GUI 13 17 descriptive

knitr::opts_chunk$set(echo = FALSE, warning = FALSE, tidy = TRUE)

conf <- load_config("../../configs/gui_data.yaml")

1 Data conversion

We convert the data from SPPS to R using our convertGUI package.

xguiDF9 <- convertGUI(conf$data_repositories$gui_9_yo, "9-yo-cols.csv", version = 2)
xguiDF13 <- convertGUI(conf$data_repositories$gui_13_yo, "13-yo-cols.csv", version = 2)
xguiDF17 <- convertGUI(conf$data_repositories$gui_17_yo, "17-yo-cols.csv", version = 2)

In wave 1 BMI was not computed directly, computation done here:

1.1 IOTF and BMI calculation for 9 years old (wave 1)

2 Survey Overiew

Total count by wave

wave	total
wave_1	8568
wave_2	7525
wave_3	6216

Split by gender

Gender_yp	n	prop	wave
male	4164	0.49	wave_1
female	4404	0.51	wave_1
male	3682	0.49	wave_2
female	3843	0.51	wave_2
male	3033	0.49	wave_3
female	3183	0.51	wave_3

## `summarise()` has grouped output by 'Gender_yp'. You can override using the
## `.groups` argument.

wave	total	diff	prop_diff
wave_1	8568	NA	NA
wave_2	7525	1043	0.1217320
wave_3	6216	1309	0.1739535

Gender_yp	diff	prop_diff	prop
male	482	0.1157541	0.2049320
male	649	0.1762629	0.2759354
female	561	0.1273842	0.2385204
female	660	0.1717408	0.2806122

3 Weighted

Total count by wave

wave	total
wave_1	8567.942
wave_2	7524.959
wave_3	6215.990

Split by gender

Gender_yp	n	prop	wave
male	4381.189	0.51	wave_1
female	4186.753	0.49	wave_1
male	3833.317	0.51	wave_2
female	3691.641	0.49	wave_2
male	3182.534	0.51	wave_3
female	3033.455	0.49	wave_3

## `summarise()` has grouped output by 'Gender_yp'. You can override using the
## `.groups` argument.

Drop off

wave	total	diff	prop_diff
wave_1	8567.942	NA	NA
wave_2	7524.959	1042.983	0.1217309
wave_3	6215.990	1308.969	0.1739503

Drop off by gender

Gender_yp	diff	prop_diff	prop
male	547.8713	0.1250508	0.2329432
male	650.7831	0.1697702	0.2766991
female	495.1116	0.1182567	0.2105109
female	658.1860	0.1782909	0.2798467

3.1 Descriptive longitudinal

## $Categorical

## 
## $Continuous

3.1.1 Summaries

.

49 Variables   6039 Observations

---

Tbrush_freq_9: C8. Study Child brush teeth at least once daily

n	missing	distinct
6039	0	3

 Value           yes       no Dontknow
 Frequency      5782      248        9
 Proportion    0.957    0.041    0.001
 

---

Tbrush_freq_13: Q34. How often do you brush your teeth?

n	missing	distinct
6039	0	7

lowest :	More than twice a day	Twice a day	Once a day	Less often than once a day	Rarely / Not at all
highest:	Once a day	Less often than once a day	Rarely / Not at all	Refusal	Missing Response

More than twice a day (641, 0.106), Twice a day (3893, 0.645), Once a day (1170, 0.194), Less often than once a day (149, 0.025), Rarely / Not at all (132, 0.022), Refusal (5, 0.001), Missing Response (49, 0.008)

---

Tbrush_freq_17: O2. How often do you brush your teeth

n	missing	distinct
6039	0	6

lowest :	More than twice a day	Twice a day	Once a day	Less often than once a day	Rarely
highest:	Twice a day	Once a day	Less often than once a day	Rarely	Don't Know

 Value           More than twice a day                Twice a day
 Frequency                        1375                       3645
 Proportion                      0.228                      0.604
                                                                 
 Value                      Once a day Less often than once a day
 Frequency                         894                         87
 Proportion                      0.148                      0.014
                                                                 
 Value                          Rarely                 Don't Know
 Frequency                          33                          5
 Proportion                      0.005                      0.001
 

---

Exos_PCG_report_13: B20. Has child ever had?: (b) Any permanent/secondary teeth pulled?

