Cited by 34Job Satisfaction and Organizational BehaviorMotivation and Self-Concept in SportsWorkplace Health and Well-being

A test of work motivation profile similarity across four distinct samples of employees

Open access
Gillet, Nicolas, Morin, Alexandre J.S., Ndiaye, Adama, Colombat, Philippe, Fouquereau, Evelyne·2020·Journal of Occupational and Organizational Psychology

Abstract

The present study examines how the different forms of behavioural regulation proposed by self‐determination theory combine within different profiles of workers and the extent to which these configurations are replicated among four samples of workers from distinct occupational groups (managers, nurses, physiotherapists, and hospital employees). In addition, this research investigates the role of workload (as a job demand), as well as perceived organizational, supervisor, and colleagues support (as job resources) in the prediction of profile membership. Finally, this research also documents the relation between motivation profiles and a series of adaptive (work performance) and maladaptive (presenteeism, turnover intentions, and absenteeism) work outcomes. Latent profile analyses revealed six similar motivation profiles among the four samples (n = 291 managers, 249 hospital employees, 237 nurses, and 373 physiotherapists). The results also showed the highest levels of presenteeism and turnover intentions, and the lowest levels of work performance to be associated with the Externally Driven profile. Moreover, workload predicted a higher likelihood of membership into the Self‐Driven Introjected and Externally Driven profiles relative to the Moderately Intrinsically Motivated , Highly Intrinsically Motivated , and Self‐Driven Hedonist profiles. Finally, perceived colleagues support predicted a decreased likelihood of membership into the Externally Driven profile relative to the five other profiles, whereas higher levels of perceived organizational support predicted an increased likelihood of membership into the Self‐Driven Introjected , Highly Intrinsically Motivated , and Value‐Reward Self‐Driven profiles relative to the Externally Driven and Self‐Driven Hedonist ones. Practitioner points: Employees’ profiles characterized by low levels of self‐determined work motivation were associated with the worst outcomes. By decreasing employees’ workload or by helping to make it more manageable, organizations may increase employees’ likelihood of displaying more desirable, and self‐determined, motivational profiles. By improving colleagues support, organizations may also be able to increase employees’ likelihood of displaying more desirable, and self‐determined, motivational profiles.

AI snapshot

Written from the paper’s full text.

TL;DR

This study identified six work motivation profiles across four French employee samples using bifactor-ESEM and latent profile analysis, with evidence of configural, partial structural, dispersion, and distributional similarity. Profiles differed in outcomes and predictors, with global self-determination and specific intrinsic motivation generally linked to more desirable outcomes.

Key findings

  • Six profiles were retained across samples: Self-Driven Introjected (20.43%), Externally Driven (9.27%), Moderately Intrinsically Motivated (14.82%), Highly Intrinsically Motivated (10.42%), Value-Reward Self-Driven (31.69%), and Self-Driven Hedonist (13.38%). Configural, partial structural, dispersion, and distributional similarity were supported; Hypothesis 7 was not supported.
  • Externally Driven employees showed the highest presenteeism and turnover intentions and the lowest work performance; Self-Driven Hedonist employees showed the most desirable outcome levels (higher performance, lower presenteeism and turnover intentions), though some outcomes were indistinguishable from Highly Intrinsically Motivated. Absenteeism was mostly similar across profiles, except it was higher in Moderately Intrinsically Motivated than in Value-Reward Self-Driven.
  • Higher workload predicted greater likelihood of membership in Self-Driven Introjected and Externally Driven profiles relative to other profiles. Perceived organizational support predicted greater likelihood of Self-Driven Introjected, Highly Intrinsically Motivated, and Value-Reward Self-Driven profiles relative to Externally Driven and Self-Driven Hedonist; colleagues support predicted greater likelihood of all profiles relative to Externally Driven; supervisor support had no association.
  • Female sex predicted higher likelihood of Self-Driven Hedonist membership; male sex predicted higher likelihood of Externally Driven membership; age slightly predicted Moderately Intrinsically Motivated relative to Value-Reward Self-Driven; work time and tenure did not predict membership.

Methods

  • Four French samples completed paper-and-pencil surveys in 2016–2017: 291 managers, 249 hospital employees with no patient contact, 237 nurses, and 373 physiotherapists.
  • Measures included the 19-item Multidimensional Work Motivation Scale for six motivation dimensions; workload, perceived organizational, supervisor, and colleagues support as predictors; and presenteeism, turnover intentions, work performance, and absenteeism as outcomes.
  • Analyses used bifactor-ESEM measurement models, factor scores, latent profile analyses testing one to eight profiles per sample, multigroup latent profile analyses for configural/structural/dispersion/distributional similarity, and multinomial logistic regressions for predictors and outcomes in Mplus with MLR and FIML.

Limitations

  • Paper-stated: self-report measures may be affected by social desirability and self-report biases; the four convenience samples of French workers are not representative; sample size may have prevented identification of additional smaller profiles; the cross-sectional design cannot assess causality, reversed causality, reciprocity, spuriousness, or profile transitions; only selected determinants were examined; and the specific identified regulation factor was weakly defined.
  • Evident from the text: the samples were female-dominated (e.g., 95% female in the nurse sample), limiting generalizability to more representative worker populations.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1111/joop.12322

Cites

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Statistics

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Claims the paper makes

13 of 166 cited sources checked · 8 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Among person-centered studies, some identified profiles based on a combination of motivation types and additional constructs, making it impossible to isolate the role of behavioral regulations.

    “In addition, among these studies, some have identified profiles based on a combination of motivation types proposed by SDT and additional constructs (e.g., positive affect and self-efficacy: Valero & Hirschi, 2016), making it impossible to isolate the role of behavioral regulations.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Valero & Hirschi, 2016 source
  • Premisecitation

    The four outcomes (turnover intentions, work performance, presenteeism, absenteeism) show differentiated relations with employees' levels of autonomous and controlled motivation.

    “These four outcomes were retained based on previously reported evidence showing that they all present differentiated relations with employees' levels of autonomous and controlled motivations (e.g., Fernet, Trépanier, Austin, Gagné, & Forest, 2015;Gagné et al., 2015).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Fernet et al., 2015 source
    • cites Gagné et al., 2015 source

      The Work role performance section (page unavailable) reports different relations of autonomous and controlled motivation with turnover intentions and with self-reported performance. It does not report relations for presenteeism or absenteeism, so this source supports only two of the four named outcomes. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Premisecitation

    The three sources of social support (organization, supervisor, and colleagues) tend to align with one another for most employees.

    “Interestingly, the three sources of social support (i.e., organization, supervisor, and colleagues) tend to aligned with one another for most employees (Caesens, Gillet, Morin, Houle, & Stinglhamber, 2019).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Caesens, Gillet, Morin, Houle, & Stinglhamber, 2019 source
  • Findingown data

    The fit indices did not converge on a single optimal number of profiles across the four samples.

    “In Sample 4 (physiotherapists) none of these indices converged on a specific solution.Likewise, across all four samples, neither the ABIC nor the BLRT converge on any specific solution.”
    Quote in the paperSubstantial claim
  • Findingown data

    Profile 6 characterized 13.38% of the participants across samples.

    “Profile 6, despite the fact that it characterized 13.38% of the participants across samples, presented a slightly different structure among Sample 3 (nurses) than among the other samples.”
    Quote in the paperNot a substantial claim
  • May combine two claims. 89
  • Classified as probably not a substantial claim. 73
  • The quote only partly states this claim. 5
  • May combine two claims.

    Premisecitation

    Multiple approaches have been utilized to test the continuum hypothesis, including one-dimensional and multidimensional approaches, but both are incomplete: multidimensional approaches cannot achieve an explicit direct representation of the continuum, while one-dimensional approaches cannot simultaneously account for the unique nature of each regulation.

    “Multiple approaches have been previously utilized to test this continuum hypothesis, including some attempts to test a one-dimensional structure of motivation expected to reflect the hypothesized continuum, as well as multiple multidimensional approaches seeking to attain a more precise picture of associations between each type of regulation (Chemolli & Gagné, 2014;Guay, Morin, Litalien, Valois, &”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Chemolli & Gagné, 2014 source
    • cites Guay, Morin, Litalien, Valois, & Vallerand, 2015

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Howard, Gagné, & Bureau, 2017 source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Nursing is characterized by unpredictability, increasing nurses-to-patient ratio, and continuous confrontation with a broad range of diseases, injuries, and traumatic events.

