Att D - Assessment Findings

Attachment D - Assessment results.pdf

Surveys of State, Tribal, Local and Territorial (STLT) Governmental Health Agencies

Att D - Assessment Findings

OMB: 0920-0879

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Attachment D - Assessment Findings

Characteristics	of	a	State	Linkage	System

Q1	What	is	today's	date?
Answered:	25	 Skipped:	0

Answer	Choices

Responses

Please	enter	today's	date	using	the	following	format.

100%

Total	Respondents:	25

1	/	45

25

Characteristics	of	a	State	Linkage	System

Q2	Which	state	are	you	representing
in	completing	this	survey?
Answered:	25	 Skipped:	0

2	/	45

Characteristics	of	a	State	Linkage	System

Q3	What	is	your	email	address,	in
case	we	have	any	questions	or	need
clarification	of	any	responses.	Email
addresses	will	not	be	connected	to
final	data	outputs.
Answered:	25	 Skipped:	0

3	/	45

Characteristics	of	a	State	Linkage	System

Q4	How	much	of	a	priority	would	you
say	motor	vehicle	injury	is	in	your
state	compared	with	other	health
problems?
Answered:	24	 Skipped:	1

Highest
priority
Priority
Somewhat	of	a
priority
Not	a
priority	at
all
0%

20%

40%

60%

80%

100%

Answer	Choices

Responses

Highest	priority

4.17%

Priority

70.83%

17

Somewhat	of	a	priority

20.83%

5

Not	a	priority	at	all

4.17%

1

Total

1

24

4	/	45

Characteristics	of	a	State	Linkage	System

Q5	What	year	did	your	state	start	its
linkage	project?
Answered:	25	 Skipped:	0

5	/	45

Characteristics	of	a	State	Linkage	System

Q6	Is	the	linkage	and	analysis
project	in	the	state	for	which	you
are	responding	part	of	the	National
Highway	Traffic	Safety
Administration	(NHTSA)	Crash
Outcome	Data	Evaluation	System
(CODES)?
Answered:	25	 Skipped:	0

Yes

No

0%

20%

40%

60%

80%

100%

Answer	Choices

Responses

Yes

60%

15

No

40%

10

Total

25

6	/	45

Characteristics	of	a	State	Linkage	System

Q7	Which	agency	is	responsible
for....
Answered:	25	 Skipped:	0

The
coordination
of	your...
Your	primary
linkage/CODES
project...
Your	primary
linkage/CODES
project	da...

0%

20%

40%

60%

80%

100%

State
State
Other:
Department Department
of	Public
of
Health
Transportat
ion/Highway
s

	

State	Department	of
Public	Health

State	Department	of
Transportation/Highways

Other:

Total

The	coordination	of
your	overall
linkage/CODES
project?

48%
12

4%
1

48%
12

	
25

Your	primary
linkage/CODES	project
linkage?

60%
15

4%
1

36%
9

	
25

Your	primary
linkage/CODES	project
data	analysis?

56.00%
14

4%
1

40%
10

	
25

If	you	indicated	"Other",	please	specify	the	agency	name(s):	(	12	)

7	/	45

Characteristics	of	a	State	Linkage	System

Q8	If	your	state	participates	in	the
NHTSA	CODES	effort,	in	what	year
was	the	program	begun?
Answered:	14	 Skipped:	11

8	/	45

Characteristics	of	a	State	Linkage	System

Q9	Indicate	the	years	of	source	data
that	are	suitable	for	linking	that	you
have	available
Answered:	25	 Skipped:	0

9	/	45

Characteristics	of	a	State	Linkage	System

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

0%

Crash

20%

Inpatient

40%

ED

60%

Emergency Drivers
Medical
License
Services(EM
S)

10	/	45

80%

Traffic
Violation/C
itation

100%

Vehicle
Registratio
n

Characteristics	of	a	State	Linkage	System

	

Crash

Inpatient

ED

Emergency
Drivers
Medical
License
Services(EMS)