n	missing	distinct
6039	0	4

 Value                   yes               no       Don't Know Missing Response
 Frequency               998             5029               11                1
 Proportion            0.165            0.833            0.002            0.000
 

---

Exos_PCG_report_17: B9. How many permanent teeth YP has had extracted

n	missing	distinct
6039	0	6

lowest :	None	One	Two	Three or more	Don't Know
highest:	One	Two	Three or more	Don't Know	Missing Response

 Value                  None              One              Two    Three or more
 Frequency              4680              536              408              337
 Proportion            0.775            0.089            0.068            0.056
                                             
 Value            Don't Know Missing Response
 Frequency                32               46
 Proportion            0.005            0.008
 

---

Dent_visit_freq_9: C9. Study Childs frequency of dental visits

n	missing	distinct
6039	0	6

lowest :	At least once a year	Once every two years	Once every three years	Only when there is a problem	Never/almost never
highest:	Once every two years	Once every three years	Only when there is a problem	Never/almost never	Dontknow

At least once a year (3881, 0.643), Once every two years (1246, 0.206), Once every three years (170, 0.028), Only when there is a problem (600, 0.099), Never/almost never (134, 0.022), Dontknow (8, 0.001)

---

Dent_visit_freq_13: B19. Which of the following best describes how regularly child visits the dentist?

n	missing	distinct
6039	0	7

lowest :	At least once a year	Once every two years	Once every three years	Only when there is a problem	Never/almost never
highest:	Once every three years	Only when there is a problem	Never/almost never	Don't Know	Missing Response

At least once a year (4157, 0.688), Once every two years (1021, 0.169), Once every three years (139, 0.023), Only when there is a problem (675, 0.112), Never/almost never (45, 0.007), Don't Know (1, 0.000), Missing Response (1, 0.000)

---

Dent_visit_freq_17: O3. How often visits the dentist

n	missing	distinct
6039	0	6

lowest :	At least once a year	Once every two years	Once every three years	Only when there is a problem	Never/almost never
highest:	Once every two years	Once every three years	Only when there is a problem	Never/almost never	Don't Know

At least once a year (3257, 0.539), Once every two years (788, 0.130), Once every three years (196, 0.032), Only when there is a problem (1548, 0.256), Never/almost never (244, 0.040), Don't Know (6, 0.001)

---

weighting_factor: Weighting Factor - 17yr – Full sample (9yr & 17yr) Format:F8.2

n	missing	distinct	Info	Mean	Gmd	.05	.10	.25	.50	.75	.90	.95
6039	0	5978	1	0.9969	0.8432	0.2364	0.2917	0.4342	0.6978	1.2030	2.0532	2.9451

lowest :	0.1271185	0.1340005	0.1342876	0.1354338	0.1363615
highest:	4.9023850	4.9122514	4.9126212	4.9287097	4.9413613

---

Gender_yp: Gender P2

n	missing	distinct
6039	0	2

 Value        male female
 Frequency    2947   3092
 Proportion  0.488  0.512
 

---

BMI_class_IOTF_9

n	missing	distinct
6039	0	4

 Value      Missing Response   Non-overweight       Overweight            Obese
 Frequency               282             4205             1144              408
 Proportion            0.047            0.696            0.189            0.068
 

---

BMI_9

n	missing	distinct	Info	Mean	Gmd	.05	.10	.25	.50	.75	.90	.95
5757	282	731	1	17.76	3.15	14.11	14.70	15.75	17.10	19.23	21.82	23.59

lowest : 10.60957 10.71429 10.93936 11.18866 11.38657 , highest: 29.56195 29.93069 31.74426 36.28057 37.07076

---

BMI_13: Child's BMI - derived from measured data Format:F8.2

n	missing	distinct	Info	Mean	Gmd	.05	.10	.25	.50	.75	.90	.95
5892	147	50	0.997	20.58	3.913	16.0	16.5	18.0	20.0	22.5	25.5	28.0

lowest : 12.5 13.0 13.5 14.0 14.5 , highest: 35.0 35.5 36.0 36.5 37.5

---

BMI_class_IOTF_13: Study Childs IOTF BMI classification at 13 - derived from measured data

n	missing	distinct
6039	0	4

 Value        Non-overweight       Overweight            Obese Missing Response
 Frequency              4461             1141              290              147
 Proportion            0.739            0.189            0.048            0.024
 

