| Literature DB >> 29599939 |
João Éderson Corrêa1, João Batista Turrioni1, Anderson Paulo de Paiva1, Vinicius de Carvalho Paes1, Pedro Paulo Balestrassi2, Pedro José Papandrea1, Ernany Daniel de Carvalho Gonçalves1.
Abstract
This research evaluates the influence of the Brazilian accreditation methodology on the sustainability of the organizations. Critical factors for implementing accreditation were also examined, including measuring the relationships established between these factors in the organization sustainability. The present study was developed based on the survey methodology applied in the organizations accredited by ONA (National Accreditation Organization); 288 responses were received from the top level managers. The analysis of quantitative data of the measurement models was made with factorial analysis from principal components. The final model was evaluated from the confirmatory factorial analysis and structural equation modeling techniques. The results from the research are vital for the definition of factors that interfere in the accreditation processes, providing a better understanding for accredited organizations and for Brazilian accreditation.Entities:
Mesh:
Year: 2018 PMID: 29599939 PMCID: PMC5823428 DOI: 10.1155/2018/1393585
Source DB: PubMed Journal: J Healthc Eng ISSN: 2040-2295 Impact factor: 2.682
Figure 1Map of the distribution of health services certified by ONA in Brazil. Source: ONA [12].
Quality constructs used in hospitals.
| Leadership (L) | Related to the commitment of the top management, traditionally considered one of the most powerful forces of quality management. | Xiong et al., 2015; Douglas et al., 2004; Meyer et al., 2001; Woo et al., 2013; Kunst and Lemmink, 2000; McFadden et al., 2015; El-jardali et al., 2008; Lee et al., 2013; Moon et al., 2008; Faye et al., 2013. |
| Sustainability (SY) | Related to the capacity of organizations to be able to withstand the challenges and variations over time, through a process of continuous improvement. | Slaghuis et al., 2013; Xiong et al., 2015; Li et al., 2002; Lee et al., 2013; Goldstein and Naor, 2005; Kunst and Lemmink, 2000. |
| People management construct (PM) | Describes how the organization engages, manages, and develops its workforce. | Choi et al., 2013; Douglas et al., 2004; Phichitchaisopa and Naenna, 2013; Lee et al., 2013; Li et al., 2003; Xiong et al., 2015; Mcfadden et al., 2015; Awuor and Kinuthia, 2013; Choi et al., 2013. |
| Organizational culture construct (O) | Refers to the “state” or set of characteristics that describes affective commitment and the desire to pursue a course in action with a focus on the target. | Nicolas et al., 2006; Woo et al., 2013; Awuor and Kinuthia, 2013; Cheng et al., 2014; Faye et al., 2013; El-Jardali et al. 2008; Woo et al. 2013. |
| Quality management construct (Q) | The literature indicates that the qualities in health organizations include quality practices related to customer satisfaction. | Xiong et al., 2015; El-Jardali et al., 2008; Douglas et al., 2004; Mcfadden et al., 2015; Awuor and Kinuthia, 2013; Choi et al., 2013; Cheng et al., 2014. |
| Process-oriented construct (P) | Process-oriented activities as related to the existence of well-defined processes in all activities of the organization. | Boyer et al., 2012; Kunkel et al., 2007; Kunst and Lemmink, 2000; Awuor and Kinuthia, 2013; Claver et al., 2003; Gowen et al., 2006; Kunkel et al., 2007; Lee et al., 2012. |
| Safety construct (S) | Refers to the common perceptions of an organization's members about their security policies and practices, which are directly influenced by top management. | Boyer et al., 2012; Mcfadden et al., 2015; Woo et al., 2013. |
| Accreditation construct (A) | Refers to a voluntary evaluation method that aims to guarantee the quality of health services through standards previously defined by ONA. | El-Jardali et al., 2008; Woo et al., 2013. |
Figure 2Research project roadmap. Source: adapted from Forza [43] and Hair et al. [44].
Variables from (1).
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Quality constructs used in hospitals.
| Construct | Equation |
|---|---|
| Leadership |
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| Sustainability |
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| People management | Λ |
| Organizational culture |
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| Quality management |
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| Process orientation |
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| Safety |
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| Accreditation |
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k = 1, 2,…, 6.
Relationships established between the constructs selected in the model.
| Construct | Measurement items | Variable type | Direct influence from constructs | Indirect influence from constructs | Direct influence on constructs | Indirect influence on constructs |
|---|---|---|---|---|---|---|
| Leadership | 6 | Exogenous | — | — | Q | A, SY |
| People management | 5 | Exogenous | — | — | Q | A, SY |
| Organizational culture | 4 | Exogenous | — | — | Q | A, SY |
| Quality management | 5 | Endogenous | L, PM, O, P, S | — | A | SY |
| Process orientation | 4 | Exogenous | — | — | Q | A, SY |
| Safety | 5 | Exogenous | — | — | Q | A, SY |
| Accreditation | 4 | Endogenous | Q | L, PM, O, P, S | SY | — |
| Sustainability | 6 | Endogenous | A | Q, L, PM, O, P, S | — | — |
Correlation matrix for the constructs.