Traffic
Vehicle
Violation/Citation
Registration

Total
Respondents

2002

82.35%
14

88.24%
15

41.18%
7

29.41%
5

35.29%
6

23.53%
4

17.65%
3

	
17

2003

83.33%
15

94.44%
17

61.11%
11

33.33%
6

33.33%
6

22.22%
4

16.67%
3

	
18

2004

88.89%
16

94.44%
17

61.11%
11

44.44%
8

38.89%
7

22.22%
4

16.67%
3

	
18

2005

90%
18

95%
19

65%
13

35%
7

35%
7

20%
4

15%
3

	
20

2006

95.24%
20

95.24%
20

57.14%
12

33.33%
7

33.33%
7

19.05%
4

14.29%
3

	
21

2007

95.65%
22

91.30%
21

56.52%
13

34.78%
8

34.78%
8

17.39%
4

13.04%
3

	
23

2008

96%
24

92%
23

68%
17

40%
10

32%
8

16%
4

12%
3

	
25

2009

95.83%
23

91.67%
22

70.83%
17

50%
12

33.33%
8

16.67%
4

12.50%
3

	
24

2010

87.50%
21

87.50%
21

75%
18

58.33%
14

33.33%
8

16.67%
4

12.50%
3

	
24

2011

73.68%
14

84.21%
16

73.68%
14

52.63%
10

36.84%
7

15.79%
3

10.53%
2

	
19

If	you	have	"Other"	data	sources	available,	indicate	the	name	and	year(s)	of	data	available:	(	15	)

11	/	45

Characteristics	of	a	State	Linkage	System

Q10	For	which	of	the	following	years
and	databases	have	you	linked	your
CRASH	data:
Answered:	24	 Skipped:	1

12	/	45

Characteristics	of	a	State	Linkage	System

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

0%

Inpatient

20%

ED

40%

Emergency Drivers
Medical
License
Services(EM
S)

13	/	45

60%

Traffic
Violation/C
itation

80%

Vehicle
Registratio
n

100%

Other

Characteristics	of	a	State	Linkage	System

	

Inpatient

ED

Emergency
Drivers
Medical
License
Services(EMS)

Traffic
Vehicle
Violation/Citation
Registration

Other

Total
Respondents

2002

100%
13

61.54%
8

30.77%
4

30.77%
4

23.08%
3

15.38%
2

30.77%
4

	
13

2003

100%
14

78.57%
11

35.71%
5

35.71%
5

28.57%
4

14.29%
2

21.43%
3

	
14

2004

100%
15

73.33%
11

40%
6

46.67%
7

26.67%
4

13.33%
2

33.33%
5

	
15

2005

100%
17

70.59%
12

35.29%
6

41.18%
7

23.53%
4

11.76%
2

35.29%
6

	
17

2006

100%
18

72.22%
13

33.33%
6

38.89%
7

22.22%
4

11.11%
2

33.33%
6

	
18

2007

100%
20

65%
13

30%
6

35%
7

20%
4

10%
2

35%
7

	
20

2008

100%
20

75%
15

40%
8

35%
7

20%
4

10%
2

40%
8

	
20

2009

100%
20

75%
15

45%
9

30%
6

15%
3

10%
2

35%
7

	
20

2010

100%
14

71.43%
10

42.86%
6

42.86%
6

21.43%
3

14.29%
2

50%
7

	
14

2011

71.43%
5

42.86%
3

42.86%
3

42.86%
3

28.57%
2

14.29%
1

71.43%
5

	
7

If	your	state	has	"Other"	data	sets	linked	(i.e.E.M.S.	data	linked	to	trauma	data),	indicate	the	name	and	years	of	data	sets	that	are	linked:	(	11	)

14	/	45

Characteristics	of	a	State	Linkage	System

Q11	Consider	the	following:
Answered:	25	 Skipped:	0

Do	you	have	a
Board	of
Advisors	o...

Do	you	have	a
small	group
or...

0%

Yes

	

20%

40%

60%

80%

100%

No

Yes

No

Total

Do	you	have	a	Board	of
Advisors	or	Directors	for
your	linkage/CODES	project?

80%
20

20%
5

	
25

Do	you	have	a	small	group
or	subcommittee	that
assists	as	a	steering
committee,	work	group,	task
force,	or	other	advisory
board	that	assists	you	with
identifying	your
linkage/research	priorities?

44%
11

56.00%
14

	
25

Other	comments:	(	7	)

15	/	45

Characteristics	of	a	State	Linkage	System

Q12	Consider	the	following	in
relation	to	your	linkage/CODES
project:
Answered:	22	 Skipped:	3

If	your	state
has	a	Board
of	Advisor...

If	your	state
has	a	small
group	or...

N/A

0%

Annually

	

If	your
state	has
a	Board
of
Advisors
or
Directors,
how
often
does	that
group
meet?