---

BMI_17: Young Person's BMI at age 17/18 Format:F8.2

n	missing	distinct	Info	Mean	Gmd	.05	.10	.25	.50	.75	.90	.95
5880	159	27	0.991	22.93	3.996	18	19	20	22	25	28	30

lowest : 15 16 17 18 19 , highest: 37 38 39 40 42

---

BMI_class_IOTF_17: Young Person's BMI status at Wave 3

n	missing	distinct
6039	0	4

 Value      Healthy weight     Overweight          Obese     don't know
 Frequency            4441           1091            348            159
 Proportion          0.735          0.181          0.058          0.026
 

---

Braces_worn_ever_17: O5. Ever worn braces

n	missing	distinct
6039	0	3

 Value             Yes         No Don't Know
 Frequency        2252       3782          5
 Proportion      0.373      0.626      0.001
 

---

Oral_health_self_rated_17: O1. How would you rate your oral health

n	missing	distinct
6039	0	6

lowest :	Excellent	Very good	Good	Fair	Poor
highest:	Very good	Good	Fair	Poor	Don't Know

 Value       Excellent  Very good       Good       Fair       Poor Don't Know
 Frequency        1345       2757       1524        373         35          5
 Proportion      0.223      0.457      0.252      0.062      0.006      0.001
 

---

Dentist_care_not_accessible_13: B22b. Main reason - The necessary medical care wasn’t available or accessible to you

n	missing	distinct
6039	0	3

 Value                   yes               no Missing Response
 Frequency                22               76             5941
 Proportion            0.004            0.013            0.984
 

---

Dentist_needed_didnt_avail_9: C6. Last 12mths, didnt receive dental care that was needed

n	missing	distinct
6039	0	2

 Value        yes    no
 Frequency    297  5742
 Proportion 0.049 0.951
 

---

Dentist_needed_didnt_avail_13: B21. Was there any time during the past 12 months when child really needed to consult a dentist but did not?

n	missing	distinct
6039	0	4

 Value      Yes, there was at least one occasion       No, there was no such occasion
 Frequency                                    98                                 5871
 Proportion                                0.016                                0.972
                                                                                     
 Value                                Don't Know                     Missing Response
 Frequency                                    69                                    1
 Proportion                                0.011                                0.000
 

---

Fills_PCG_report_13: B20. Has child ever had?: (a) Any permanent/secondary teeth filled?

n	missing	distinct
6039	0	4

 Value                   yes               no       Don't Know Missing Response
 Frequency              2277             3751               10                1
 Proportion            0.377            0.621            0.002            0.000
 

---

Fills_PCG_report_17: B8. How many permanent teeth YP has had filled

n	missing	distinct
6039	0	6

lowest :	None	One	Two	Three or more	Don't Know
highest:	One	Two	Three or more	Don't Know	Missing Response

 Value                  None              One              Two    Three or more
 Frequency              3151              889              961              891
 Proportion            0.522            0.147            0.159            0.148
                                             
 Value            Don't Know Missing Response
 Frequency               101               46
 Proportion            0.017            0.008
 

---

Child_global_health_9: B10. Study Childs health past year

n	missing	distinct
6039	0	3

 Value                     Very healthy, no problems
 Frequency                                      4513
 Proportion                                    0.747
                                                    
 Value             Healthy, but a few minor problems
 Frequency                                      1455
 Proportion                                    0.241
                                                    
 Value      Sometimes quite ill/Almost always unwell
 Frequency                                        71
 Proportion                                    0.012
 

---

Child_global_health_13: B1. In general, how would you describe childs health in the past year?

n	missing	distinct
6039	0	4

Very healthy, no problems (4687, 0.776), Healthy, but a few minor problems (1275, 0.211), Sometimes quite ill / Almost always unwell (76, 0.013), Missing Response (1, 0.000)

---

Child_global_health_17: A1. How would you say your current health is in general

n	missing	distinct
6039	0	5

lowest :	Excellent	Very good	Good	Not good	Missing Response
highest:	Excellent	Very good	Good	Not good	Missing Response

