in terms of credibility.”
Preliminary Findings about DevSecOps from Grey Literature
Mao, R., Zhang, H., Dai, Q., Huang, H., Rong, G., Shen, H., Chen, L., & Lu, K. (2020) · 2020 IEEE 20th International Conference on Software Quality, Reliability and Security (QRS) · doi:10.1109/qrs51102.2020.00064 · Cited by 49 · see citing works
Voice in non-traditional employment relationships: a review and future research directions
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Revisit security in the era of DevOps: An evidence-based inquiry into DevSecOps industry
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Navigating the DevOps landscape
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On the Use of Grey Literature: A Survey with the Brazilian Software Engineering Research Community
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- Authors
- Adams, R. J., Smart, P., & Huff, A. S.
- Affiliations
- University of Surrey (GB)
- Cranfield University (GB)
- National University of Ireland, Maynooth (IE)
- Corresponding author
- Adams, Richard J.
- Venue
- International Journal of Management Reviews
- Publisher
- Wiley
- Published
- 2016-04-19
- Volume
- 19
- Issue
- 4
- Pages
- 432-454
- ISSN
- 1460-8545 (ISSN-L)
- 1468-2370
- OpenAlex
- W2336383631
- Semantic Scholar
- 6ccba909e66fdbf509c9fb7961f02bed4bee8fc5
- Cited by
- 995
- References
- 137
- Citations by year
- 2026: 144 · 2025: 155 · 2024: 144 · 2023: 118 · 2022: 123 · 2021: 105 · 2020: 97 · 2019: 55 · 2018: 36 · 2017: 17 · 2016: 1
- FWCI
- 13.05
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- International Journal of Management Reviews (publishedVersion, cc-by)
- Bristol Research (University of Bristol) (acceptedVersion, cc-by)
- CERES (Cranfield University) (submittedVersion, cc-by)
- Explore Bristol Research (submittedVersion, cc-by)
- Funders
- Engineering and Physical Sciences Research Council (EP/I033351/1)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Social Sciences › Business, Management and Accounting › Management Information Systems › Optics and Image Analysis
- Social Sciences › Decision Sciences › Management Science and Operations Research › Business Strategies and Management Research
- Keywords
- grey literature, systematic reviews, management and organization studies, evidence-based management, review guidelines, peer review
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 ›
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