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Published in: Intensive Care Medicine 3/2020

01-03-2020 | Original

Inter-country variability over time in the mortality of mechanically ventilated patients

Authors: Oscar Peñuelas, Alfonso Muriel, Victor Abraira, Fernando Frutos-Vivar, Jordi Mancebo, Konstantinos Raymondos, Bin Du, Arnaud W. Thille, Fernando Ríos, Marco González, Lorenzo del-Sorbo, Niall D. Ferguson, Maria del Carmen Marín, Bruno Valle Pinheiro, Marco Antonio Soares, Nicolas Nin, Salvatore M. Maggiore, Andrew Bersten, Pravin Amin, Nahit Cakar, Gee Young Suh, Fekri Abroug, Manuel Jibaja, Dimitros Matamis, Amine Ali Zeggwagh, Yuda Sutherasan, Antonio Anzueto, Andrés Esteban

Published in: Intensive Care Medicine | Issue 3/2020

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Abstract

Purpose

Variations in clinical characteristics and management and in the mortality of mechanically ventilated patients have not been sufficiently evaluated. We hypothesized that mortality shows a variability associated with country after adjustment for clinical characteristics and management.

Methods

Analysis of four studies carried out at 6-year intervals over an 18-year period. The studies included 26,024 patients (5183 in 1998, 4968 in 2004, 8108 in 2010, and 7765 in 2016) admitted to 1253 units from 38 countries. The primary outcome was 28-day mortality. We performed analyses using multilevel logistic modeling with mixed-random effects, including country as a random variable. To evaluate the effect of management strategies on mortality, a mediation analysis was performed.

Results

Adjusted 28-day mortality decreased significantly over time (first study as reference): 2004: odds ratio 0.82 (95% confidence interval [CI] 0.72–0.93); 2010: 0.63 (95% CI 0.53–0.75); 2016: 0.49 (95% CI 0.39–0.61). A protective ventilatory strategy and the use of continuous sedation mediated a moderate fraction of the effect of time on mortality in patients with moderate hypoxemia and without hypoxemia, respectively. Logistic multilevel modeling showed a significant effect of country on mortality: median odds ratio (MOR) in 1998: 2.02 (95% CI 1.57–2.48); in 2004: 1.76 (95% CI 1.47–2.06); in 2010: 1.55 (95% CI 1.37–1.74), and in 2016: 1.39 (95% CI 1.25–1.54).

Conclusions

These findings suggest that country could contribute, independently of confounder variables, to outcome. The magnitude of the effect of country decreased over time.
Clinical trials registered with http://​www.​clinicaltrials.​gov (NCT02731898).
Appendix
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Literature
1.
go back to reference Jaber S, Lescot T, Futier E, Paugam-Burtz C, Seguin P, Ferrandiere M, Lasocki S, Mimoz O, Hengy B, Sannini A, Pottecher J, Abback PS, Riu B, Belafia F, Constantin JM, Masseret E, Beaussier M, Verzilli D, De Jong A, Chanques G, Brochard L, Molinari N (2016) Effect of noninvasive ventilation on tracheal reintubation among patients with hypoxemic respiratory failure following abdominal surgery: a randomized clinical trial. JAMA 315:1345–1353PubMedCrossRef Jaber S, Lescot T, Futier E, Paugam-Burtz C, Seguin P, Ferrandiere M, Lasocki S, Mimoz O, Hengy B, Sannini A, Pottecher J, Abback PS, Riu B, Belafia F, Constantin JM, Masseret E, Beaussier M, Verzilli D, De Jong A, Chanques G, Brochard L, Molinari N (2016) Effect of noninvasive ventilation on tracheal reintubation among patients with hypoxemic respiratory failure following abdominal surgery: a randomized clinical trial. JAMA 315:1345–1353PubMedCrossRef
2.