 Value             Excellent        Very good             Good         Not good
 Frequency              1952             2421             1283              337
 Proportion            0.323            0.401            0.212            0.056
                            
 Value      Missing Response
 Frequency                46
 Proportion            0.008
 

---

Illness_disability_9: B11. On-going chronic illness etc.

n	missing	distinct
6039	0	2

 Value        yes    no
 Frequency    593  5446
 Proportion 0.098 0.902
 

---

Illness_disability_13: B2. Does child have any on-going chronic physical or mental health problem, illness or disability?

n	missing	distinct
6039	0	4

 Value                   yes               no       Don't Know Missing Response
 Frequency               594             5443                1                1
 Proportion            0.098            0.901            0.000            0.000
 

---

Illness_disability_17: A2. Have you any on-going chronic physical or mental health problem, illness or disability

n	missing	distinct
6039	0	4

 Value                   Yes               No       Don't Know Missing Response
 Frequency              1029             4963                1               46
 Proportion            0.170            0.822            0.000            0.008
 

---

Soft_drinks_not_diet_9: D1q. Soft drinks / minerals / cordial / squash (not diet)

n	missing	distinct
6039	0	4

 Value                once more than once     Not at all       Dontknow
 Frequency            1652           1269           3111              7
 Proportion          0.274          0.210          0.515          0.001
 

---

Soft_drinks_not_diet_13: Q33M. Fizzy drinks / minerals / cordial / squash (not diet)

n	missing	distinct
6039	0	6

lowest :	Once	More than once	Not at all	Refusal	Don't Know
highest:	More than once	Not at all	Refusal	Don't Know	Missing Response

 Value                  Once   More than once       Not at all          Refusal
 Frequency              1652              916             3405                5
 Proportion            0.274            0.152            0.564            0.001
                                             
 Value            Don't Know Missing Response
 Frequency                12               49
 Proportion            0.002            0.008
 

---

Soft_drinks_not_diet_17: N1q. How often had in the last 24hrs - Soft drinks / minerals / cordial / squash (not diet)

n	missing	distinct
6039	0	5

lowest :	Once	More than once	Not at all	Don't Know	Missing Response
highest:	Once	More than once	Not at all	Don't Know	Missing Response

 Value                  Once   More than once       Not at all       Don't Know
 Frequency              1318              811             3904                5
 Proportion            0.218            0.134            0.646            0.001
                            
 Value      Missing Response
 Frequency                 1
 Proportion            0.000
 

---

Fruit_juice_9: D1b. Fruit juice

n	missing	distinct
6039	0	4

 Value                once more than once     Not at all       Dontknow
 Frequency            2409           2194           1434              2
 Proportion          0.399          0.363          0.237          0.000
 

---

Fruit_juice_17: N1b. How often had in the last 24hrs - Fruit juice

n	missing	distinct
6039	0	5

lowest :	Once	More than once	Not at all	Don't Know	Missing Response
highest:	Once	More than once	Not at all	Don't Know	Missing Response

 Value                  Once   More than once       Not at all       Don't Know
 Frequency              1773             1146             3114                5
 Proportion            0.294            0.190            0.516            0.001
                            
 Value      Missing Response
 Frequency                 1
 Proportion            0.000
 

---

Biscs_donut_cake_chocolate_9: D1m. Biscuits, doughnuts, cake, pie or chocolate

n	missing	distinct
6039	0	4

 Value                once more than once     Not at all       Dontknow
 Frequency            2900           1651           1484              4
 Proportion          0.480          0.273          0.246          0.001
 

---

Biscs_donut_cake_chocolate_13: Q33G. Biscuits, doughnuts, cake, pie or chocolate

n	missing	distinct
6039	0	6

lowest :	Once	More than once	Not at all	Refusal	Don't Know
highest:	More than once	Not at all	Refusal	Don't Know	Missing Response

 Value                  Once   More than once       Not at all          Refusal
 Frequency              3035             1136             1807                5
 Proportion            0.503            0.188            0.299            0.001
                                             
 Value            Don't Know Missing Response
 Frequency                 7               49
 Proportion            0.001            0.008
 

---

Biscs_donut_cake_chocolate_17: N1m. How often had in the last 24hrs - Biscuits, doughnuts, cake, pie or chocolate

n	missing	distinct
6039	0	5

lowest :	Once	More than once	Not at all	Don't Know	Missing Response
highest:	Once	More than once	Not at all	Don't Know	Missing Response