Annually

4.55%
1

Bi‑annually

4.55%
1

20%

40%

Bi-annually Quarterly

Quarterly

63.64%
14

60%

Monthly

Monthly

9.09%
2

16	/	45

80%

N/A

Other	time
period,
please
specify
below

N/A

100%

N/A

Other
time
period,
please
specify
below
0%
0

4.55%
1

N/A

13.64%
3

Total

	
22

Characteristics	of	a	State	Linkage	System

If	your
state	has
a	small
group	or
subcommittee
that
assists	as
a	steering
committee,
work
group,
task
force,	or
advisory
board
that
identifies
linkage/research
priorities,
how
often
does	that
group
meet?

0%
0

0%
0

19.05%
4

9.52%
2

0%
0

19.05%
4

52.38%
11

	
21

N/A

0%
0

0%
0

0%
0

0%
0

0%
0

0%
0

0%
0

	
0

Please	specify	other	time	periods	for	each	if	option	not	provided:	(	6	)

17	/	45

Characteristics	of	a	State	Linkage	System

Q13	Indicate	the	organizations	that
are	represented	on	your
linkage/CODES	Board	of	Advisors	or
Directors.
Answered:	21	 Skipped:	4

State	Highway
Safety	Office
State
Department	of
Motor...
State
Department	of
Public	Safety
State
Department	of
Public	Health
State
Department	of
Transporta...

State	Police

State	Trauma
Board
State	level
hospital
association
University/Co
llege:
Specify...
Other	state
department,
non-govern...

0%

20%

40%

60%

80%

100%

Members

	

Members

Total

State	Highway	Safety	Office

100%
18

	
18

State	Department	of	Motor	Vehicles

100%
15

	
15

State	Department	of	Public	Safety

100%
11

	
11

State	Department	of	Public	Health

100%
20

	
20

State	Department	of
Transportation/Highways

100%
17

	
17

State	Police

100%
15

	
15

18	/	45

Characteristics	of	a	State	Linkage	System

State	Trauma	Board

100%
6

	
6

State	level	hospital	association

100%
7

	
7

University/College:	Specify	name(s)
below

100%
10

	
10

Other	state	department,	nongovernmental	organization,	or	other:
specify	name(s)	below

100%
12

	
12

If	you	listed	University/College	or	other	state	department,	non-governmental	organization,	or	some	other	potential	agency,	please	specify	those
agency	name(s):	(	16	)

19	/	45

Characteristics	of	a	State	Linkage	System

Q14	If	your	state	has	a	small	group
or	subcommittee	that	assists	as	a
steering	committee,	work	group,
task	force,	or	advisory	board	that
identifies	linkage/research
priorities,	list	those	agencies	that
participate	in	this	with	you.	If	this
doesn't	apply	please	indicate	with
N/A:
Answered:	19	 Skipped:	6

20	/	45

Characteristics	of	a	State	Linkage	System

Q15	Indicate	the	funding	streams
that	your	state	utilizes	to	support
your	linkage/CODES	project.
Answered:	22	 Skipped:	3

Centers	for
Disease
Control	an...

NHTSA

National
Institutes	of
Health	(NIH)
State	Highway
Safety	Office
State
Department	of
Public	Health
State
Department	of
Transporta...
State
Department	of
Motor...
Substance
Abuse	and
Mental	Hea...
The	Robert
Wood	Johnson
Foundation...

Other

0%

20%

40%

60%

80%

100%

Funding
available
to	our
state

	

Funding	available	to	our	state

Total

Centers	for	Disease	Control	and
Prevention	(CDC)

100%
6

	
6

NHTSA

100%
18

	
18

0%
0

	
0

State	Highway	Safety	Office

100%
11

	
11

State	Department	of	Public	Health

100%
4

	
4

National	Institutes	of	Health	(NIH)

21	/	45

Characteristics	of	a	State	Linkage	System
State	Department	of
Transportation/Highways

100%
2

	
2

State	Department	of	Motor	Vehicles

0%
0

	
0

Substance	Abuse	and	Mental	Health
Services	Administration	(SAMHSA)

0%
0

	
0

The	Robert	Wood	Johnson	Foundation
(RWJF)

0%
0

	
0

100%
3

	
3

Other
If	you	selected	"other"	indicate	who	those	partners	include:	(	5	)

