produksjonsprosessen: quality in the swedish crime registry

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Anton Färnström The Swedish National Council for Crime Prevention (Brå) 2013-08-15 How the architecture of a coding system will affect statistical quality

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Anton Färnström

The Swedish National Council for Crime Prevention (Brå)

2013-08-15

How the architecture of a coding system will

affect statistical quality

The criminal statistics in Sweden

Police Courts

Crime prevention council (Brå)

Prosecution statistics

• Prosecutions

• Prosecutions regarding

narcotics

Crime statistics

• Reported offences

• Cleared up crimes

• Suspected persons

Attorney's office

Recidivism in

crime

Quality of official statistics

“The quality of the raw data is the key for a reliable

production of statistics”

The government’s survey support

The crime codes

Four digit codes

Encapsulate legal information

Encapsulate context information

The crime codes - examples

9816 – Theft of boat motor

0375 – Assault, aggravated, against women 18 years or older, unfamiliar with offender, outdoors

0385 – Assault, aggravated, against women 18 years or older, unfamiliar with offender, indoors

1610 – Other crimes against chapter 16

Study design

• 1600 police reports covering 8 categories

• Recoding done by two lawyers

• Extent and effect of coding errors estimated

Results quality study – fraud

-10 000

-8 000

-6 000

-4 000

-2 000

0

2 000

4 000

6 000

8 000

10 000

12 000

14 000

Other

fraud

With

credit

card

With false

invoice All

others Via

internet Computer

fraud

+ 35 %

+ 35 %

- 15 % - 19 % - 13 % - 6%

Results quality study – assault

In close relationship

Not in close relationship

Official statistics Estimated true proportions

Results quality study – all categories

Summary of results

• Good quality at higher hierarchical levels

• Lower quality of context information

• Similar quality problems as in 1978

Lessons for the future

• Quality correlates with administrative needs

• Detailed instructions are no general solution

to coding errors

• Close contact with personnel doing the

registration is needed

• Coding quality needs to be taken into account

when creating statistical products

Thank you!

Anton Färnström

[email protected]