    “Similarly, nursing is characterized by unpredictability, increasing nurses-to-patient ratio, and continuous confrontation with a broad range of diseases, injuries, and traumatic events (e.g., McVicar, 2016).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites McVicar, 2016 source

      The Job demands section identifies workload, time pressure, staffing, and dealing with death and dying as nursing job demands. It does not establish an increasing nurses-to-patient ratio or characterize nursing as unpredictable and continuously involving a broad range of diseases, injuries, and traumatic events. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Autonomous motivation is positively related to work performance, whereas controlled motivation is not.

    “numerous variablecentered studies showed that, contrary to controlled motivation, autonomous motivation was positively related to work performance (Thibault Landry et al., 2017).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Thibault Landry et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Social support perceptions are an important predictor of performance, psychological health, and intentions to stay in the organization.

    “Numerous studies have also shown that social support perceptions were an important predictor of performance, psychological health, and intentions to stay in the organization (e.g., Kurtessis et al., 2017).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Kurtessis et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Fernet et al. (2016) found a significant relation between work overload and controlled motivation, and a positive association between recognition and control, and autonomous motivation.

    “Similarly, Fernet et al. (2016) found a significant relation between work overload and controlled motivation, and a positive association between recognition and control, and autonomous motivation.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Fernet et al., 2016 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Prior research suggests that amotivation tends to be more frequent among nurses due to their constant exposition to a range of administrative duties.

    “prior research suggesting that amotivation tends to be more frequent among nurses due to their constant exposition to a range of administrative duties (Sullivan, Norris, Brown, & Scott, 2017).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Sullivan, Norris, Brown, & Scott, 2017 source

      Section 4.2.2 identifies required paperwork as one factor that demotivated nursing staff from participating in unit-level shared governance. It does not establish that amotivation is generally more frequent among nurses or attribute it to constant exposure to a range of administrative duties. Page numbers were not supplied for these passages. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    SDT remains limited regarding the expected role of specific work-related factors in maximally supporting self-determination.

    “However, SDT itself remains limited regarding the expected role of specific work-related factors in maximally supporting self-determination, beyond noting that importance of work characteristics helping to support employees' need for competence, relatedness and autonomy.This has led Van den Broeck, Ferris, Chang, and Rosen (2016) to encourage researchers to integrate SDT with other major”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Van den Broeck et al., 2016 source

      The paper identifies autonomy, competence, and relatedness as basic needs (p. 2) and recommends comparing and integrating SDT with other management theories (Recommendation 3, pp. 28–29). It does not say that SDT is limited in specifying which work-related factors would maximally support self-determination; the recommendation instead addresses the lack of research comparing basic needs with other motivational constructs. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Interpretationown data

    The Externally Driven profile shares similarities with the Externally Regulated profile identified by Jansen in de Wal et al. (2014), with the Low Autonomy profile identified by Moran et al. (2012), and with the Poorly Motivated profile identified by Fernet et al. (2020).

    “the last profile displayed a less desirable, Externally Driven, configuration, and shared similarities with the Externally Regulated profile identified by Jansen in de Wal et al. (2014), with the Low Autonomy profile identified by Moran et al. (2012), and with the Poorly Motivated profile identified by Fernet et al. (2020).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Jansen in de Wal et al. (2014) source
    • cites Moran et al. (2012) source
    • cites Fernet et al. (2020) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Longitudinal research makes it possible to address the joint issues of within-person and within-sample profile stability.

    “Indeed, longitudinal research makes it possible to address the joint issues of within-person and within-sample profile stability (Gillet, Morin, & Reeve, 2017;Kam, Morin, Meyer, & Topolnytsky, 2016).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Gillet, Morin, & Reeve, 2017 source
    • cites Kam, Morin, Meyer, & Topolnytsky, 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The Mplus statistical package could be used for automated scoring on the basis of the parameter estimates obtained in the present study.

    “As noted by Perreira et al. (2018), the Mplus statistical package could be used in such a manner on the basis of the parameter estimates obtained in the present study.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Perreira et al. (2018) source
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    Models of dispersion and distributional similarity resulted in lower CAIC and BIC than the partial structural similarity model and were supported by the data.

    “From this model, the next models of dispersion and distributional similarity also resulted in lower values on the CAIC and BIC, and were thus both supported by the data.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    A model of partial structural similarity (first five profiles constrained equal across all samples; sixth profile equal across Samples 1, 2, and 4 but allowed to differ in Sample 3) resulted in lower CAIC and BIC than configural similarity and was supported by the data.

    “We thus re-estimated a model of partial structural similarity in which the structure of the first five profiles was constrained to equality across all samples, while the structure of the sixth profile was constrained to equality across Samples 1 (managers), 2 (hospital workers), and 4 (physiotherapists), but allowed to differ in the nurse sample (Sample 3).This model resulted in lower values on”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Profile 1 (Self-Driven Introjected) characterized employees with moderately high global self-determination, moderately high intrinsic motivation, average external regulation, moderately low identified regulation and amotivation, and very high introjected regulation; it corresponded to 20.43% of employees across samples.

    “Profile 1 characterized employees with moderately high levels of global self-determination coupled with moderately high specific levels of intrinsic motivation, average specific levels of external regulation, moderately low specific levels of identified regulation and amotivation, and very high specific levels of introjected regulation.This Self-Driven Introjected profile corresponded to 20.43% of”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    At least five out of six profiles appeared roughly identical across all samples, while the remaining profile appeared different in the nurse sample.

    “This examination suggested that at least five out of six profiles appeared to be roughly identical across all samples, while the remaining profile appeared different in the nurse sample (Sample 3).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The five-, six-, and seven-profile solutions were statistically proper and showed a high level of similarity across samples, with some differences in the nurse sample.

    “This examination revealed that all of these solutions were statistically proper, and already showed a high level of similarity across samples (with some more obvious differences associated with the nurse sample (Sample 3).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The six-profile solution was retained across samples and formed the baseline model of configural similarity.

    “Supporting Hypothesis 1 which led us to expect between four and six profiles, the six-profile solution was retained across samples and formed the baseline model of configural similarity used in tests of profile similarity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The model of structural similarity resulted in a slightly lower CAIC but higher BIC and ABIC than configural similarity, suggesting the structure of profiles may not be fully identical across the four samples.

    “The next model of structural similarity, although it resulted in a slightly lower CAIC value than the model of configural similarity, also resulted in higher values on the BIC and ABIC, suggesting that the structure of the profiles may not be fully identical across the four samples.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Profile 2 (Externally Driven) characterized employees with very low global self-determination, very low intrinsic motivation, low identified regulation, and high introjected regulation, external regulation, and amotivation; it corresponded to 9.27% of employees across samples.

    “Profile 2 characterized employees with very low levels of global self-determination, coupled with very low specific levels of intrinsic motivation, low specific levels of identified regulation, and high specific levels of introjected regulation, external regulation, and amotivation.This Externally Driven profile corresponded to 9.27% of the employees across samples and supports Hypothesis 4.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Up to six profiles, each increase resulted in the addition of a meaningful profile; adding a seventh profile only resulted in arbitrary division of an existing profile into smaller ones including five participants or less in two samples.

    “Moreover, this examination revealed that up to six profiles, each increase resulted in the addition of a meaningful profile to the solution.In some cases, distinct profiles present in the five-profile solution appeared where they were previously missing when moving to the six-profile solution.In contrast, adding a seventh profile only resulted in the arbitrary division of an existing profile into”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The results provide evidence of configural similarity, partial structural similarity, and dispersion similarity across samples, but distributional similarity fails to support Hypothesis 7.

    “Globally, these results address our Research Question by providing evidence of configural similarity, partial structural similarity, and dispersion similarity across samples.However, the observation of distributional similarity, in showing that the relative frequency of profiles remains the same across samples, fails to support Hypothesis 7.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Three profiles (Self-Driven Introjected, Value-Reward Self-Driven, and Self-Driven Hedonist) were characterized by moderate to high levels of global self-determination, and one profile (Externally Driven) was characterized by low levels of global self-determination and moderate to high specific levels of introjected regulation, external regulation, and amotivation.

    “We identified three profiles characterized by moderate to high levels of global self-determination (Self-Driven Introjected, Value-Reward Self-Driven, and Self-Driven Hedonist), and one profile characterized by low levels of global self-determination and moderate to high specific levels of introjected regulation, external regulation, and amotivation (Externally Driven).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Among Sample 3 (nurses), Profile 6 was characterized by high global self-determination, very high specific intrinsic motivation, high amotivation, average identified motivation, and low introjected and external regulations.

    “In contrast, among Sample 3 (nurses), this profile of employee presented high global levels of self-determination, coupled with very high specific levels of intrinsic motivation, high specific levels of amotivation, average specific levels of identified motivation, and low specific levels of introjected and external regulations.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Profile 4 (Highly Intrinsically Motivated) characterized employees with high intrinsic motivation, low external regulation, average amotivation, and was less frequent (10.42%).