22	/	45

Characteristics	of	a	State	Linkage	System

Q16	Do	you	charge	other	agencies
for	data	outputs	from	your
linkage/CODES	project?
Answered:	24	 Skipped:	1

Yes

No

0%

20%

40%

60%

Answer	Choices

Responses

Yes

4.17%

No

95.83%

Total

80%

100%

1
23
24

If	you	indicated	"yes",	please	share	how	you	might	charge	other
agencies	(i.e.	hourly,	price	by	size	of	project	or	output,	etc...):	(	1	)

23	/	45

Characteristics	of	a	State	Linkage	System

Q17	Indicate	your	agency's	level	of
involvement	with	each	of	the
following	in	your	state:	(i.e.
involvement	might	mean	that	you
attend	meetings	that	they	hold	or
they	attend	meetings	that	you	hold	you	mutually	support	those	program
efforts	or	they	support	yours)
Answered:	25	 Skipped:	0

Traffic
Records
Coordinati...
Department	of
Public	Health
-	Injury...
Strategic
Highway
Safety	Pla...
NHTSA
Regional
Office
State	Core
Violence	and
Injury...

Other

0%

20%

40%

We	interact We	interact We	rarely
frequently occasionall interact
y

	

We	interact
frequently

We	interact
occasionally

60%

80%

100%

We	never
interact

We	rarely
interact

We	never
interact

Total

Traffic	Records
Coordinating
Committee
(TRCC)

84%
21

16%
4

0%
0

0%
0

	
25

Department	of
Public	Health	Injury
Surveillance

60%
15

32%
8

4%
1

4%
1

	
25

Strategic
Highway	Safety
Plan	(SHSP)

50%
12

29.17%
7

12.50%
3

8.33%
2

	
24

NHTSA	Regional
Office

16.67%
4

37.50%
9

37.50%
9

8.33%
2

	
24

24	/	45

Characteristics	of	a	State	Linkage	System

State	Core
Violence	and
Injury	Prevention
Program	(Core
VIPP)
Other

50%
12

16.67%
4

16.67%
4

16.67%
4

	
24

66.67%
2

33.33%
1

0%
0

0%
0

	
3

If	you	selected	"other"	indicate	who	the	other	partners	are	that	you	interact	with	and	your	level	of	involvement	with	them.	(	5	)

25	/	45

Characteristics	of	a	State	Linkage	System

Q18	Indicate	how	often	you	share	or
provide	linked/CODES	data	to	each
of	the	following:	(meaning	that	you
have	an	ongoing	relationship	and
commitment	to	provide	them	with
data	outputs	or	analyses)
Answered:	24	 Skipped:	1

Traffic
Records
Coordinati...
Department	of
Public	Health
-	Injury...
Strategic
Highway
Safety	Pla...
NHTSA
Regional
Office
State	Core
Violence	and
Injury...

Other

0%

20%

40%

Frequently Occasionall Rarely
y

	

Frequently

60%

80%

100%

Never

Occasionally

Rarely

Never

Total

Traffic	Records
Coordinating
Committee
(TRCC)

21.74%
5

43.48%
10

21.74%
5

13.04%
3

	
23

Department	of
Public	Health	Injury
Surveillance

18.18%
4

50%
11

18.18%
4

13.64%
3

	
22

Strategic
Highway	Safety
Plan	(SHSP)

17.39%
4

21.74%
5

26.09%
6

34.78%
8

	
23

NHTSA	Regional
Office

8.70%
2

13.04%
3

34.78%
8

43.48%
10

	
23

State	Core
Violence	and
Injury	Prevention
Program	(Core
VIPP)

20%
4

20%
4

15%
3

45%
9

	
20

Other

40%
4

30%
3

0%
0

30%
3

	
10

If	you	indicated	"Other",	please	specify	the	agency	name(s)	and	the	frequency	with	which	you	interact:	(	7	)

26	/	45

Characteristics	of	a	State	Linkage	System

Q19	Indicate	how	often	you	get	data
requests	from	the	following:
Answered:	23	 Skipped:	2

Traffic
Records
Coordinati...
Department	of
Public	Health
-	Injury...
Strategic
Highway
Safety	Pla...
NHTSA
Regional
Office
State	Core
Violence	and
Injury...