go back to reference Lemiale V, Mokart D, Resche-Rigon M, Pène F, Mayaux J, Faucher E, Nyunga M, Girault C, Perez P, Guitton C, Ekpe K, Kouatchet A, Théodose I, Benoit D, Canet E, Barbier F, Rabbat A, Bruneel F, Vincent F, Klouche K, Loay K, Mariotte E, Bouadma L, Moreau AS, Seguin A, Meert AP, Reignier J, Papazian L, Mehzari I, Cohen Y, Schenck M, Hamidfar R, Darmon M, Demoule A, Chevret S, Azoulay E (2015) Effect of noninvasive ventilation vs oxygen therapy on mortality among immunocompromised patients with acute respiratory failure: a randomized clinical Trial. JAMA 314:1711–1719PubMedCrossRef Lemiale V, Mokart D, Resche-Rigon M, Pène F, Mayaux J, Faucher E, Nyunga M, Girault C, Perez P, Guitton C, Ekpe K, Kouatchet A, Théodose I, Benoit D, Canet E, Barbier F, Rabbat A, Bruneel F, Vincent F, Klouche K, Loay K, Mariotte E, Bouadma L, Moreau AS, Seguin A, Meert AP, Reignier J, Papazian L, Mehzari I, Cohen Y, Schenck M, Hamidfar R, Darmon M, Demoule A, Chevret S, Azoulay E (2015) Effect of noninvasive ventilation vs oxygen therapy on mortality among immunocompromised patients with acute respiratory failure: a randomized clinical Trial. JAMA 314:1711–1719PubMedCrossRef
3.
go back to reference Demoule A, Chevret S, Carlucci A, Kouatchet A, Jaber S, Meziani F, Schmidt M, Schnell D, Clergue C, Aboab J, Rabbat A, Eon B, Guérin C, Georges H, Zuber B, Dellamonica J, Das V, Cousson J, Perez D, Brochard L, Azoulay E (2016) Changing use of noninvasive ventilation in critically ill patients: trends over 15 years in francophone countries. Intensive Care Med 42:82–92PubMedCrossRef Demoule A, Chevret S, Carlucci A, Kouatchet A, Jaber S, Meziani F, Schmidt M, Schnell D, Clergue C, Aboab J, Rabbat A, Eon B, Guérin C, Georges H, Zuber B, Dellamonica J, Das V, Cousson J, Perez D, Brochard L, Azoulay E (2016) Changing use of noninvasive ventilation in critically ill patients: trends over 15 years in francophone countries. Intensive Care Med 42:82–92PubMedCrossRef
4.
go back to reference Serpa Neto A, Cardoso SO, Manetta JA, Pereira VG, Espósito DC, de Pasqualucci M, Damasceno MC, Schultz MJ (2012) Association between use of lung-protective ventilation with lower tidal volumes and clinical outcomes among patients without acute respiratory distress syndrome: a meta-analysis. JAMA 308:1651–1659PubMedCrossRef Serpa Neto A, Cardoso SO, Manetta JA, Pereira VG, Espósito DC, de Pasqualucci M, Damasceno MC, Schultz MJ (2012) Association between use of lung-protective ventilation with lower tidal volumes and clinical outcomes among patients without acute respiratory distress syndrome: a meta-analysis. JAMA 308:1651–1659PubMedCrossRef
5.
go back to reference Writing Group for the PReVENT Investigators, Simonis FD, Serpa Neto A, Binnekade JM, Braber A, Bruin KCM, Determann RM, Goekoop GJ, Heidt J, Horn J, Innemee G, de Jonge E, Juffermans NP, Spronk PE, Steuten LM, Tuinman PR, de Wilde RBP, Vriends M, Gama de Abreu M, Pelosi P, Schultz MJ (2018) Effect of a low vs intermediate tidal volume strategy on ventilator-free days in intensive care unit patients without ARDS: a randomized clinical trial. JAMA 320:1872–1880PubMedCentralCrossRef Writing Group for the PReVENT Investigators, Simonis FD, Serpa Neto A, Binnekade JM, Braber A, Bruin KCM, Determann RM, Goekoop GJ, Heidt J, Horn J, Innemee G, de Jonge E, Juffermans NP, Spronk PE, Steuten LM, Tuinman PR, de Wilde RBP, Vriends M, Gama de Abreu M, Pelosi P, Schultz MJ (2018) Effect of a low vs intermediate tidal volume strategy on ventilator-free days in intensive care unit patients without ARDS: a randomized clinical trial. JAMA 320:1872–1880PubMedCentralCrossRef
6.