    “In contrast, Profile 4 presented high specific levels of intrinsic motivation, coupled with low specific levels of external regulation and average levels of amotivation.We thus decided to refer to Profile 3, which characterized 14.82% of the participants across samples, as being Moderately Intrinsically Motivated, and to the more extreme and less frequent (10.42%)Profile 4 as being Highly Intrins”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    Workers exposed to low levels of perceived colleagues support are subjected to the lowest levels of global self-determination, which exposes them to higher risks of maladaptive functioning.

    “Indeed, these individuals are subjected to the lowest levels of global self-determination which expose them to higher risks of maladaptive functioning.”
    Quote in the paperSubstantial claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    Profile 3 (Moderately Intrinsically Motivated) characterized employees with moderately low global self-determination, moderately low identified regulation, low introjected regulation, moderately high intrinsic motivation, and moderately low external regulation and amotivation; it corresponded to 14.82% of participants across samples.

    “Profile 3 and 4 were somewhat similar in shape, and characterized employees presenting moderately low global levels of global self-determination, coupled with moderately low specific levels of identified regulation and low specific levels of introjected regulation.Profile 3 also presented moderately high specific levels of intrinsic motivation, coupled with moderately low specific levels of”
    • Also stated in: § Profile Description · plain
      “We thus decided to refer to Profile 3, which characterized 14.82% of the participants across samples, as being Moderately Intrinsically Motivated, and to the more extreme and less frequent (10.42%)Profile 4 as being Highly Intrinsically Motivated.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    These results partially support Hypotheses 8 and 9.

    “Taken together, these results partially support Hypotheses 8 and 9.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Turnover intentions were the highest in the Externally Driven (2) profile, followed by the Value-Reward Self-Driven (5) profile, and then equally by the Moderately Intrinsically Motivated (3), Highly Intrinsically Motivated (4), and Self-Driven Hedonist (6) profiles which did not differ from one another.

    “turnover intentions were the highest in the Externally Driven (2) profile, followed by the Value-Reward Self-Driven (5) profile, and then equally by the Moderately Intrinsically Motivated (3) the Highly Intrinsically Motivated (4), and Self-Driven Hedonist (6) profiles which did not differ from one another.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    None of the identified profiles displayed a Strongly Motivated configuration, failing to support Hypothesis 2.

    “In contrast, none of the identified profiles displayed a Strongly Motivated configuration, thus failing to support Hypothesis 2.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The six motivation profiles were characterized by well-differentiated configurations of motivation, and at least two of them (Self-Driven Introjected and Value-Reward Self-Driven) were characterized by well-differentiated specific levels of introjected and external regulations.

    “these six motivation profiles were characterized by well-differentiated configurations of motivation, and at least two of them were characterized by well-differentiated specific levels of introjected and external regulations (Self-Driven Introjected and Value-Reward Self-Driven).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The three sources of social support were moderately correlated with one another and presented similar univariate associations with levels of global self-determination.

    “as shown in Table S11 of the online supplements, these sources of social support were found to be moderately correlated with one another and to present similar univariate associations with the levels of global self-determination.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Presenteeism levels were higher, and levels of work performance lower, in the Externally Driven (2) profile than in the Moderately Intrinsically Motivated (3) profile.

    “Presenteeism levels were also higher, and levels of work performance lower, in the Externally Driven (2) profile than in the Moderately Intrinsically Motivated (3) profile”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Presenteeism levels were the highest, and work performance the lowest, in the Externally Driven (2) profile, followed by the Self-Driven Introjected (1) and Value-Reward Self-Driven (5) profiles which did not differ from one another, and then by the Highly Intrinsically Motivated (4) and Self-Driven Hedonist (6) profiles which also did not differ from one another.

    “levels of presenteeism were the highest, and levels of work performance the lowest, in the Externally Driven (2) profile, followed by the Self-Driven Introjected (1) and Value-Reward Self-Driven (5) profiles which did not differ from one another, and then by the Highly Intrinsically Motivated (4) and Self-Driven Hedonist (6) profiles which also did not differ from one another.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Profile 5 (Value-Reward Self-Driven) characterized employees with moderately high global self-determination, moderately high identified regulation and external regulation, moderately low intrinsic motivation and introjected regulation, and average amotivation; it corresponded to 31.69% of participants across samples.

    “Profile 5 characterized employees presenting moderately high global levels of self-determination, coupled with moderately high specific levels of identified regulation and external regulation, moderately low specific levels of intrinsic motivation and introjected regulation, and average levels of amotivation.This Value-Reward Self-Driven profile characterized 31.69% of the participants across”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The six profiles differed from one another in terms of their global levels of self-determination and specific levels of behavioral regulations, and displayed configurations labeled Self-Driven Introjected, Externally Driven, Moderately Intrinsically Motivated, Highly Intrinsically Motivated, Value-Reward Self-Driven, and Self-Driven Hedonist.

    “These profiles differed from one another both in terms of their global levels of self-determination but also in terms of specific levels of behavioral regulations, and displayed a configuration that could be qualified as: (1) Self-Driven Introjected; (2) Externally Driven; (3) Moderately Intrinsically Motivated; (4) Highly Intrinsically Motivated; (5) Value-Reward Self-Driven; and (6) Self-Driven”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The goodness-of-fit results support the adequacy of the a priori bifactor-ESEM model underlying the motivation measures and its superiority relative to the ESEM models.

    “These results clearly support the adequacy of the a priori bifactor-ESEM model underlying the motivation measures (with all CFI ≥ .95,all TLI ≥ .90, and all RMSEA ≤ .06)and its superiority relative to the ESEM models (ΔCFI = .024to .055;ΔTLI = .37 to .100;ΔRMSEA = .012to .032) which even failed to achieve a satisfactory level of fit to the data in two out of four samples according to the TLI.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Strict invariance was not supported, but a model of partial strict invariance with relaxed uniqueness constraints on two items in Sample 2, five items in Sample 3, and one item in Sample 4 was supported by the data.

    “Likewise, strict invariance was not supported, but a model of partial strict invariance in which the equality constraints across groups had to be relaxed on two items uniquenenesses in Sample 2 (i.e., hospital employees), five items in Sample 3 (i.e., nurses), and one item in Sample 4 (i.e., physiotherapists) was supported by the data.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The tests supported the configural and weak invariance of the motivation model, but not its strong invariance.

    “The results from these tests, reported in the bottom section of Table S1, supported the configural and weak invariance of the model, but not its strong invariance (∆CFI/TLI ≥ .010).”
    Quote in the paperSubstantial claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    The final measurement models reveal well-defined factors for all constructs considered, with standardized loadings and model-based composite reliabilities in the reported ranges: workload (lambda = .453 to .796, omega = .724 to .828), perceived organizational support (lambda = .486 to .946, omega = .816 to .882), perceived supervisor support (lambda = .630 to .905, omega = .866 to .866), and (d) (

    “These results reveal well-defined factors for all constructs considered here: (a) workload (λ =.453 to .796,ω = .724to .828);(b) perceived organizational support (λ =.486 to .946,ω = .816to .882);(c) perceived supervisor support (λ =.630 to .905,ω = .866to .866);(d) perceived colleagues support (λ =.620 to .895,ω = .837to .879);”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The nurse sample showed slightly lower variability on most factors, lower global self-determination (-.416 SD lower than in the other samples), and higher specific intrinsic motivation (.772 SD higher than in the other samples).

    “These solutions revealed slightly lower levels of variability on most factors among the nurse sample, accompanied by lower levels of global self-determination (-.416 SD lower than in the other samples) and higher specific levels of intrinsic motivation (.772 SD higher than in the other samples).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The bifactor-ESEM results revealed a well-defined G-Factor across groups that provides a clear representation of the hypothesized self-determination continuum with strong positive intrinsic loadings, moderately strong positive identified loadings, small to moderate positive introjection loadings, small or negative external loadings, and moderate negative amotivation loadings.

    “The results from the bifactor-ESEM solutions revealed a well-defined G-Factor across groups (ω = .803to .818) that provides a clear representation of the hypothesized self-determination continuum with strong positive loadings from the intrinsic (λ = .524to .688)items, moderately strong positive loadings from the identified (λ = .269to .546)items, small to moderate positive loadings from the intro”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Tests of measurement invariance for the predictor and outcome measures supported weak, partial strong, partial strict, partial latent variance-covariance, and partial latent means invariance across samples.