Other

0%

20%

40%

Frequently Occasionall Rarely
y

	

Frequently

60%

80%

100%

Never

Occasionally

Rarely

Never

Total

Traffic	Records
Coordinating
Committee
(TRCC)

17.39%
4

30.43%
7

21.74%
5

30.43%
7

	
23

Department	of
Public	Health	Injury
Surveillance

18.18%
4

45.45%
10

22.73%
5

13.64%
3

	
22

Strategic
Highway	Safety
Plan	(SHSP)

17.39%
4

26.09%
6

21.74%
5

34.78%
8

	
23

NHTSA	Regional
Office

0%
0

13.04%
3

39.13%
9

47.83%
11

	
23

State	Core
Violence	and
Injury	Prevention
Program	(Core
VIPP)

25%
5

15%
3

25%
5

35%
7

	
20

Other

50%
4

12.50%
1

0%
0

37.50%
3

	
8

If	you	indicated	"Other",	please	specify	the	agency	name(s)	that	submit	data	requests	and	the	frequency	with	which	they	request	data	from	you:	(	5	)

27	/	45

Characteristics	of	a	State	Linkage	System

Q20	How	would	you	rate	the	demand
for	linkage/CODES	data	in	your
state....
Answered:	22	 Skipped:	3

for	use	in
identifying
traffic...

for	use	in
supporting
traffic...

for	use	in
educating	the
public.

for	use	in
legislative
decision...

0%

20%

Many	peopleWe	receive
use	our
data
data	on	an requests
on-going
several
basis
times	per
year

	

Many	people
use	our	data
on	an
on‑going
basis

40%

We	receive
data
requests
occasionall
y

60%

We	rarely
receive
data
requests

We	receive
data	requests
several	times
per	year

We	receive
data	requests
occasionally

80%

100%

We	never
receive
data
requests

We	rarely
receive	data
requests

We	never
receive	data
requests

Total

for	use	in
identifying
traffic	safety
problems.

31.82%
7

22.73%
5

31.82%
7

4.55%
1

9.09%
2

	
22

for	use	in
supporting
traffic	safety
decision
makers.

13.64%
3

22.73%
5

40.91%
9

18.18%
4

4.55%
1

	
22

for	use	in
educating	the
public.

18.18%
4

22.73%
5

36.36%
8

13.64%
3

9.09%
2

	
22

for	use	in
legislative
decision
making.

13.64%
3

22.73%
5

40.91%
9

4.55%
1

18.18%
4

	
22

28	/	45

Characteristics	of	a	State	Linkage	System

Q21	For	each	person	working	on
your	linkage/CODES	project,	indicate
the	percent	FTE,	percent	effort,	and
familiarity	with
statistics/epidemiology.	(working	on
the	project	meaning:	preparing	a
data	feed	for	linkage,	participating
in	meetings	regarding
linkage/analysis,	preparing	data
regarding	linkage/analysis,	writing
papers	or	preparing	presentation
materials	on	the	results	of	analyses,
etc..).
Answered:	22	 Skipped:	3

Percent	FTE

Person	#1

Person	#2

Person	#3

Person	#4

Person	#5

Person	#6

0%

Unfunded

20%

Part-time
(less	than
20hrs/wk)

40%

Part-time
Full-time
(20-39hrs/w (40hrs/wk)
k)

29	/	45

60%

80%

100%

Characteristics	of	a	State	Linkage	System
Percent	Effort

Person	#1

Person	#2

Person	#3

Person	#4

Person	#5

Person	#6

0%

1-25%	of
their	time

20%

26-50%	of
their	time

40%

51-75%	of
their	time

60%

76-100%	of
their	time

30	/	45

80%

100%

Characteristics	of	a	State	Linkage	System
Familiarity	with	Statistics/Epidemiology

Person	#1

Person	#2

Person	#3

Person	#4

Person	#5

Person	#6

0%

20%

Bachelors

Masters

40%

PhD

60%

80%

100%

No	degree No	degree
but	have
no	training
taken
courses
(i.e.
statistics,
epidemiolog
y,	etc...)