go back to reference Petrucci N, De Feo C (2013) Lung protective ventilation strategy for the acute respiratory distress syndrome. Cochrane Database Syst Rev 28:CD003844 Petrucci N, De Feo C (2013) Lung protective ventilation strategy for the acute respiratory distress syndrome. Cochrane Database Syst Rev 28:CD003844
7.
go back to reference Briel M, Meade M, Mercat A, Brower RG, Talmor D, Walter SD, Slutsky AS, Pullenayegum E, Zhou Q, Cook D, Brochard L, Richard JC, Lamontagne F, Bhatnagar N, Stewart TE, Guyatt G (2010) Higher vs lower positive end-expiratory pressure in patients with acute lung injury and acute respiratory distress syndrome: systematic review and meta-analysis. JAMA 303:865–873PubMedCrossRef Briel M, Meade M, Mercat A, Brower RG, Talmor D, Walter SD, Slutsky AS, Pullenayegum E, Zhou Q, Cook D, Brochard L, Richard JC, Lamontagne F, Bhatnagar N, Stewart TE, Guyatt G (2010) Higher vs lower positive end-expiratory pressure in patients with acute lung injury and acute respiratory distress syndrome: systematic review and meta-analysis. JAMA 303:865–873PubMedCrossRef
8.
go back to reference Guérin C, Reignier J, Richard JC, Beuret P, Gacouin A, Boulain T, Mercier E, Badet M, Mercat A, Baudin O, Clavel M, Chatellier D, Jaber S, Rosselli S, Mancebo J, Sirodot M, Hilbert G, Bengler C, Richecoeur J, Gainnier M, Bayle F, Bourdin G, Leray V, Girard R, Baboi L, Ayzac L (2013) Prone positioning in severe acute respiratory distress syndrome. N Engl J Med 368:2159–2168PubMedCrossRef Guérin C, Reignier J, Richard JC, Beuret P, Gacouin A, Boulain T, Mercier E, Badet M, Mercat A, Baudin O, Clavel M, Chatellier D, Jaber S, Rosselli S, Mancebo J, Sirodot M, Hilbert G, Bengler C, Richecoeur J, Gainnier M, Bayle F, Bourdin G, Leray V, Girard R, Baboi L, Ayzac L (2013) Prone positioning in severe acute respiratory distress syndrome. N Engl J Med 368:2159–2168PubMedCrossRef
9.
go back to reference Papazian L, Forel JM, Gacouin A, Penot-Ragon C, Perrin G, Loundou A, Jaber S, Arnal JM, Perez D, Seghboyan JM, Constantin JM, Courant P, Lefrant JY, Guérin C, Prat G, Morange S, Roch A (2010) Neuromuscular blockers in early acute respiratory distress syndrome. N Engl J Med 363:1107–1116PubMedCrossRef Papazian L, Forel JM, Gacouin A, Penot-Ragon C, Perrin G, Loundou A, Jaber S, Arnal JM, Perez D, Seghboyan JM, Constantin JM, Courant P, Lefrant JY, Guérin C, Prat G, Morange S, Roch A (2010) Neuromuscular blockers in early acute respiratory distress syndrome. N Engl J Med 363:1107–1116PubMedCrossRef
10.
go back to reference Shehabi Y, Bellomo R, Reade MC, Bailey M, Bass F, Howe B, McArthur C, Seppelt IM, Webb S, Weisbrodt L (2012) Early intensive care sedation predicts long-term mortality in ventilated critically ill patients. Am J Respir Crit Care Med 186:724–731PubMedCrossRef Shehabi Y, Bellomo R, Reade MC, Bailey M, Bass F, Howe B, McArthur C, Seppelt IM, Webb S, Weisbrodt L (2012) Early intensive care sedation predicts long-term mortality in ventilated critically ill patients. Am J Respir Crit Care Med 186:724–731PubMedCrossRef
11.