    “The tests of measurement invariance conducted on responses to these predictor and outcome measures closely match the results obtained for the motivation model, revealing support for a model of weak, partial strong (equality constraints across samples had to be relaxed on seven item intercepts in total), partial strict (equality constraints across samples had to be relaxed on nine item uniquenesses”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Neither the invariance of the latent variances and covariances nor the invariance of the latent means was supported across groups.

    “Subsequent steps showed that neither the invariance of the latent variances and covariances or of the latent means was supported across groups.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Prior person-centered investigations have not always considered all key facets of work motivation, have not relied on an operationalization allowing differentiation of employees' global levels of self-determination from the unique quality of each regulation, and have generally resulted in divergent conclusions regarding the relative importance of autonomous and controlled forms of motivation.

    “Unfortunately, these prior investigations have not always considered all key facets of work motivation, have not relied on an operationalization of work motivation allowing them to differentiate employees' global levels of self-determination across all types of regulation from the unique quality associated with each unique type of regulation (Howard, Gagné, Morin, & Forest, 2018), and have gener”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Howard, Gagné, Morin, & Forest, 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    Morin, Meyer, Creusier, and Biétry (2016) proposed a way to test the generalizability of profiles identified across subpopulations of participants.

    “Morin, Meyer, Creusier, and Biétry (2016) recently proposed a way to test the generalizability of the profiles identified across subpopulations of participants.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Morin, Meyer, Creusier, and Biétry (2016) source
  • Classified as probably not a substantial claim.

    Premisecitation

    Recent studies in work and educational areas have demonstrated that bifactor-ESEM makes it possible to simultaneously obtain a direct estimate of employees' global levels of self-determined work motivation and an equally direct estimate of the unique quality associated with each specific regulation.

    “Recent studies conducted in the work (Fernet et al., 2020;Howard et al., 2018) and educational (Litalien, Morin, Gagné et al., 2017) areas have demonstrated that bifactor exploratory structural equation models (bifactor-ESEM; Morin, Arens, & Marsh, 2016) made it possible to simultaneously obtain a direct estimate of employees' global levels of self-determined work motivation and an equally direct”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Fernet et al., 2020 source
    • cites Howard et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Litalien, Morin, Gagné et al., 2017 source
  • May combine two claims.

    Premisecitation

    Fernet et al. (2020) was limited to nurses and only considered a limited number of outcomes (emotional exhaustion, in-role performance, and intentions to leave the organization and the occupation), without also considering likely determinants of profile membership.

    “However, this research was limited to nurses, and only considered a limited number of outcomes of these motivation profiles (i.e., emotional exhaustion, in-role performance, and intentions to leave the organization and the occupation), without also considering likely determinants of profile membership.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Fernet et al., 2020 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Numerous variable-centered studies have supported the existence of well-differentiated links between types of behavioral regulation and personal and work-related outcomes.

    “Numerous variable-centered studies have supported the existence of well-differentiated links between these types of behavioral regulation and a series of personal and work-related outcomes (Deci, Olafsen, & Ryan, 2017).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Deci, Olafsen, & Ryan, 2017 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    SDT does not conceptualize types of motivation as mutually exclusive; instead, regulations are proposed to coexist within individual employees and to follow a self-determination continuum ranging from intrinsic motivation to amotivation.

    “SDT does not conceptualize these types of motivation as mutually exclusive.Instead, these regulations are proposed to coexist within individual employees (Howard et al., 2016), and to follow a selfdetermination continuum, ranging from intrinsic motivation to amotivation (Deci & Ryan, 2000).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Howard et al., 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Deci & Ryan, 2000 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Self-determination theory conceptualizes work motivation as encompassing a series of distinct, yet complementary, forms of behavioral regulation that may coexist within employees, and which together play a role in the emergence of goal-directed behaviors.

    “Self-determination theory (SDT; Deci & Ryan, 2000;Ryan & Deci, 2017) conceptualizes work motivation as encompassing a series of distinct, yet complementary, forms of behavioral regulation that may coexist within employees, and which together play a role in the emergence of goal-directed behaviors.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Deci & Ryan, 2000 source
    • cites Ryan & Deci, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    Sandrin et al. (2019) showed that workload was positively related to controlled motivation.

    “For instance, Sandrin, Gillet, Fernet, Leloup, and Depin-Rouault (2019) showed that workload was positively related to controlled motivation.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Sandrin, Gillet, Fernet, Leloup, and Depin-Rouault (2019) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Although helping people in need is known to be a source of satisfaction and autonomous motivation for health care workers, numerous studies have shown that workload perceptions were positively related to emotional demands.

    “Indeed, although helping people in need is known to be a source of satisfaction and autonomous motivation for health care workers (Donoso, Demerouti, Garrosa Hernández, Moreno-Jiménez, & Carmona Cobo, 2015), numerous studies have shown that workload perceptions were positively related to emotional demands (e.g., Andela, Truchot, & Van der Doef, 2016;Gillet, Huyghebaert-Zouaghi, Réveillère, Colomb”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Donoso, Demerouti, Garrosa Hernández, Moreno-Jiménez, & Carmona Cobo, 2015

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Andela, Truchot, & Van der Doef, 2016 source
    • cites Gillet, Huyghebaert-Zouaghi, Réveillère, Colombat, & Fouquereau, 2020

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Fernet et al. (2020) revealed four distinct profiles based on both global and specific levels of motivation: Moderately Motivated, Poorly Motivated, Self-Determined, and Strongly Motivated, with specific characteristics.

    “Interestingly, the results from this study revealed more refined distinctions among four distinct profiles based on both global, and specific, levels of motivation.A first, Moderately Motivated, profile displayed moderately high global levels of self-determination, low specific levels of intrinsic motivation, and average specific levels of the other behavioral regulations.A second, Poorly Mot”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Fernet et al., 2020 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Gagné and Forest (2008) argued that higher salaries foster higher levels of autonomous work motivation, partly because of desirable social comparisons and improved perceptions of distributive justice.

    “Likewise, Gagné and Forest (2008) argued that higher salaries foster higher levels of autonomous work motivation, partly because of desirable social comparisons and improved perceptions of distributive justice.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Gagné and Forest (2008) source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisereasoning

    Contextual, situational, and interventional influences will be more clearly captured by distributional similarity, which should reveal changes in the relative frequency of each profile.

    “Indeed, these contextual, situational, and interventional influences will be more clearly captured by the last type of similarity (distributional), which should reveal changes in the relative frequency of each profile as a function of these variations.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisereasoning

    The ability to devise interventions or recommendations that generalize to various types of employees is conditioned on demonstrating that the same set of profiles appears with some regularity (configural and structural similarity).

    “As noted above, the ability to devise interventions or recommendations that can be expected to generalize to various types of employees, work contexts, or situations is conditioned on the ability to demonstrate that the same set of profiles would appear with some regularity (i.e., configural and structural similarity).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    These studies also supported the additional value of considering the specific regulation factors in prediction.

    “However, they also supported the additional value of considering the specific regulation factors in prediction.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Fernet et al., 2020 source
    • cites Howard et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Litalien, Morin, Gagné et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    These forms of similarity are not inconsistent with the acknowledgement that work motivation can be partly situational or context dependent at the individual level.

    “Importantly, these forms of similarity are not inconsistent with the acknowledgement that work motivation can be partly situational (Ratelle, Guay, Vallerand, Larose, & Senécal, 2007) or context dependant (Gagné & Deci, 2005) at the individual level.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Ratelle, Guay, Vallerand, Larose, & Senécal, 2007 source
    • cites Gagné & Deci, 2005 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Some of these studies have also supported the importance of differentiating among more specific types of regulation by identifying profiles characterized by differentiated levels of introjected and external regulations.

    “Some of these studies (Gillet, Becker et al., 2017;Moran et al., 2012) have also supported the importance of differentiating among more specific types of regulation by the identification of profiles characterized by differentiated levels of introjected and external regulations.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Gillet, Becker et al., 2017 source
    • cites Moran et al., 2012 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Kuvaas (2006) showed that higher salaries foster better performance and affective commitment through its positive effect on intrinsic work motivation.

    “Yet, Kuvaas (2006) showed that higher salaries foster better performance and affective commitment through its positive effect on intrinsic work motivation.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Kuvaas (2006) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Numerous studies have established the differential predictive validity of the different types of regulation proposed by SDT for a variety of work outcomes.

    “Beyond these considerations of how to best reflect the dual global/specific nature of work motivation, numerous studies have also established the differential predictive validity of the different types of regulation proposed by SDT for a variety of work outcomes (Deci et al., 2017;Gagné & Deci, 2005).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Deci et al., 2017 source
    • cites Gagné & Deci, 2005 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Research has identified caseload quantity, complexity of patients, constant excessive workload, covering for staff on leave, and staff shortages as major sources of stress for physiotherapists.

