The evaluation of community-based interventions: a Monte Carlo study

The evaluation of interventions such as active labor market policies or medical programs by means of a randomized controlled trial is often considered the gold standard. However, randomized experiments might face severe shortcomings especially if performed at the group level. One such problem is cau...

Full description

Saved in:
Bibliographic Details
Main Authors: Augurzky, Boris (Author) , Schmidt, Christoph M. (Author)
Format: Book/Monograph Working Paper
Language:English
Published: Bonn Institute for the Study of Labor (IZA) 2001
Series:IZA Discussion paper series 270
In: Discussion paper series (270)

Subjects:
Online Access:Resolving-System, kostenfrei, Volltext: http://hdl.handle.net/10419/21121
Get full text
Author Notes:Boris Augurzky; Christoph M. Schmidt

MARC

LEADER 00000cam a2200000 c 4500
001 843635983
003 DE-627
005 20250304043859.0
007 cr uuu---uuuuu
008 151211s2001 gw |||||o 00| ||eng c
024 7 |a 10419/21121  |2 hdl 
035 |a (DE-627)843635983 
035 |a (DE-576)9843635981 
035 |a (DE-599)GBV843635983 
035 |a (OCoLC)932064236 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
044 |c XA-DE 
082 0 4 |a 330 
084 |a 17  |2 sdnb 
084 |a H43  |a C15  |2 jelc 
100 1 |a Augurzky, Boris  |d 1972-  |0 (DE-588)136610277  |0 (DE-627)584600100  |0 (DE-576)181682214  |4 aut 
245 1 4 |a The evaluation of community-based interventions  |b a Monte Carlo study  |c Boris Augurzky; Christoph M. Schmidt 
264 1 |a Bonn  |b Institute for the Study of Labor (IZA)  |c 2001 
300 |a Online-Ressource ([2], 27 S.) 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
490 1 |a IZA Discussion paper series  |v 270 
520 |a The evaluation of interventions such as active labor market policies or medical programs by means of a randomized controlled trial is often considered the gold standard. However, randomized experiments might face severe shortcomings especially if performed at the group level. One such problem is caused by small sample size which might prevent the experiment from developing its fundamental virtue in balancing all relevant covariates. This paper investigates the potential and limits of experimental and non-experimental approaches to the evaluation problem, in particular the use of instrumental variables, in a numerical simulation study, against the particular background of community-based interventions. In our simulations, we emphasize the trade-off between bias and precision by imposing a smaller number of communities whenever we model a randomized experiment, and by allowing for a correspondingly larger number of communities in all cases where selection into the program is not controlled completely by the analyst. 
538 |a Systemvoraussetzungen: PDF Reader. 
650 7 |8 1.1\x  |a Wirkungsanalyse  |0 (DE-627)09140116X  |0 (DE-2867)10991-6  |2 stw 
650 7 |8 1.2\x  |a Mikroökonometrie  |0 (DE-627)09137779X  |0 (DE-2867)10139-5  |2 stw 
650 7 |8 1.3\x  |a Stichprobenerhebung  |0 (DE-627)091392675  |0 (DE-2867)15243-6  |2 stw 
650 7 |8 1.4\x  |a Wirtschaftsförderung  |0 (DE-627)091400929  |0 (DE-2867)19829-5  |2 stw 
650 7 |8 1.5\x  |a Monte-Carlo-Simulation  |0 (DE-627)091378761  |0 (DE-2867)15267-6  |2 stw 
650 7 |8 1.6\x  |a Theorie  |0 (DE-627)091394902  |0 (DE-2867)19073-6  |2 stw 
650 4 |8 1.7\x  |a self selection  |2 stw 
650 4 |a Grouped data  |7 (dpeaa)DE-206 
650 4 |a observational study  |7 (dpeaa)DE-206 
650 4 |a randomized experiment  |7 (dpeaa)DE-206 
650 4 |a simulation study  |7 (dpeaa)DE-206 
655 4 |0 (DE-206)34  |a Graue Literatur  |5 DE-206 
655 4 |0 (DE-206)24  |a Arbeitspapier  |5 DE-206 
700 1 |a Schmidt, Christoph M.  |d 1962-  |0 (DE-588)123096642  |0 (DE-627)082344736  |0 (DE-576)167151169  |4 aut 
776 0 8 |i Erscheint auch als  |n Druck-Ausgabe  |a Augurzky, Boris, 1972 -   |t The evaluation of community-based interventions  |d Bonn : Forschungsinst. zur Zukunft der Arbeit, 2001  |h 27 S.  |w (DE-627)1162034114  |w (DE-576)09203411X 
810 2 |a Forschungsinstitut zur Zukunft der Arbeit  |t Discussion paper series  |v 270  |9 27000  |w (DE-627)369870360  |w (DE-576)281231559  |w (DE-600)2120053-1  |x 2365-9793  |7 am 
856 4 0 |u http://hdl.handle.net/10419/21121  |x Resolving-System  |z kostenfrei  |3 Volltext 
951 |a BO 
992 |a 20241118 
993 |a WorkingPaper 
994 |a 2001 
998 |g 123096642  |a Schmidt, Christoph M.  |m 123096642:Schmidt, Christoph M.  |d 180000  |d 181000  |e 180000PS123096642  |e 181000PS123096642  |k 0/180000/  |k 1/180000/181000/  |p 2  |y j 
999 |a KXP-PPN843635983  |e 4616038198 
BIB |a Y 
JSO |a {"language":["eng"],"relMultPart":[{"titleAlt":[{"title":"IZA discussion paper series"},{"title":"Discussion papers / IZA"},{"title":"IZA DP"},{"title":"Discussion paper / IZA"},{"title":"IZA discussion paper"}],"corporate":[{"display":"Forschungsinstitut zur Zukunft der Arbeit","role":"aut"}],"physDesc":[{"extent":"Online-Ressource"}],"disp":"IZA Discussion paper series","part":{"number_sort":["27000"],"number":["270"]},"title":[{"title_sort":"Discussion paper series / IZA","title":"Discussion paper series / IZA"}],"type":{"bibl":"serial","media":"Online-Ressource"},"recId":"369870360","pubHistory":["No. 1 (1998)-"],"origin":[{"dateIssuedDisp":"1998-","publisher":"IZA","dateIssuedKey":"1998","publisherPlace":"Bonn"}],"note":["Gesehen am 01.09.2021"],"id":{"issn":["2365-9793"],"zdb":["2120053-1"],"eki":["369870360"],"hdl":["10419/41"]},"dispAlt":"Forschungsinstitut zur Zukunft der Arbeit: Discussion paper series","language":["eng"],"name":{"displayForm":["Forschungsinstitut zur Zukunft der Arbeit"]}}],"name":{"displayForm":["Boris Augurzky; Christoph M. Schmidt"]},"type":{"bibl":"book","media":"Online-Ressource"},"physDesc":[{"extent":"Online-Ressource ([2], 27 S.)"}],"id":{"hdl":["10419/21121"],"eki":["843635983"]},"person":[{"family":"Augurzky","given":"Boris","display":"Augurzky, Boris","role":"aut"},{"role":"aut","display":"Schmidt, Christoph M.","given":"Christoph M.","family":"Schmidt"}],"title":[{"subtitle":"a Monte Carlo study","title":"The evaluation of community-based interventions","title_sort":"evaluation of community-based interventions"}],"origin":[{"publisherPlace":"Bonn","dateIssuedKey":"2001","dateIssuedDisp":"2001","publisher":"Institute for the Study of Labor (IZA)"}],"recId":"843635983"} 
SRT |a AUGURZKYBOEVALUATION2001