 Value                  Once   More than once       Not at all       Don't Know
 Frequency              2427             1400             2206                5
 Proportion            0.402            0.232            0.365            0.001
                            
 Value      Missing Response
 Frequency                 1
 Proportion            0.000
 

---

Family_social_class_9: hsd class

n	missing	distinct
6039	0	9

lowest :	Professional Managers	Managerial and Technical	Non-manual	Skilled manual	Semi-skilled
highest:	Semi-skilled	Unskilled	Validly no social class	Mum & Dad not resident	Missing Response

---

Family_social_class_13: Family's social class - Wave 2

n	missing	distinct
6039	0	8

lowest :	Professional workers	Managerial and technical	Non-manual	Skilled manual	Semi-skilled
highest:	Skilled manual	Semi-skilled	Unskilled	All others gainfully occupied and unknown	Validly no social class

---

Family_social_class_17: Family's social class - Wave 3

n	missing	distinct
6039	0	8

lowest :	Professional workers	Managerial and technical	Non-manual	Skilled manual	Semi-skilled
highest:	Skilled manual	Semi-skilled	Unskilled	All others gainfully occupied and unknown	Validly no social class

---

Equiv_hh_income_9: Equivalised Household Annual Income Format:F8.2

n	missing	distinct	Info	Mean	Gmd	.05	.10	.25	.50	.75	.90	.95
5613	426	1867	1	21924	12425	8372	10345	13960	19138	25862	34912	42178

lowest :	503.7783	503.7783	671.1409	1204.8193	2268.4310
highest:	172413.7931	181034.4828	188679.2453	215517.2414	223115.5779

---

Equiv_hh_income_13

n	missing	distinct	Info	Mean	Gmd	.05	.10	.25	.50	.75	.90	.95
5610	429	54	0.998	17986	10014	7000	8000	11000	16000	22000	30000	36000

lowest : 5000 6000 7000 8000 9000 , highest: 56000 57000 58000 59000 60000

---

Equiv_hh_income_17

n	missing	distinct	Info	Mean	Gmd	.05	.10	.25	.50	.75	.90	.95
5429	610	52	0.998	16604	9409	6000	7000	10000	15000	20000	27000	34000

lowest : 5000 6000 7000 8000 9000 , highest: 54000 55000 56000 57000 60000

---

Ortho_treatment_ever_17: O4. Ever had orthodontic treatment

n	missing	distinct
6039	0	3

 Value             Yes         No Don't Know
 Frequency        2525       3507          7
 Proportion      0.418      0.581      0.001
 

---

Ethnicity_13: Q45A. Ethnicity / race / nationality / skin colour

n	missing	distinct
6039	0	4

 Value                     1                8                9 Missing Response
 Frequency                32                1                2             6004
 Proportion            0.005            0.000            0.000            0.994
 

---

Sweets_13: Q33H. Sweets

n	missing	distinct
6039	0	6

lowest :	Once	More than once	Not at all	Refusal	Don't Know
highest:	More than once	Not at all	Refusal	Don't Know	Missing Response

 Value                  Once   More than once       Not at all          Refusal
 Frequency              2657             1082             2236                6
 Proportion            0.440            0.179            0.370            0.001
                                             
 Value            Don't Know Missing Response
 Frequency                 9               49
 Proportion            0.001            0.008
 

---

BMI_class_PCG_13: Primary Caregiver's BMI classification- derived from measured data

n	missing	distinct
6039	0	5

lowest :	underweight	healthy	overweight	obese	Missing Response
highest:	underweight	healthy	overweight	obese	Missing Response

 Value           underweight          healthy       overweight            obese
 Frequency                37             2422             2024             1213
 Proportion            0.006            0.401            0.335            0.201
                            
 Value      Missing Response
 Frequency               343
 Proportion            0.057
 

---

BMI_class_PCG_17: Primary Caregiver's BMI classification- derived from measured data

n	missing	distinct
6039	0	4

 Value        Healthy weight       Overweight            Obese Missing Response
 Frequency              2086             2110             1359              484
 Proportion            0.345            0.349            0.225            0.080
 