go back to reference Mehta S, Burry L, Cook D, Fergusson D, Steinberg M, Granton J, Herridge M, Ferguson N, Devlin J, Tanios M, Dodek P, Fowler R, Burns K, Jacka M, Olafson K, Skrobik Y, Hébert P, Sabri E, Meade M (2012) Daily sedation interruption in mechanically ventilated critically ill patients cared for with a sedation protocol: a randomized controlled trial. JAMA 308:1985–1992PubMedCrossRef Mehta S, Burry L, Cook D, Fergusson D, Steinberg M, Granton J, Herridge M, Ferguson N, Devlin J, Tanios M, Dodek P, Fowler R, Burns K, Jacka M, Olafson K, Skrobik Y, Hébert P, Sabri E, Meade M (2012) Daily sedation interruption in mechanically ventilated critically ill patients cared for with a sedation protocol: a randomized controlled trial. JAMA 308:1985–1992PubMedCrossRef
12.
go back to reference Girard TD, Kress JP, Fuchs BD, Thomason JW, Schweickert WD, Pun BT, Taichman DB, Dunn JG, Pohlman AS, Kinniry PA, Jackson JC, Canonico AE, Light RW, Shintani AK, Thompson JL, Gordon SM, Hall JB, Dittus RS, Bernard GR, Ely EW (2008) Efficacy and safety of a paired sedation and ventilator weaning protocol for mechanically ventilated patients in intensive care (Awakening and Breathing Controlled trial): a randomised controlled trial. Lancet 371:126–134PubMedCrossRef Girard TD, Kress JP, Fuchs BD, Thomason JW, Schweickert WD, Pun BT, Taichman DB, Dunn JG, Pohlman AS, Kinniry PA, Jackson JC, Canonico AE, Light RW, Shintani AK, Thompson JL, Gordon SM, Hall JB, Dittus RS, Bernard GR, Ely EW (2008) Efficacy and safety of a paired sedation and ventilator weaning protocol for mechanically ventilated patients in intensive care (Awakening and Breathing Controlled trial): a randomised controlled trial. Lancet 371:126–134PubMedCrossRef
13.
go back to reference Gattinoni L, Marini JJ, Collino F, Maiolo G, Rapetti F, Tonetti T, Vasques F, Quintel M (2017) The future of mechanical ventilation: lessons from the present and the past. Crit Care 21:183PubMedPubMedCentralCrossRef Gattinoni L, Marini JJ, Collino F, Maiolo G, Rapetti F, Tonetti T, Vasques F, Quintel M (2017) The future of mechanical ventilation: lessons from the present and the past. Crit Care 21:183PubMedPubMedCentralCrossRef
14.
go back to reference Esteban A, Anzueto A, Frutos F, Alía I, Brochard L, Stewart TE, Benito S, Epstein SK, Apezteguía C, Nightingale P, Arroliga AC, Tobin MJ (2002) Characteristics and outcomes in adult patients receiving mechanical ventilation: a 28-day international study. JAMA 287:345–355PubMedCrossRef Esteban A, Anzueto A, Frutos F, Alía I, Brochard L, Stewart TE, Benito S, Epstein SK, Apezteguía C, Nightingale P, Arroliga AC, Tobin MJ (2002) Characteristics and outcomes in adult patients receiving mechanical ventilation: a 28-day international study. JAMA 287:345–355PubMedCrossRef
15.
go back to reference Esteban A, Ferguson ND, Meade MO, Frutos-Vivar F, Apezteguia C, Brochard L, Raymondos K, Nin N, Hurtado J, Tomicic V, González M, Elizalde J, Nightingale P, Abroug F, Pelosi P, Arabi Y, Moreno R, Jibaja M, D’Empaire G, Sandi F, Matamis D, Montañez AM, Anzueto A (2008) Evolution of mechanical ventilation in response to clinical research. Am J Respir Crit Care Med 177:170–177PubMedCrossRef Esteban A, Ferguson ND, Meade MO, Frutos-Vivar F, Apezteguia C, Brochard L, Raymondos K, Nin N, Hurtado J, Tomicic V, González M, Elizalde J, Nightingale P, Abroug F, Pelosi P, Arabi Y, Moreno R, Jibaja M, D’Empaire G, Sandi F, Matamis D, Montañez AM, Anzueto A (2008) Evolution of mechanical ventilation in response to clinical research. Am J Respir Crit Care Med 177:170–177PubMedCrossRef
16.