    “Indeed, research has identified, among others, caseload quantity, complexity of patients, constant excessive workload, covering for staff on leave, and staff shortages as major sources of stress for physiotherapists (Lindsay, Hanson, Taylor, & McBurney, 2008).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Lindsay, Hanson, Taylor, & McBurney, 2008 source
  • Classified as probably not a substantial claim.

    Premisecitation

    The key advantage of this approach is the ability to assess different types of generalizability: configural similarity (number), structural similarity (nature), dispersion similarity (inter-individual differences), and distributional similarity (relative size).

    “The key advantage of this approach resides in the ability to assess different types of generalizability, related to the number (configural similarity) and nature (structural similarity) of the profiles, the amount of inter-individual differences among members of a single profile (dispersion similarity), and the relative size of the profiles (distributional similarity).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Morin, Meyer et al., 2016 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Colleagues support has many benefits for nurses and physiotherapists, being associated with higher levels of well-being, quality of care, and staff retention.

    “More precisely, colleagues support have many benefits for nurses and physiotherapists, being associated with higher levels of well-being, quality of care, and staff retention (e.g., van der Heijden et al., 2010).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites van der Heijden et al., 2010 source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Premisereasoning

    These forms of similarity are also not incompatible with the possibility to intervene to modify employees' motivational profiles.

    “Likewise, it is also not incompatible with the possibility to intervene in order to modify employees' motivational profiles.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Premisecitation

    Differences across work settings do not necessarily reflect a limitation, but rather indicate limits to generalizability that may deserve additional investigations.

    “However, differences do not necessarily reflect a limitation, but rather indicate limits to the generalizability of a solution that may deserve additional investigations (Morin, Meyer et al., 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Morin, Meyer et al., 2016 source
  • Classified as probably not a substantial claim.

    Premisecitation

    These results remain limited to a single sample of nurses.

    “However, these results remain limited to a single sample of nurses, whereas person-centered evidence is known to emerge from the accumulation of research allowing one to better differentiate the core profiles that emerge systematically from those who only reflect sample-specific idiosyncrasies.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Fernet et al., 2020 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    These employees are expected to take pleasure in their work, allowing to better sustain continuous efforts, which in turn should allow them to experience more positive outcomes.

    “These employees are expected to take pleasure in their work, allowing to better sustain continuous efforts, which in turn should allow them to experience more positive outcomes (Sandrin et al., 2019).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sandrin et al., 2019 source
  • May combine two claims.

    Premisecitation

    Registered U.S. nurses earned an average annual salary of $73,550 in 2016, while the average annual salary for physical therapists was $88,080.

    “More precisely, registered U.S. nurses earned an average annual salary of $73,550 in 2016, while the average annual salary for physical therapists was $88,080 (U.S. Bureau of Labor Statistics).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites U.S. Bureau of Labor Statistics

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Some studies also showed that, contrary to expectations, controlled forms of motivation did not always lead to negative outcomes.

    “Yet, some studies also showed that, contrary to expectations, controlled forms of motivation did not always lead to negative outcomes (e.g., Parker, Jimmieson, & Amiot, 2010).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Parker, Jimmieson, & Amiot, 2010 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Morin, Meyer et al. (2016) argued that the only way to support a substantive interpretation of profiles is to embark on a process of construct validation to demonstrate that profiles either meaningfully relate to covariates or can reliably be replicated across samples.

    “As argued by Morin, Meyer et al. (2016, p. 233), “the only way to really support a substantive interpretation of the profiles is to embark on a process of construct validation to demonstrate that the profiles either meaningfully relate to covariates, or can reliably be replicated across samples”.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Morin, Meyer et al. (2016) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    De Cooman et al. (2013) showed that unskilled/semi-skilled blue-collar workers tended to report significantly less autonomous motivation than higher-level managers.

    “For instance, De Cooman, Stynen, Van den Broeck, Sels, and De Witte (2013) showed that unskilled/semi-skilled blue-collar workers tended to report significantly less autonomous motivation than higher-level managers.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites De Cooman, Stynen, Van den Broeck, Sels, and De Witte (2013) source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    According to SDT, more self-determined, or autonomously motivated, employees should perceive their job as more stimulating and agreeable, act in accordance with their personal values, and be able to take more decisions in their work.

    “According to SDT more self-determined, or autonomously motivated, employees should perceive their job as more stimulating and agreeable, act in accordance with their personal values, and be able to take more decisions in their work.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Deci & Ryan, 2000 source
    • cites Ryan & Deci, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    These studies have generally supported SDT propositions in showing that autonomous forms of motivation tend to predict more positive outcomes than controlled forms of motivation and amotivation.

    “These studies have generally supported SDT propositions in showing that autonomous forms of motivation tend to predict more positive outcomes than controlled forms of motivation and amotivation.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Deci et al., 2017 source
    • cites Gagné & Deci, 2005 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Their approach provides a rigorous method to systematically and quantitatively assess the extent to which a person-centered solution generalizes across samples.

    “Their approach provides a rigorous method to systematically and quantitatively assess the extent to which a person-centered solution generalizes across samples, such as in the comparison between four occupational groups conducted in the present study.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Morin, Meyer et al., 2016 source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation

    The availability of a proper methodological and statistical approach to guide comparisons across samples is fundamental for demonstrating generalizability of results, which would otherwise reflect sample-specific idiosyncrasies.

    “The availability of a proper methodological and statistical approach to guide the comparisons of the findings obtained across samples of employees from different occupations is a fundamental aspect of research as it involves the demonstration of the generalizability of results, which would otherwise simply reflect sample-specific idiosyncrasies (Spector, Liu, & Sanchez, 2015).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Spector, Liu, & Sanchez, 2015 source
  • May combine two claims.

    Premisecitation

    When considering studies that considered a broader set of behavioral regulations, despite some variations, results seem to converge on profiles characterized by: (a) high autonomous motivation and low controlled motivation and amotivation (HAu-LC-LAm), (b) high autonomous and controlled motivations and low amotivation (HAu-HC-LAm), (c) low autonomous motivation and high controlled motivation and a

    “Still, when we consider these studies as well as those in which a broader set of behavioral regulations has been considered (Gillet, Becker et al., 2017;Gillet et al., 2018;Graves et al., 2015;Howard et al., 2016;Jansen in de Wal et al., 2014;Moran et al., 2012), despite some variations, the results seem to converge on profiles characterized by: (a) high levels of autonomous motivation, and low”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Gillet, Becker et al., 2017 source
    • cites Gillet et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Graves et al., 2015 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    SDT positions social support as a key driver of employees' basic psychological need satisfaction, which is the foundation for autonomous forms of motivation.

    “When considering social support as a job resource, SDT (Ryan & Deci, 2017) explicitly positions social support as a key driver of employees' basic psychological need satisfaction, seen as the foundation for autonomous forms of motivation.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Ryan & Deci, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Fernet et al. (2020) relied on global scores of job demands and resources and did not consider different types of job demands and resources.

    “Furthermore, although job demands and resources may differ in nature (e.g., emotional, physical, cognitive), Fernet et al. (2020) relied on global scores of job demands and resources and did not consider the particularities and different types of job demands and resources.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Fernet et al., 2020 source
  • May combine two claims.

    Study design and conductown data

    The results supported the superiority of a bifactor-ESEM representation of work motivation relative to CFA, bifactor-CFA, and ESEM solutions, and its invariance across samples.

    “As in these previous studies, the results reported in the online supplements supported the superiority of a bifactor-ESEM representation relative to comparable confirmatory factor analyses (CFA), bifactor-CFA, and ESEM solutions, as well as its invariance across samples (see Tables S1-S5).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Tables S1-S5

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Study design and conductown data

    Classification accuracy of participants into their most likely profiles ranged from 86.1% to 94.6% in Sample 1, 84.2% to 96.7% in Sample 2, 85.9% to 93.5% in Sample 3, and 88.1% to 95.0% in Sample 4, with entropy .928.

    “They reveal a high level of classification accuracy of participants into their most likely profiles, ranging from 86.1% to 94.6% across profiles in Sample 1 (managers), 84.2% to 96.7% for Sample 2 (hospital workers), 85.9% to 93.5% for Sample 3 (nurses), and 88.1% to 95.0% for Sample 4 (physiotherapists), consistent with the high entropy value associated with this solution (.928).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Workload plays an important role in the prediction of poor levels of health and work performance.