Percent	FTE
	

Unfunded

Part‑time	(less
than	20hrs/wk)

Part‑time	(2039hrs/wk)

Full‑time
(40hrs/wk)

Total

Person	#1

0%
0

27.27%
6

13.64%
3

59.09%
13

	
22

Person	#2

17.65%
3

17.65%
3

17.65%
3

47.06%
8

	
17

Person	#3

11.11%
1

33.33%
3

0%
0

55.56%
5

	
9

Person	#4

0%
0

25%
1

0%
0

75%
3

	
4

Person	#5

0%
0

50%
1

0%
0

50%
1

	
2

Person	#6

0%
0

0%
0

0%
0

0%
0

	
0

Percent	Effort
	
Person	#1

1‑25%	of	their
time
36.36%
8

26‑50%	of	their
time

51‑75%	of	their
time

22.73%
5

31	/	45

18.18%
4

76‑100%	of	their
time
22.73%
5

Total
	
22

Characteristics	of	a	State	Linkage	System
Person	#2

58.82%
10

0%
0

17.65%
3

23.53%
4

	
17

Person	#3

88.89%
8

11.11%
1

0%
0

0%
0

	
9

Person	#4

75%
3

25%
1

0%
0

0%
0

	
4

Person	#5

0%
0

0%
0

0%
0

100%
2

	
2

Person	#6

0%
0

0%
0

0%
0

0%
0

	
0

Familiarity	with	Statistics/Epidemiology
	

Bachelors

Masters

PhD

No	degree
but	have
taken
courses	(i.e.
statistics,
epidemiology,
etc...)

No	degree	no
training

Total

Person	#1

4.55%
1

59.09%
13

31.82%
7

4.55%
1

0%
0

	
22

Person	#2

11.11%
2

61.11%
11

16.67%
3

0%
0

11.11%
2

	
18

Person	#3

20%
2

50%
5

20%
2

0%
0

10%
1

	
10

Person	#4

0%
0

60%
3

20%
1

0%
0

20%
1

	
5

Person	#5

66.67%
2

0%
0

0%
0

0%
0

33.33%
1

	
3

Person	#6

0%
0

0%
0

0%
0

0%
0

0%
0

	
0

If	more	than	6	people	work	on	your	linkage/CODES	project,	continue	your	list	here:	(	1	)

32	/	45

Characteristics	of	a	State	Linkage	System

Q22	If	your	state	is	NOT	part	of	the
CODES	effort	what	linkage	method
do	you	use?
Answered:	9	 Skipped:	16

Probabilistic

Deterministic

0%

20%

40%

60%

80%

100%

Answer	Choices

Responses

Probabilistic

66.67%

6

Deterministic

33.33%

3

Total	Respondents:	9
Please	describe	linkage	method	or	any	software	used:	(	9	)

33	/	45

Characteristics	of	a	State	Linkage	System

Q23	How	would	you	describe	your
project	staff's	proficiency	in	the
following....(proficiency	meaning:
statistical	background,	knowledge
of	appropriate	software,
understanding	of	outputs,	and
ability	to	draw	conclusions)
Answered:	25	 Skipped:	0

to	link	data

LinkSolv

CODES2000

IVEWare

SAS

Microsoft
Access

Microsoft
Excel

Other
software	in
general

0%

Our	state
doesn't	use
this
software
for	linkage

20%

Expert:
assists	or
able	to
teach
others	in
using
software

40%

60%

Intermediat Beginner: Not
e:	can
needs
proficient
generally
assistance at	all
develop
in
linkage
developing
specificati linkage
ons/programspecificati
or	run
ons/program
software
s	or
without
running	of
assistance software

34	/	45

80%

100%

Characteristics	of	a	State	Linkage	System
to	analyze	linked	data

LinkSolv

CODES2000

IVEWare

SAS

Microsoft
Access

Microsoft
Excel

Other
software	in
general

0%

20%

Our	state
doesn't	use
this
software
for
analysis

Expert:
assists	or
able	to
teach
others	in
using
software

40%

60%

80%

100%

Intermediat Beginner: Not
e:	can
needs
proficient
generally
assistance at	all
develop
in
linkage
developing
specificati linkage
ons/programspecificati
or	run
ons/program
software
s	or
without
running	of
assistance software

to	link	data
	

Our	state
doesn't	use
this	software
for	linkage

Expert:
assists	or
able	to	teach
others	in
using
software

Intermediate:
Beginner:
Not	proficient
can	generally
needs
at	all
develop
assistance	in
linkage
developing
specifications/program
linkage
or	run
specifications/programs
software
or	running	of
without
software
assistance