go back to reference Esteban A, Frutos-Vivar F, Muriel A, Ferguson ND, Peñuelas O, Abraira V, Raymondos K, Rios F, Nin N, Apezteguía C, Violi DA, Thille AW, Brochard L, González M, Villagomez AJ, Hurtado J, Davies AR, Du B, Maggiore SM, Pelosi P, Soto L, Tomicic V, D’Empaire G, Matamis D, Abroug F, Moreno RP, Soares MA, Arabi Y, Sandi F, Jibaja M, Amin P, Koh Y, Kuiper MA, Bülow HH, Zeggwagh AA, Anzueto A (2013) Evolution of mortality over time in patients receiving mechanical ventilation. Am J Respir Crit Care Med 188:220–230PubMedCrossRef Esteban A, Frutos-Vivar F, Muriel A, Ferguson ND, Peñuelas O, Abraira V, Raymondos K, Rios F, Nin N, Apezteguía C, Violi DA, Thille AW, Brochard L, González M, Villagomez AJ, Hurtado J, Davies AR, Du B, Maggiore SM, Pelosi P, Soto L, Tomicic V, D’Empaire G, Matamis D, Abroug F, Moreno RP, Soares MA, Arabi Y, Sandi F, Jibaja M, Amin P, Koh Y, Kuiper MA, Bülow HH, Zeggwagh AA, Anzueto A (2013) Evolution of mortality over time in patients receiving mechanical ventilation. Am J Respir Crit Care Med 188:220–230PubMedCrossRef
17.
go back to reference Laffey JG, Madotto F, Bellani G, Pham T, Fan E, Brochard L, Amin P, Arabi Y, Bajwa EK, Bruhn A, Cerny V, Clarkson K, Heunks L, Kurahashi K, Laake JH, Lorente JA, McNamee L, Nin N, Palo JE, Piquilloud L, Qiu H, Jiménez JIS, Esteban A, McAuley DF, van Haren F, Ranieri M, Rubenfeld G, Wrigge H, Slutsky AS, Pesenti A (2017) Geo-economic variations in epidemiology, patterns of care, and outcomes in patients with acute respiratory distress syndrome: insights from the LUNG SAFE prospective cohort study. Lancet Respir Med 5:627–638PubMedCrossRef Laffey JG, Madotto F, Bellani G, Pham T, Fan E, Brochard L, Amin P, Arabi Y, Bajwa EK, Bruhn A, Cerny V, Clarkson K, Heunks L, Kurahashi K, Laake JH, Lorente JA, McNamee L, Nin N, Palo JE, Piquilloud L, Qiu H, Jiménez JIS, Esteban A, McAuley DF, van Haren F, Ranieri M, Rubenfeld G, Wrigge H, Slutsky AS, Pesenti A (2017) Geo-economic variations in epidemiology, patterns of care, and outcomes in patients with acute respiratory distress syndrome: insights from the LUNG SAFE prospective cohort study. Lancet Respir Med 5:627–638PubMedCrossRef
20.
go back to reference Nguyen YL, Perrodeau E, Guidet B, Trinquart L, Richard JC, Mercat A, Jolliet P, Ravaud P, Brochard L (2014) Mechanical ventilation and clinical practice heterogeneity in intensive care units: a multicenter case-vignette study. Ann Intensive Care 4:2PubMedPubMedCentralCrossRef Nguyen YL, Perrodeau E, Guidet B, Trinquart L, Richard JC, Mercat A, Jolliet P, Ravaud P, Brochard L (2014) Mechanical ventilation and clinical practice heterogeneity in intensive care units: a multicenter case-vignette study. Ann Intensive Care 4:2PubMedPubMedCentralCrossRef
21.