    “Workload is also known to play an important role in the prediction of poor levels of health and work performance (Baeriswyl, Krause, Elfering, & Berset, 2017;Ilies, Huth, Ryan, & Dimotakis, 2015), possibly due to the resulting depletion of resources (Bakker & Demerouti, 2007).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Baeriswyl et al., 2017 source
    • cites Ilies et al., 2015 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Employees' job demands negatively predict autonomous forms of motivation.

    “The effects of job demands (e.g., workload) have been previously examined and supported in relation to work motivation (Kim & Beehr, 2018;Trépanier, Fernet, & Austin, 2013), showing for instance that employees' job demands negatively predicted autonomous forms of motivation.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Kim & Beehr, 2018 source
    • cites Trépanier, Fernet, & Austin, 2013 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Autonomous motivation is negatively related to turnover intentions, and controlled motivation is positively related to turnover intentions.

    “Gillet, Gagné et al. (2013) also demonstrated that autonomous and controlled motivations were respectively negatively and positively related to employees' levels of turnover intentions.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Gillet, Gagné et al., 2013 source
  • May combine two claims.

    Premisecitation

    Prior investigations failed to explicitly take into account levels of global self-determination, which have been shown in previous variable-centered studies to represent a much stronger predictor of outcomes than specific motivation factors.

    “However, these prior investigations also failed to explicitly take into account the levels of global self-determination which have been shown, in previous variable-centered studies (Howard et al., 2018;Litalien, Morin, Gagné et al., 2017), to represent a much stronger predictor of outcomes than the specific motivation factors reflecting the unique quality of employees' work motivation beyond their”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Howard et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Litalien, Morin, Gagné et al., 2017 source
  • May combine two claims.

    Premisecitation

    Job demands and resources were strongly correlated in Fernet et al.'s (2020) study, suggesting a balancing act between them.

    “However, it is noteworthy that job demands and resources were strongly correlated in the Fernet et al.'s (2020) study, suggesting that a balancing act might be at play between job demands and resources.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Fernet et al., 2020 source
  • The quote only partly states this claim.

    Study design and conductown data

    The identified regulation subscale had low reliability across samples (Mα = .40).

    “identified regulation (three items; e.g.,”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Autonomous motivation is negatively related to absenteeism.

    “Likewise, Williams et al. (2014) found negative relations between autonomous motivation and absenteeism.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Williams et al., 2014 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Previous studies have shown that profiles characterized by high autonomous motivation but low controlled motivation and amotivation tended to be associated with the most positive work outcomes, whereas profiles characterized by low autonomous motivation coupled with higher controlled motivation and amotivation tended to be associated with the worst outcomes.

    “Consistent with these SDT predictions (Deci & Ryan, 2000;Ryan & Deci, 2017), previous studies (Moran et al., 2012;Van den Broeck et al., 2013) have shown that profiles characterized by high levels of autonomous motivation but low levels of controlled motivation and amotivation tended to be associated with the most positive work outcomes, whereas profiles characterized by low levels of autonomous”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Moran et al., 2012 source
    • cites Van den Broeck et al., 2013 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Fernet et al. (2015) showed that only job resources were associated with higher autonomous motivation, whereas job demands were associated with higher controlled motivation.

    “On the one hand, Fernet et al. (2015) showed that only job resources were associated with higher levels of autonomous motivation whereas job demands were associated with higher levels of controlled motivation.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Fernet et al., 2015 source
  • May combine two claims.

    Premisecitation

    Job demands are positively related to frustration of psychological needs for autonomy, competence, and relatedness, which in turn leads to higher controlled motivation and lower autonomous motivation.

    “More precisely, job demands are positively related to the frustration of psychological needs for autonomy, competence, and relatedness, in turn leading to higher levels of controlled motivation and lower levels of autonomous motivation (De Cooman et al., 2013;Olafsen & Halvari, 2017;Trépanier et al., 2015).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites De Cooman et al., 2013 source
    • cites Olafsen & Halvari, 2017 source
    • cites Trépanier et al., 2015 source
  • Classified as probably not a substantial claim.

    Premisecitation

    The job-demands resources model postulates that a process of psychological impairment is activated when excessive job demands are imposed on employees.

    “This model postulates that a process of psychological impairment is activated when excessive job demands are imposed on employees.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Bakker & Demerouti, 2007 source
  • May combine two claims.

    Interpretationcitation

    These results do not support assumptions from either SDT or the job-demands resources model.

    “These results do not support assumptions from either SDT (Ryan & Deci, 2017) or the job-demands resources model (Bakker & Demerouti, 2007).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Higher workloads are associated with higher levels of controlled motivation and amotivation, and with lower levels of autonomous motivation.

    “More specifically, higher workloads are known to be associated with higher levels of controlled motivation and amotivation, and with lower levels of autonomous motivation, arguably because heavier workloads make it harder for workers to find time to engage in the aspects of their work most aligned with their personal values (Ryan & Deci, 2017).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Ryan & Deci, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Fernet et al. (2020) showed that the Poorly Motivated profile was associated with the highest levels of turnover intentions and emotional exhaustion.

    “Similarly, Fernet et al. (2020) showed that the Poorly Motivated profile was associated with the highest levels of turnover intentions and emotional exhaustion.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Fernet et al. (2020) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    SDT expects workers experiencing higher levels of controlled motivation to be more importantly driven to action via external and/or internal pressures, leading them to see their job as disconnected from personal values, exhaust psychological resources, and experience more negative outcomes.

    “Conversely, SDT also expects workers experiencing higher levels of controlled motivation to be more importantly driven to action via the influence of external pressures (e.g., to cope with an authoritarian manager) and/or internal pressures (e.g., to avoid guilt or enhance their self-worth).This less self-determined approach to work means that these workers are more likely to see their job as”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ryan & Deci, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    SDT proposes that social factors (e.g., organizational support) are major determinants of workers' motivation.

    “SDT proposes that social factors (e.g., organizational support) are major determinants of workers' motivation (Gagné & Deci, 2005).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Gagné & Deci, 2005 source
  • May combine two claims.

    Interpretationown data

    The key difference in Profile 6 across samples lies in the higher specific levels of intrinsic motivation and amotivation observed among nurses relative to the higher specific levels of identified regulation observed among managers, hospital workers, and physiotherapists.

    “the key difference lies in the higher specific levels of intrinsic motivation and amotivation observed among nurses relative to the higher specific levels of identified regulation observed among managers, hospital workers, and physiotherapists.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Prior variable-centered research has demonstrated that the different types of behavioral regulation proposed by SDT presented moderate to strong inter-correlations generally matching a simplex pattern, while presenting well-differentiated relations with various covariates.

    “Prior variable-centered research has demonstrated that the different types of behavioral regulation proposed by SDT presented moderate to strong inter-correlations generally matching a simplex pattern, while presenting well-differentiated relations with various covariates (Deci et al., 2017;Gagné & Deci, 2005;Ryan & Deci, 2017).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Deci et al., 2017 source
    • cites Gagné & Deci, 2005 source
    • cites Ryan & Deci, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    The Self-Driven Hedonist profile seems to tap into similar processes across samples, although this process involves intrinsic motivation for nurses relative to identified regulation for other employees, and tends to be associated with higher levels of amotivation for nurses.

    “Thus, essentially, this Self-Driven Hedonist profile seems to tap into similar processes across samples, although this process involves intrinsic motivation for nurses relative to identified regulation for other employees, and tend to be associated with higher levels of amotivation for nurses.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The Self-Driven Hedonist profile presents a self-driven orientation to work dominated by a desire to conduct activities that are either seen as implicitly satisfying (nurses) or as in accordance with their personal values (other employees), while simultaneously experiencing an average (others) to high (nurses) specific levels of amotivation when completing less stimulating components of their jobs

    “This profile thus seems to present a self-driven orientation to work dominated by a desire to conduct activities that are either seen as implicitly satisfying (nurses) or as in accordance with their personal values (other employees), while simultaneously experiencing an average (others) to high (nurses) specific levels of amotivation when completing less stimulating components of their jobs (e.g.,”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Perceived organizational support may elicit among employees the belief that the organization expects them to be supportive toward others.

    “perceived organizational support may elicit among employees the belief that the organization expects them to be supportive toward others (e.g., Frear, Donsbach, Theilgard, & Shanock, 2017;Shanock & Eisenberger, 2006).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Frear, Donsbach, Theilgard, & Shanock, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Shanock & Eisenberger, 2006 source
  • Classified as probably not a substantial claim.

    Interpretationown data

    The present research shows that it is possible to target workers who are most likely to present an adaptive motivation profile as opposed to those at risk for persistent motivational deficits.