Total

LinkSolv

27.78%
5

27.78%
5

22.22%
4

16.67%
3

5.56%
1

	
18

CODES2000

18.18%
4

31.82%
7

36.36%
8

4.55%
1

9.09%
2

	
22

IVEWare

47.62%
10

4.76%
1

23.81%
5

19.05%
4

4.76%
1

	
21

35	/	45

Characteristics	of	a	State	Linkage	System

SAS

13.64%
3

63.64%
14

22.73%
5

0%
0

0%
0

	
22

Microsoft
Access

17.39%
4

34.78%
8

47.83%
11

0%
0

0%
0

	
23

Microsoft
Excel

34.78%
8

43.48%
10

21.74%
5

0%
0

0%
0

	
23

Other
software	in
general

33.33%
3

33.33%
3

33.33%
3

0%
0

0%
0

	
9

to	analyze	linked	data
	

Our	state
doesn't	use
this	software
for	analysis

Expert:
assists	or
able	to	teach
others	in
using
software

Intermediate:
Beginner:
Not	proficient
can	generally
needs
at	all
develop
assistance	in
linkage
developing
specifications/program
linkage
or	run
specifications/programs
software
or	running	of
without
software
assistance

Total

LinkSolv

53.85%
7

7.69%
1

15.38%
2

15.38%
2

7.69%
1

	
13

CODES2000

53.33%
8

13.33%
2

20%
3

0%
0

13.33%
2

	
15

IVEWare

35.71%
5

14.29%
2

28.57%
4

14.29%
2

7.14%
1

	
14

0%
0

73.68%
14

26.32%
5

0%
0

0%
0

	
19

Microsoft
Access

33.33%
6

27.78%
5

38.89%
7

0%
0

0%
0

	
18

Microsoft
Excel

27.78%
5

50%
9

22.22%
4

0%
0

0%
0

	
18

40%
4

30%
3

30%
3

0%
0

0%
0

	
10

SAS

Other
software	in
general

If	you	selected	"Other	software	in	general",	please	specify	what	your	linkage/CODES	project	uses	and	their	proficiency	in	using:	Expert,	Intermediate,
Beginner,	Not	proficient	(	6	)

36	/	45

Characteristics	of	a	State	Linkage	System

Q24	For	each	of	the	following,
indicate	the	areas	in	which
linkage/CODES	project	has	received
technical	assistance	or	training:
Answered:	23	 Skipped:	2

Understanding
the	structure
and	conten...
Linkage:
using
Linksolv
Linkage:
using
CODES2000
Linkage:
using	other
linkage...
Creating
clean	usable
data	sets	...
Missing	data
imputation
Analyzing
linked,
imputed	data

0%

Yes

	
Understanding	the	structure
and	content	of	crash	data

20%

40%

60%

80%

100%

No

Yes

No

Total

59.09%
13

40.91%
9

	
22

50%
10

50%
10

	
20

Linkage:	using	CODES2000

77.27%
17

22.73%
5

	
22

Linkage:	using	other	linkage
software	(specify	the
software	package	name
below)

17.65%
3

82.35%
14

	
17

Creating	clean	usable	data
sets	for	analysis:	using
linkage	results

57.14%
12

42.86%
9

	
21

Missing	data	imputation

77.27%
17

22.73%
5

	
22

Analyzing	linked,	imputed
data

71.43%
15

28.57%
6

	
21

Linkage:	using	Linksolv

If	you	indicated	that	your	linkage/CODES	project	uses	some	"Other"	linkage	software,	specify	the	name	of	that	software	package:	(	3	)

37	/	45

Characteristics	of	a	State	Linkage	System

Q25	If	you	had	the	opportunity	for
additional	technical
assistance/training,	what	topics
would	your	linkage/CODES	project
find	important	or	relevant?
Answered:	9	 Skipped:	16

38	/	45

Characteristics	of	a	State	Linkage	System

Q26	Estimate	the	lag	time	in	months
that	it	takes	to	receive	data	from
your	state	data	partners:
Answered:	24	 Skipped:	1

Crash

Inpatient
Hospital

ED

EMS

Drivers
License

Traffic
Violation/Cit
ation

Vehicle
Registration

0%

20%

40%

60%

Our	state
3	months	or 4-6	months 7-9	months 10-12
doesn't	use less
months
this	data
source

more	than
24	months

39	/	45

80%

13-18
months

100%

19-24
months

Characteristics	of	a	State	Linkage	System

	