go back to reference Domanski M, Antman EM, McKinlay S, Varshavsky S, Platonov P, Assmann SF, Norman J (2004) Geographic variability in patient characteristics, treatment and outcome in an International Trial of Magnesium in acute myocardial infarction. Control Clin Trials 25:553–562PubMedCrossRef Domanski M, Antman EM, McKinlay S, Varshavsky S, Platonov P, Assmann SF, Norman J (2004) Geographic variability in patient characteristics, treatment and outcome in an International Trial of Magnesium in acute myocardial infarction. Control Clin Trials 25:553–562PubMedCrossRef
22.
go back to reference Chaix B, Rosvall M, Merlo J (2007) Assessment of the magnitude of geographical variations and socioeconomic contextual effects on ischaemic heart disease mortality: a multilevel survival analysis of a large Swedish cohort. J Epidemiol Community Heath 61:349–355CrossRef Chaix B, Rosvall M, Merlo J (2007) Assessment of the magnitude of geographical variations and socioeconomic contextual effects on ischaemic heart disease mortality: a multilevel survival analysis of a large Swedish cohort. J Epidemiol Community Heath 61:349–355CrossRef
23.
go back to reference Schootman M, Lian M, Pruitt SL, Hendren S, Mutch M, Deshpande AD, Jeffe DB, Davidson NO (2014) Hospital and geographic variability in two colorectal cancer surgery outcomes: complications and mortality after complications. Ann Surg Oncol 21:2659–2666PubMedPubMedCentralCrossRef Schootman M, Lian M, Pruitt SL, Hendren S, Mutch M, Deshpande AD, Jeffe DB, Davidson NO (2014) Hospital and geographic variability in two colorectal cancer surgery outcomes: complications and mortality after complications. Ann Surg Oncol 21:2659–2666PubMedPubMedCentralCrossRef
24.
go back to reference Shroyer AL, Quin JA, Grau-Sepulveda MV, Kosinski AS, Yerokun BA, Mitchell JD, Bilfinger TV (2017) Geographic variations in lung cancer lobectomy outcomes: the general thoracic surgery database. Ann Thorac Surg 104:1650–1655PubMedCrossRef Shroyer AL, Quin JA, Grau-Sepulveda MV, Kosinski AS, Yerokun BA, Mitchell JD, Bilfinger TV (2017) Geographic variations in lung cancer lobectomy outcomes: the general thoracic surgery database. Ann Thorac Surg 104:1650–1655PubMedCrossRef
25.
go back to reference Merchant RM, Berg RA, Yang L, Becker LB, Groeneveld PW, Chan PS (2014) Hospital variation in survival after in-hospital cardiac arrest. J Am Heart Assoc 3:e000400PubMedPubMedCentralCrossRef Merchant RM, Berg RA, Yang L, Becker LB, Groeneveld PW, Chan PS (2014) Hospital variation in survival after in-hospital cardiac arrest. J Am Heart Assoc 3:e000400PubMedPubMedCentralCrossRef
26.
go back to reference Schoenfeld DA, Bernard GR, Network A (2002) Statistical evaluation of ventilator-free days as an efficacy measure in clinical trials of treatments for acute respiratory distress syndrome. Crit Care Med 30:1772–1777PubMedCrossRef Schoenfeld DA, Bernard GR, Network A (2002) Statistical evaluation of ventilator-free days as an efficacy measure in clinical trials of treatments for acute respiratory distress syndrome. Crit Care Med 30:1772–1777PubMedCrossRef
27.
go back to reference Von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP (2007) Strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ 335:806–808CrossRef Von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP (2007) Strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ 335:806–808CrossRef
28.
go back to reference Rabe-Hesketh S, Skrondal A (2008) Multilevel and longitudinal modelling using stata. Stata Press, College Station Rabe-Hesketh S, Skrondal A (2008) Multilevel and longitudinal modelling using stata. Stata Press, College Station
29.