    “From an intervention perspective, the present research shows that it is possible to target the workers who are most likely to present an adaptive motivation profile as opposed to those who are at risk for persistent motivational deficits.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    The Moderately Intrinsically Motivated and Highly Intrinsically Motivated profiles share similarities with the Moderately Autonomous profile identified by Howard et al. (2016) and with the Self-Determined profile identified by Fernet et al. (2020).

    “The next two profiles, presenting Moderately Intrinsically Motivated and Highly Intrinsically Motivated configurations, rather appear to share similarities with the Moderately Autonomous profile identified by Howard et al. (2016) and with the Self-Determined profile identified by Fernet et al. (2020).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Howard et al. (2016)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Fernet et al. (2020) source
  • May combine two claims.

    Interpretationown data

    The Self-Driven Introjected profile shares similarities with the Moderate Autonomous-High Introjected-Moderate External profile identified by Gillet et al. (2018) and with the Moderately Motivated profile identified by Fernet et al. (2020).

    “the Self-Driven Introjected profile was found to share similarities with the Moderate Autonomous-High Introjected-Moderate External profile identified by Gillet et al. (2018) and with the Moderately Motivated profile identified by Fernet et al. (2020).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Gillet et al. (2018)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Fernet et al. (2020) source
  • May combine two claims.

    Interpretationown data

    The Value-Reward Self-Driven profile shares similarities with the Moderate Autonomous/Introjected/External profile identified by Gillet et al. (2018), with the Moderate profile identified by Gillet, Becker et al. (2017) and Moran et al. (2012), and with the Moderately Motivated profile identified by Jansen in de Wal et al. (2014).

    “The Value-Reward Self-Driven profile was found to share similarities with the Moderate Autonomous/Introjected/External profile identified by Gillet et al. (2018), with the Moderate profile identified by Gillet, Becker et al. (2017) and Moran et al. (2012), and with the Moderately Motivated profile identified by Jansen in de Wal et al. (2014).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Gillet et al. (2018)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Gillet, Becker et al. (2017) source
    • cites Moran et al. (2012) source
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The unexpected null effect of supervisor support could possibly be explained by the adoption of a multivariate perspective in which three sources of social support at work were simultaneously considered.

    “which could possibly be explained by our adoption of a multivariate perspective in which three various sources of social support at work were simultaneously considered.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    A key advantage of this approach is that resulting scores will be directly estimated in standardized units, interpretable as a function of the sample mean and standard deviation like normed scores, making it easier to identify the most likely profile membership of employees.

    “A key advantage of this approach is that the resulting scores will be directly estimated in standardized units, and thus interpretable as a function of the sample mean and standard deviation, just like normed scores, making it easier to identify the most likely profile membership of employees.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    Research in which the two layers of measurement cannot be properly disentangled carries the risk of leading to an overly similar assessment of the relative contribution of each motivation type, making it impossible to clearly identify the unique contribution of each over and above participants' global quantity of self-determination.

    “Importantly, research in which these two layers of measurement cannot be properly disentangled carries the risk of leading to an overly similar assessment of the relative contribution of each motivation type, making it impossible to clearly identify the unique contribution of each of them over and above that of participants' global quantity of self-determination (Gillet et al., 2018;Howard et al.,”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Gillet et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Howard et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Litalien et al., 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The present study demonstrates the importance of incorporating the bifactor perspective into the initial stages of any investigation relying on these constructs to identify global and specific factors.

    “The present study demonstrates the importance of incorporating this perspective into the initial stages of any investigation relying on these constructs to identify global and specific factors.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductcitation

    Preliminary measurement models were estimated with Mplus 8 using the robust Maximum Likelihood estimator, which provides parameter estimates, standard errors, and goodness-of-fit indices robust to non-normality of the response scales.

    “Preliminary measurement models were estimated with Mplus 8 (Muthén & Muthén, 2017) using the robust Maximum Likelihood (MLR) estimator, which provides parameter estimates, standard errors, and goodness-of-fit indices that are robust to the non-normality of the response scales used in the present study.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Muthén & Muthén, 2017 source
  • May combine two claims.

    Interpretationown data

    In the present study, the superiority of the bifactor-ESEM solution is obvious from the perspective of model fit and is fully aligned with previous research.

    “In contrast, in the present study, the superiority of the bifactor-ESEM solution is obvious from the perspective of model fit, and fully aligned with the results from previous research.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Full Information Maximum Likelihood procedures were used to account for the limited amount of missing responses present at the item level.

    “These models were estimated using Full Information Maximum Likelihood (FIML; Enders, 2010) procedures to account for the limited amount of missing responses present at the item level (Sample 1: 0% to 5.2%; Sample 2: 0% to 5.6%; Sample 3: 0% to 4.6%; Sample 4: 0% to 4.6%).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Enders, 2010

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    The early ESEM representation has been superseded by the combined bifactor-ESEM framework because it provides a direct estimate of the global self-determination continuum.

    “However, this early ESEM representation has been superseded by the combined bifactor-ESEM framework given its ability to provide a direct estimate of the global self-determination continuum (Gillet et al., 2018;Howard et al., 2008;Litalien et al., 2017).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Gillet et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Howard et al., 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Litalien et al., 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The ability of person-centered analyses to identify multiple profiles, as well as smaller and yet meaningful profiles, is known to be influenced by sample size.

    “Importantly, the ability of person-centered analyses to identify multiple profiles, as well as smaller and yet meaningful profiles, is known to be influenced by sample size.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Initiatives aiming to increase any one source of social support at work are likely to have widespread benefits.

    “Thus, initiatives aiming to increase any one source of social support at work are likely to have widespread benefits.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    It is unlikely that many professional applications of motivation measurement have sufficient numbers and resources.

    “We acknowledge that this is unlikely to be the case for many professional applications of motivation measurement.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Failure to consider multidimensionality is likely to lead to erroneous conclusions regarding the unique and combined impact of the various dimensions.

    “Failure to consider that is likely to lead to erroneous conclusion regarding the unique, and combined, impact of the various dimensions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study only looked into the role of demographic characteristics, workload, and social support at work as determinants of employees' work motivation profiles.

    “Fourth, we only looked into the role of demographic characteristics, workload, and social support at work as determinants of employees' work motivation profiles.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    SDT advocates that employees' motivation is characterized by a combination of meaningfully distinct forms of motivation and yet that these behavioral regulations are organized along a single underlying continuum.

    “SDT (Ryan & Deci, 2017) has always advocated the apparently ambiguous proposition that employees' motivation was characterized by a combination of meaningfully distinct forms of motivation (i.e., a multidimensional approach), and yet that these behavioral regulations would be organized along a single underlying continuum (i.e., a onedimensional approach).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Ryan & Deci, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Chi-square difference tests are known to be sensitive to sample size and minor model misspecifications, so recent studies suggest complementing this information with changes in CFIs and RMSEAs in tests of measurement invariance.

    “Like the chisquare, chi-square difference tests present a known sensitivity to sample size and minor model misspecifications so that recent studies suggest complementing this information with changes in CFIs and RMSEAs (Chen, 2007;Cheung & Rensvold, 2002) in the context of tests of measurement invariance.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Chen, 2007 source
    • cites Cheung & Rensvold, 2002 source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The recommendation to adopt a bifactor-ESEM representation is not as easy to transpose to the professional context where practitioners and organizations need to score motivation questionnaires.

    “Yet, this recommendation is not as easy to transpose to the professional context where practitioners and organizations need to be able to score motivation questionnaires.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Early research evidence supported the value of ESEM in helping to achieve an improved representation of motivation relative to more classical confirmatory factor analyses.

    “Early research evidence has supported the value of ESEM in helping to achieve an improved representation of motivation (i.e., more closely aligned with the continuum hypothesis) in the academic area relative to more classical confirmatory factor analyses (CFA; Guay, Morin, Litalien, Valois, & Vallerand, 2015;Litalien, Guay, & Morin, 2015).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Guay, Morin, Litalien, Valois, & Vallerand, 2015

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Litalien, Guay, & Morin, 2015

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Study design and conductcitation

    Because the chi-square test of exact fit is known to be oversensitive to sample size and minor model misspecifications, sample-size independent goodness-of-fit indices were relied on to describe model fit.

    “Given the known oversensitivity of the chi-square test of exact fit (χ²) to sample size and minor model misspecifications (e.g., Marsh, Hau, & Grayson, 2005), we relied on sample-size independent goodness-of-fit indices to describe the fit of the alternative models (Hu & Bentler, 1999): The comparative fit index (CFI), the Tucker-Lewis index (TLI), as well as the root mean square error of approxim”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Marsh, Hau, & Grayson, 2005

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Hu & Bentler, 1999 source
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    The results supported the value of interventions designed to increase colleagues support and to help make workloads more manageable as possible ways to nurture more desirable motivation profiles among employees.