Our
state
doesn't
use	this
data
source

3
months
or	less

4‑6
months

7‑9
months

10‑12
months

13‑18
months

19‑24
months

more
than	24
months

Total

Crash

0%
0

12.50%
3

16.67%
4

16.67%
4

29.17%
7

4.17%
1

16.67%
4

4.17%
1

	
24

Inpatient
Hospital

0%
0

4.35%
1

17.39%
4

26.09%
6

13.04%
3

30.43%
7

4.35%
1

4.35%
1

	
23

13.04%
3

4.35%
1

13.04%
3

34.78%
8

8.70%
2

21.74%
5

4.35%
1

0%
0

	
23

EMS

25%
5

25%
5

15%
3

15%
3

10%
2

5%
1

0%
0

5%
1

	
20

Drivers
License

60%
12

25%
5

0%
0

5%
1

5%
1

5%
1

0%
0

0%
0

	
20

Traffic
78.95%
Violation/Citation
15

10.53%
2

0%
0

0%
0

5.26%
1

5.26%
1

0%
0

0%
0

	
19

5.26%
1

0%
0

0%
0

5.26%
1

5.26%
1

0%
0

0%
0

	
19

ED

Vehicle
Registration

84.21%
16

If	your	state	links	data	sets	other	than	those	listed,	specify	what	data	sets	that	includes	and	the	lag	time	in	months	it	takes	to	receive	that	data:	(	6	)

40	/	45

Characteristics	of	a	State	Linkage	System

Q27	The	next	several	questions
refer	to	aspects	of	your
linkage/CODES	project	that	may
serve	as	resources	or	barriers.
Please	indicate	the	extent	to	which
you	agree	or	disagree	with	the
following	statements.	Our
linkage/CODES	project	has...
Answered:	24	 Skipped:	1

adequate
financial
resources	...

had	at	least
1	position	in
which	the	...

provided
access	to
data	linka...

formal	or
informal
partnershi...

adequate
access	to
technical...

adequate
access	to
technical...

0%

20%

Strongly
agree

	
adequate
financial
resources	to
participate	in
data	linkage
and	analysis
efforts.

Strongly
agree
16.67%
4

Agree

40%

Disagree

Agree

60%

Strongly
disagree

Disagree
25%
6

41.67%
10

41	/	45

80%

100%

Neither
agree	nor
disagree

Strongly
disagree
12.50%
3

Neither	agree
nor	disagree
4.17%
1

Total
	
24

Characteristics	of	a	State	Linkage	System
had	at	least	1
position	in
which	the	job
description
included	work
related	to
planning,
implementing,
and/or
evaluating
data	linkage
and	analysis
efforts.

37.50%
9

37.50%
9

8.33%
2

4.17%
1

12.50%
3

	
24

provided
access	to
data	linkage
and	analysis
results
through
publications,
factsheets,
etc...

41.67%
10

37.50%
9

8.33%
2

0%
0

12.50%
3

	
24

formal	or
informal
partnerships
with	agencies
with	which
we	can
collaborate	on
data	linkage
and	analysis
efforts.

34.78%
8

60.87%
14

4.35%
1

0%
0

0%
0

	
23

adequate
access	to
technical
assistance
when	we	run
into	problems
linking	data.

29.17%
7

45.83%
11

16.67%
4

4.17%
1

4.17%
1

	
24

adequate
access	to
technical
assistance
when	we	run
into	problems
analyzing
data.

30.43%
7

43.48%
10

4.35%
1

4.35%
1

17.39%
4

	
23

42	/	45

Characteristics	of	a	State	Linkage	System

Q28	List	the	top	three	obstacles	that
might	keep	you	from	OBTAINING
data	or	data	sets	timely:
Answered:	18	 Skipped:	7

Answer	Choices

Responses

Obstacle	1:

100%

Obstacle	2:

50%

9

Obstacle	3:

22.22%

4

Total	Respondents:	18

43	/	45

18

Characteristics	of	a	State	Linkage	System

Q29	List	the	top	three	challenges
that	you	have	in	LINKING	data	for
your	linkage/CODES	project:
Answered:	20	 Skipped:	5

Answer	Choices

Responses

Challenge	1:

100%

20

Challenge	2:

50%

10

Challenge	3:

15%

3

Total	Respondents:	20

44	/	45

Characteristics	of	a	State	Linkage	System

Q30	List	the	top	three	challenges
that	you	have	in	ANALYZING	data
from	your	linkage/CODES	project.
Answered:	16	 Skipped:	9

Answer	Choices

Responses

Challenge	1:

100%

Challenge	2:

43.75%

7

Challenge	3:

18.75%

3

Total	Respondents:	16

45	/	45

16


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