go back to reference Merlo J, Chaix B, Ohlsson H, Beckman A, Johnell K, Hjerpe P, Råstam L, Larsen K (2006) A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health 60:290–297PubMedPubMedCentralCrossRef Merlo J, Chaix B, Ohlsson H, Beckman A, Johnell K, Hjerpe P, Råstam L, Larsen K (2006) A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena. J Epidemiol Community Health 60:290–297PubMedPubMedCentralCrossRef
30.
go back to reference Valeri L, Vanderweele TJ (2013) Mediation analysis allowing for exposure–mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychol Methods 18:137–150PubMedPubMedCentralCrossRef Valeri L, Vanderweele TJ (2013) Mediation analysis allowing for exposure–mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychol Methods 18:137–150PubMedPubMedCentralCrossRef
32.
go back to reference Nguyen QC, Osypuk TL, Schmidt NM, Glymour MM, Tchetgen Tchetgen EJ (2015) Practical guidance for conducting mediation analysis with multiple mediators using inverse odds Ratio weighting. Am J Epidemiol 181:349–356PubMedPubMedCentralCrossRef Nguyen QC, Osypuk TL, Schmidt NM, Glymour MM, Tchetgen Tchetgen EJ (2015) Practical guidance for conducting mediation analysis with multiple mediators using inverse odds Ratio weighting. Am J Epidemiol 181:349–356PubMedPubMedCentralCrossRef
33.
go back to reference Pham T, Brochard LJ, Slutsky AS (2017) Mechanical ventilation: state of the art. Mayo Clin Proc 92:1382–1400PubMedCrossRef Pham T, Brochard LJ, Slutsky AS (2017) Mechanical ventilation: state of the art. Mayo Clin Proc 92:1382–1400PubMedCrossRef
34.
go back to reference Sakr Y, Moreira CL, Rhodes A, Ferguson ND, Kleinpell R, Pickkers P, Kuiper MA, Lipman J, Vincent JL (2015) The impact of hospital and ICU organizational factors on outcome in critically ill patients: results from the extended prevalence of infection in intensive care study. Crit Care Med 43:519–526PubMedCrossRef Sakr Y, Moreira CL, Rhodes A, Ferguson ND, Kleinpell R, Pickkers P, Kuiper MA, Lipman J, Vincent JL (2015) The impact of hospital and ICU organizational factors on outcome in critically ill patients: results from the extended prevalence of infection in intensive care study. Crit Care Med 43:519–526PubMedCrossRef
35.
go back to reference Kahn JM, Goss CH, Heagerty PJ, Kramer AA, O’Brien CR, Rubenfeld GD (2006) Hospital volume and the outcomes of mechanical ventilation. N Engl J Med 355:41–50PubMedCrossRef Kahn JM, Goss CH, Heagerty PJ, Kramer AA, O’Brien CR, Rubenfeld GD (2006) Hospital volume and the outcomes of mechanical ventilation. N Engl J Med 355:41–50PubMedCrossRef
36.
go back to reference Tarnow-Mordi WO, Hau C, Warden A, Shearer AJ (2000) Hospital mortality in relation to staff workload: a 4-year study in an adult intensive-care unit. Lancet 356:185–189PubMedCrossRef Tarnow-Mordi WO, Hau C, Warden A, Shearer AJ (2000) Hospital mortality in relation to staff workload: a 4-year study in an adult intensive-care unit. Lancet 356:185–189PubMedCrossRef
37.
go back to reference Kerlin MP, Adhikari NK, Rose L, Wilcox ME, Bellamy CJ, Costa DK, Gershengorn HB, Halpern SD, Kahn JM, Lane-Fall MB, Wallace DJ, Weiss CH, Wunsch H, Cooke CR (2017) The effect of nighttime intensivist staffing on mortality and length of stay among intensive care unit patients. Am J Respir Crit Care Med 195:383–393PubMed Kerlin MP, Adhikari NK, Rose L, Wilcox ME, Bellamy CJ, Costa DK, Gershengorn HB, Halpern SD, Kahn JM, Lane-Fall MB, Wallace DJ, Weiss CH, Wunsch H, Cooke CR (2017) The effect of nighttime intensivist staffing on mortality and length of stay among intensive care unit patients. Am J Respir Crit Care Med 195:383–393PubMed
38.
