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Het volume van chirurgische ingrepen en de impact ervan op ... - KCE

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<strong>KCE</strong> Reports 113 Volume Outcome 33<br />

However, it is not the <strong>volume</strong> of the restaurant that creates the higher quality, but the<br />

higher quality that attracts higher <strong>volume</strong> of customers.<br />

Figure 3.8: Two hypotheses of causality from Luft et al. 99<br />

Luft et al. explored the plausibility of each hypothesis on a series of diagnoses and<br />

procedures, and conclu<strong>de</strong>d that both explanations were valid, and that the relative<br />

importance of the practice or referral explanation varies by diagnosis or procedure. 99<br />

The policy implications of the two competing hypotheses are also very differ<strong>en</strong>t. If the<br />

observed pattern reflects only the « practice makes perfect » ph<strong>en</strong>om<strong>en</strong>on,<br />

conc<strong>en</strong>trating pati<strong>en</strong>ts in selected hospitals will improve outcomes. On the other hand,<br />

if the observed pattern is <strong>en</strong>tirely due to selective referral, the conc<strong>en</strong>tration of pati<strong>en</strong>ts<br />

is not necessary. As shown by Luft et al, the reality is oft<strong>en</strong> less black-and-white, with<br />

hypotheses not being mutually exclusive. Giv<strong>en</strong> the substantial differ<strong>en</strong>ces in policy<br />

implications, it is important that the analyses try to distinguish both hypotheses.<br />

Luft et al pr<strong>op</strong>osed two approaches to investigate which explanation of the two is the<br />

more plausible. 99 The first approach is mainly <strong>de</strong>scriptive, and the second uses<br />

simultaneous equations mo<strong>de</strong>lling.<br />

The first simple approach to explore the relation betwe<strong>en</strong> <strong>volume</strong> and outcome is to<br />

categorize hospitals by the number of pati<strong>en</strong>ts in a particular diagnosis or procedure<br />

category, and th<strong>en</strong> to examine patterns of selected variables across <strong>volume</strong> and types of<br />

pati<strong>en</strong>ts. Luft et al pr<strong>op</strong>osed three indicators:<br />

1. Transfer into the hospital. The pr<strong>op</strong>ortion of pati<strong>en</strong>ts transferred into one<br />

hospital from another acute hospital is a direct measure of the selective<br />

referral. Luft et al showed that for some procedures, there are marked<br />

differ<strong>en</strong>ces in transfer rates with respect to <strong>volume</strong>. The authors differ<strong>en</strong>tiate<br />

the patterns as « strong increasing pattern », « weak increasing pattern », « U<br />

shaped », « roughly flat » and « L-shaped ». The strong increasing tr<strong>en</strong>ds are<br />

consist<strong>en</strong>t with the selective referral and inconsist<strong>en</strong>t with the position that<br />

practices makes perfect as the only explanation of the <strong>volume</strong> outcome<br />

relation.<br />

2. Transfer to another hospital: the pr<strong>op</strong>ortion of pati<strong>en</strong>ts discharged to<br />

another hospital rather than to a convalesc<strong>en</strong>t facility or home is the flip si<strong>de</strong><br />

of the in transfer rate. Luft shows that for most diagnoses and procedures<br />

the transfer rate falls with <strong>volume</strong>.<br />

3. The risk pattern of pati<strong>en</strong>ts. This is the final piece of evid<strong>en</strong>ce with respect to<br />

selective referral. An expected mortality rate based on pati<strong>en</strong>ts’<br />

characteristics can be computed for each hospital.

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