    “Finally, our results supported the value of interventions designed to increase colleagues support, as well as to help make workloads more manageable, as possible ways to nurture more desirable motivation profiles among employees.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The study design and limitations of the analytical method did not allow assessment of reversed causality, reciprocity, spuriousness, or the possible role of profile membership in predicting changes in outcome levels.

    “our study design and the limitations inherent to our analytical method did not allow us to assess reversed causality, reciprocity, or spuriousness, nor the possible role of profile membership in the prediction of changes in outcome levels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Covariates were defined a priori as predictors or outcomes on the basis of a theoretical rationale drawn from prior research.

    “Third, in line with Meyer and Morin's (2016) recommendations, we examined covariates defined a priori as predictors (i.e., workload, as well as perceived organizational, supervisor, and colleagues support) or outcomes (i.e., presenteeism, absenteeism, turnover intentions, and work performance) on the basis of a theoretical rationale drawn from prior research (e.g., Deci et al., 2017;Gagné & Deci,”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Meyer and Morin's (2016) source
    • cites Deci et al., 2017 source
    • cites Gagné & Deci, 2005 source
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationnone given

    This recommendation is limited to the availability of samples of participants and cannot be applied to individual participants.

    “However, this recommendation is limited to the availability of samples of participants and cannot be applied to individual participants.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductnone given

    The study relied on four convenience samples of French workers, which cannot be considered representative of the population of French workers.

    “Second, the present study relied on four convenience samples of French workers, which cannot be considered to be representative of the population of French workers.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    This option might be limited to research purposes or to large scale organizational assessment contexts where numbers and resources are sufficient.

    “As such, this option might be limited to research purposes, or to large scale organizational assessment contexts where numbers, as well as resources (i.e., financial and statistical) are sufficient.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The nature of the identified profiles supported the idea that the global level of self-determined work motivation and the specific quality of employees' behavioral regulations at work both played a role in defining the profiles and are both important for a comprehensive understanding of employees' work motivation.

    “The nature of the identified profiles supported the idea that the global level of self-determined work motivation, as well as the specific quality of employees' behavioral regulations at work, both played a role in the definition of these profiles, and thus were both important to our ability to achieve a comprehensive understanding of employees' work motivation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The measurement models underlying the study's constructs can be considered roughly equivalent across the four samples, so that similar constructs were estimated in each group.

    “These results thus globally show that the measurement models underlying our constructs can be considered to be roughly equivalent across groups, leading to the estimation of similar constructs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Previous research using the same instrument reported virtually identical or very similar bifactor-ESEM results.

    “It is noteworthy that previous research using the same instrument reported virtually identical (Howard et al., 2018) or very similar (Gillet et al., 2018) bifactor-ESEM results.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Howard et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Gillet et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationown data

    The measurement models underlying the constructs can be considered roughly equivalent across groups, leading to the estimation of similar constructs.

    “These results globally show that the measurement models underlying our constructs can be considered to be roughly equivalent across groups, leading to the estimation of similar constructs.”
    Quote in the paperSubstantial claim
  • May combine two claims. The quote only partly states this claim.

    Study design and conductown data

    The partial latent means invariance model was retained as the final measurement model, showing acceptable fit (chi-square = 1077.859, df = 662, CFI = .938, TLI = .936, RMSEA = .047), and factor scores for the main analyses were extracted from it.

    “M10.Partial latent means invariance 1077.859(662)* .938.936.047[.042; .052]M8 112.431 (12)* -.009 -.009 +.004”
    • Also stated in: § Preliminary Measurement Models: Results · plain
      “The final invariant parameter estimates from the model of partial latent means invariance, from which factor scores were extracted from the main analyses, are reported in reported in Tables S7 (Sample 1), S8 (Sample 2), S9 (Sample 3) and S10 (Sample 4).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Because bifactor models rely on two factors to explain item-level covariance for each specific item, factor loadings on G- and S-factors are typically lower than their first-order counterparts.

    “When interpreting a bifactor-ESEM results, it is important to keep in mind that, because bifactor models rely on two factors to explain the covariance present at the item level for each specific item, factor loadings on G-and S-Factors are typically lower than their first-order counterparts (e.g., Morin et al., 2016).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Morin et al., 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    The critical question when interpreting a bifactor solution is whether the G-factor taps a meaningful amount of covariance shared among all items and whether sufficient covariance remains at the subscale level to result in meaningful S-factors.

    “As such, the critical question when interpreting a bifactor solution is whether the G-factor really taps into a meaningful amount of covariance shared among all items, and whether there remains sufficient covariance at the subscale level unexplained by the G-factor to result in the estimation of meaningful S-factors.”
    Quote in the paperNot a substantial claim
136 of 136
  • The paper relies on this without support.

    Higher salaries signal the recognition of high competence and the valuation of the employer-employee relationship.

    “Higher salaries also signal the recognition of high competence and the valuation of the employer-employee relationship.”
  • The paper relies on this without support.

    Nurses and physiotherapists differ in education, responsibilities, and salaries.

    “Nurses and physiotherapists are comparable in that both are health care professionals, but they differ in education, responsibilities, and salaries.”
  • The paper relies on this without support.

    The current study is the first to examine the role of organizational, supervisor, and colleagues support in predicting membership in motivation profiles.

    “However, to the best of our knowledge, the current study represents the first attempt to examine the role of these three sources of social support at work in the prediction of membership in motivation profiles, aiming to provide a better understanding of the role of social support in the determination of employees' motivation.”
  • The authors state this as an assumption.

    Employees' levels of autonomous and controlled types of behavioral regulation are independent and mutually exclusive.

    “it is generally assumed that employees' levels of autonomous and controlled types of behavioral regulation are independent and mutually exclusive.”
4 of 4

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.

  • Degrees-of-freedom change does not match Table S1

    Minor

    Table S1 reports 824 degrees of freedom for M8 and 608 for its comparison model, M6. Their difference is 216, not the reported 42; M8 is also described as relaxing constraints relative to M7 despite having more degrees of freedom.

    Reported 42 · recomputed 216

  • Reported lower end of the TLI improvement is tenfold too large

    Minor

    The text reports a ΔTLI range starting at .37. For Sample 4, the bifactor-ESEM and ESEM TLIs in Table S1 are .942 and .905, yielding .037; the other listed TLIs also do not support a .37 difference.

    Reported 0.37 · recomputed 0.037

  • Work-performance scale starts at both 1 and 0

    Minor

    The performance question says its scale ranges from 1 to 10, but its accompanying anchor assigns the worst performance a value of 0.

  • Profile 1 does not match the hypothesis it is said to support

    Minor

    Hypothesis 5 calls for average, matching motivation levels across dimensions. Profile 1 is described instead as having a very high specific level of introjected regulation and moderately low levels on other dimensions, yet is said to support that hypothesis.

4 of 4

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. Morin A. J. S., 2016, An introduction to intermediate and advanced statistical analyses for sport and exercise scientists, 183

Cited by

Sorted by citations

Authors
Gillet, N., Morin, A. J. S., Ndiaye, A., Colombat, P., & Fouquereau, E.
Affiliations
  • Université de Tours (FR)
  • Concordia University (CA)
Corresponding author
Gillet, Nicolas
Venue
Journal of Occupational and Organizational Psychology
Publisher
Wiley
Published
2020-06-20
Volume
93
Issue
4
Pages
988-1030
ISSN
  • 0963-1798 (ISSN-L)
  • 2044-8325
OpenAlex
W3036429803
Cited by
34
References
125
Citations by year
2026: 7 · 2025: 2 · 2024: 3 · 2023: 5 · 2022: 10 · 2021: 6 · 2020: 1
FWCI
5.92
Type
journal article
Language
en
Open access
Locations
  • Journal of Occupational and Organizational Psychology (publishedVersion, other-oa)
  • HAL (Le Centre pour la Communication Scientifique Directe) (submittedVersion)
Topics
  • Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Job Satisfaction and Organizational Behavior
  • Social Sciences › Psychology › Social Psychology › Motivation and Self-Concept in Sports
  • Health Sciences › Health Professions › General Health Professions › Workplace Health and Well-being
Keywords
employee motivation, self-determination theory, motivational profiles, intrinsic motivation, extrinsic motivation, introjected motivation, workload, job demands, job resources, organizational support, supervisor support, coworker support, presenteeism, turnover intention, absenteeism, employee performance, nurses, physiotherapists, managers, hospital staff

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 2026-10-12.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-12.

Cited sources are checked by gpt-6-sol.

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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