go back to reference Phua J, Joynt GM, Nishimura M, Deng Y, Myatra SN, Chan YH, Binh NG, Tan CC, Faruq MO, Arabi YM, Wahjuprajitno B, Liu SF, Hashemian SM, Kashif W, Staworn D, Palo JE, Koh Y (2015) Withholding and withdrawal of life-sustaining treatments in intensive care units in Asia. JAMA Intern Med 175:363–371PubMedCrossRef Phua J, Joynt GM, Nishimura M, Deng Y, Myatra SN, Chan YH, Binh NG, Tan CC, Faruq MO, Arabi YM, Wahjuprajitno B, Liu SF, Hashemian SM, Kashif W, Staworn D, Palo JE, Koh Y (2015) Withholding and withdrawal of life-sustaining treatments in intensive care units in Asia. JAMA Intern Med 175:363–371PubMedCrossRef
39.
go back to reference Mark NM, Rayner SG, Lee NJ, Curtis JR (2015) Global variability in withholding and withdrawal of life-sustaining treatment in the intensive care unit: a systematic review. Intensive Care Med 41:1572–1585PubMedCrossRef Mark NM, Rayner SG, Lee NJ, Curtis JR (2015) Global variability in withholding and withdrawal of life-sustaining treatment in the intensive care unit: a systematic review. Intensive Care Med 41:1572–1585PubMedCrossRef
40.
go back to reference Lilly CM, Swami S, Liu X, Riker RR, Badawi O (2017) Five-year trends of critical care practice and outcomes. Chest 152:723–735PubMedCrossRef Lilly CM, Swami S, Liu X, Riker RR, Badawi O (2017) Five-year trends of critical care practice and outcomes. Chest 152:723–735PubMedCrossRef
41.
go back to reference Dres M, Austin PC, Pham T, Aegerter P, Guidet B, Demoule A, Vieillard-Baron A, Brochard L, Geri G (2018) Acute respiratory distress syndrome cases volume and ICU mortality in medical patients. Crit Care Med 46:e33–e40PubMedCrossRef Dres M, Austin PC, Pham T, Aegerter P, Guidet B, Demoule A, Vieillard-Baron A, Brochard L, Geri G (2018) Acute respiratory distress syndrome cases volume and ICU mortality in medical patients. Crit Care Med 46:e33–e40PubMedCrossRef
42.
go back to reference Zhang Z, Spieth PM, Chiumello D, Goyal H, Torres A, Laffey JG, Hong Y (2019) Declining mortality in patients with acute respiratory distress syndrome: an analysis of the acute respiratory distress syndrome network trials. Crit Care Med 47:315–323PubMedCrossRef Zhang Z, Spieth PM, Chiumello D, Goyal H, Torres A, Laffey JG, Hong Y (2019) Declining mortality in patients with acute respiratory distress syndrome: an analysis of the acute respiratory distress syndrome network trials. Crit Care Med 47:315–323PubMedCrossRef
Metadata
Title
Inter-country variability over time in the mortality of mechanically ventilated patients
Authors
Oscar Peñuelas
Alfonso Muriel
Victor Abraira
Fernando Frutos-Vivar
Jordi Mancebo
Konstantinos Raymondos
Bin Du
Arnaud W. Thille
Fernando Ríos
Marco González
Lorenzo del-Sorbo
Niall D. Ferguson
Maria del Carmen Marín
Bruno Valle Pinheiro
Marco Antonio Soares
Nicolas Nin
Salvatore M. Maggiore
Andrew Bersten
Pravin Amin
Nahit Cakar
Gee Young Suh
Fekri Abroug
Manuel Jibaja
Dimitros Matamis
Amine Ali Zeggwagh
Yuda Sutherasan
Antonio Anzueto
Andrés Esteban
Publication date
01-03-2020
Publisher
Springer Berlin Heidelberg
Published in
Intensive Care Medicine / Issue 3/2020
Print ISSN: 0342-4642
Electronic ISSN: 1432-1238
DOI
https://doi.org/10.1007/s00134-019-05867-9

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