| F1L | F2L | F1SY | F2SY | F3SY | F1PM | F2PM | F1O | F2O | F1Q | F2Q | F1P | F1S | F2S | F1A | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F1L | 1.000 | 0.288 | 0.278 | 0.294 | 0.297 | 0.269 | 0.572 | 0.288 | 0.335 | 0.308 | 0.290 | 0.251 | 0.572 | 0.523 | 0.517 |
| F2L | 0.288 | 1.000 | 0.323 | 0.342 | 0.345 | 0.313 | 0.523 | 0.278 | 0.323 | 0.298 | 0.280 | 0.242 | 0.665 | 0.608 | 0.274 |
| F1SY | 0.278 | 0.323 | 1.000 | 0.315 | 0.317 | 0.288 | 0.288 | 0.294 | 0.342 | 0.315 | 0.296 | 0.257 | 0.612 | 0.560 | 0.446 |
| F2SY | 0.294 | 0.342 | 0.315 | 1.000 | 0.298 | 0.271 | 0.278 | 0.297 | 0.345 | 0.317 | 0.298 | 0.259 | 0.575 | 0.526 | 0.632 |
| F3SY | 0.297 | 0.345 | 0.317 | 0.298 | 1.000 | 0.235 | 0.294 | 0.269 | 0.313 | 0.288 | 0.271 | 0.235 | 0.499 | 0.456 | 0.575 |
| F1PM | 0.269 | 0.313 | 0.288 | 0.271 | 0.235 | 1.000 | 0.297 | 0.572 | 0.523 | 0.288 | 0.278 | 0.294 | 0.297 | 0.269 | 0.526 |
| F2PM | 0.572 | 0.523 | 0.288 | 0.278 | 0.294 | 0.297 | 1.000 | 0.665 | 0.608 | 0.335 | 0.323 | 0.342 | 0.345 | 0.313 | 0.290 |
| F1O | 0.288 | 0.278 | 0.294 | 0.297 | 0.269 | 0.572 | 0.665 | 1.000 | 0.560 | 0.308 | 0.298 | 0.315 | 0.317 | 0.288 | 0.280 |
| F2O | 0.335 | 0.323 | 0.342 | 0.345 | 0.313 | 0.523 | 0.608 | 0.560 | 1.000 | 0.290 | 0.280 | 0.296 | 0.298 | 0.271 | 0.296 |
| F1Q | 0.308 | 0.298 | 0.315 | 0.317 | 0.288 | 0.288 | 0.335 | 0.308 | 0.290 | 1.000 | 0.242 | 0.257 | 0.259 | 0.235 | 0.298 |
| F2Q | 0.290 | 0.280 | 0.296 | 0.298 | 0.271 | 0.278 | 0.323 | 0.298 | 0.280 | 0.242 | 1.000 | 0.269 | 0.313 | 0.288 | 0.271 |
| F1P | 0.251 | 0.242 | 0.257 | 0.259 | 0.235 | 0.294 | 0.342 | 0.315 | 0.296 | 0.257 | 0.269 | 1.000 | 0.857 | 0.654 | 0.554 |
| F1S | 0.572 | 0.665 | 0.612 | 0.575 | 0.499 | 0.297 | 0.345 | 0.317 | 0.298 | 0.259 | 0.313 | 0.857 | 1.000 | 0.488 | 1.868 |
| F2S | 0.523 | 0.608 | 0.560 | 0.526 | 0.456 | 0.269 | 0.313 | 0.288 | 0.271 | 0.235 | 0.288 | 0.654 | 0.488 | 1.000 | 0.456 |
| F1A | 0.517 | 0.274 | 0.446 | 0.632 | 0.575 | 0.526 | 0.290 | 0.280 | 0.296 | 0.298 | 0.271 | 0.554 | 1.868 | 0.456 | 1.000 |
Factor analysis results.
| Construct | Variable | Factor 1% var | Factor 2% var | Factor 3% var | Communalities % explanation |
|---|---|---|---|---|---|
| Leadership | F1—acting | 0.379 | 75.4% | ||
| F2—involvement | 0.375 | ||||
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| Sustainability | F1—performance | 0.297 | 78.5% | ||
| F2—commitment | 0.255 | ||||
| F3—goals | 0.233 | ||||
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| People management | F1—information | 0.645 | 77.0% | ||
| F2—value | 0.125 | ||||
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| Organizational culture | F1—commitment | 0.570 | 81.4% | ||
| F2—performance | 0.244 | ||||
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| Quality management | F1—team involvement | 0.437 | 76.9% | ||
| F2—indicators | 0.332 | ||||
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| Process orientation | F1—process orientation | 0.820 | 82.0% | ||
| Safety | F1—safety culture | 0.544 | 77.7% | ||
| F2—risk | 0.233 | ||||
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| Accreditation | F1—accreditation | 0.865 | 86.5 | ||
Figure 3Results of structural modeling analysis.
Model fit indices.
| Type of indicator | Indicator | Result | Reference values |
|---|---|---|---|
| Absolute fit |
| 57.25 |
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| Degrees of freedom (df) | 18 | Greater than 1 | |
| Normed chi-square | 3.18 | Between 1 and 3: good fit | |
| Goodness-of-fit index (GFI) | 0.977 | ≥0.90 | |
| Root mean square residual (RMR) | 0.319 | ≤0.05 | |
| Standardized root mean residual (SRMR) | 0.113 | ≥0.1 | |
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| Incremental fit | Normed fit index (NFI) | 0.949 | ≥0.9 |
| Comparative fit index (CFI) | 0.967 | ≥0.9 | |
| Parsimonious fit | Adjusted goodness of fit index (AGFI) | 0.894 | ≥0.9 |
| Parsimony normed fit index (PNFI) | 0.735 | Greater value: better fit | |
| Parsimony goodness-of-fit index (PGFI) | 0.486 | ≤0.67; but 0.5 is a good fit | |
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| Populacional fit | Root mean square error of approximation (RMSEA) | 0.470 | Between 0.03 and 0.08; |