---

BMI_class_PCG_9: Primary Caregiver's BMI classification- derived from measured data

n	missing	distinct
6039	0	5

lowest :	underweight	healthy	overweight	obese	Missing Response
highest:	underweight	healthy	overweight	obese	Missing Response

 Value           underweight          healthy       overweight            obese
 Frequency                55             2735             1794              964
 Proportion            0.009            0.453            0.297            0.160
                            
 Value      Missing Response
 Frequency               491
 Proportion            0.081
 

---

4 Before remapping

## Note: Using an external vector in selections is ambiguous.
## ℹ Use `all_of(dentvarsFactors)` instead of `dentvarsFactors` to silence this message.
## ℹ See <https://tidyselect.r-lib.org/reference/faq-external-vector.html>.
## This message is displayed once per session.
## `summarise()` has grouped output by 'wave', 'variable_group'. You can override using the `.groups` argument.

	1	2	3
Don’t Know	0	5	6
Dontknow	2	0	0
Missing Response	0	67	0
more than once	1638	0	0
More than once	0	1174	1380
Not at all	1576	1807	2253
once	2804	0	0
Once	0	2962	2380
Refusal	0	4	0

	1	2	3
don’t know	0	0	182
Healthy weight	0	0	4251
Missing Response	330	180	0
Non-overweight	4005	4258	0
Obese	502	363	431
Overweight	1183	1219	1157

	1	2	3
healthy	2553	2272	0
Healthy weight	0	0	1993
Missing Response	531	353	529
obese	1096	1340	0
Obese	0	0	1477
overweight	1787	2023	0
Overweight	0	0	2021
underweight	54	32	0

	1	2	3
Don’t Know	0	0	6
No	0	0	3993
Yes	0	0	2021

	1	2	3
Excellent	0	0	1764
Good	0	0	1417
Healthy, but a few minor problems	1546	1361	0
Missing Response	0	1	74
Not good	0	0	394
Sometimes quite ill / Almost always unwell	0	84	0
Sometimes quite ill/Almost always unwell	85	0	0
Very good	0	0	2371
Very healthy, no problems	4389	4575	0

	1	2	3
At least once a year	3747	4049	3092
Don’t Know	0	2	7
Dontknow	8	0	0
Missing Response	0	1	0
Never/almost never	144	53	270
Once every three years	167	140	215
Once every two years	1281	1002	749
Only when there is a problem	674	774	1687

	1	2	3
Missing Response	0	5910	0
no	0	84	0
yes	0	26	0

	1	2	3
Don’t Know	0	87	0
Missing Response	0	1	0
no	5694	0	0
No, there was no such occasion	0	5823	0
yes	326	0	0
Yes, there was at least one occasion	0	110	0

	1	2	3
1	0	35	0
8	0	5	0
9	0	1	0
Missing Response	0	5979	0

	1	2	3
Don’t Know	0	12	43
Missing Response	0	1	74
no	0	4913	0
None	0	0	4559
One	0	0	585
Three or more	0	0	331
Two	0	0	429
yes	0	1094	0

	1	2	3
All others gainfully occupied and unknown	0	9	35
Managerial and technical	0	2055	1858
Managerial and Technical	2043	0	0
Missing Response	4	0	0
Mum & Dad not resident	94	0	0
Non-manual	1150	1135	1188
Professional Managers	531	0	0
Professional workers	0	679	578
Semi-skilled	552	624	671
Skilled manual	1009	877	648
Unskilled	103	99	111
Validly no social class	534	542	932

	1	2	3
Don’t Know	0	11	106
Missing Response	0	1	74
no	0	3616	0
None	0	0	2974
One	0	0	879
Three or more	0	0	967
Two	0	0	1020
yes	0	2393	0

	1	2	3
Don’t Know	0	0	6
Dontknow	1	0	0
Missing Response	0	0	0
more than once	2191	0	0
More than once	0	0	1207
Not at all	1507	0	3088
once	2321	0	0
Once	0	0	1719

	1	2	3
Don’t Know	0	1	0
Missing Response	0	1	74
no	5355	5385	0
No	0	0	4860
yes	665	633	0
Yes	0	0	1086

	1	2	3
Don’t Know	0	0	6
Excellent	0	0	1233
Fair	0	0	406
Good	0	0	1658
Poor	0	0	36
Very good	0	0	2680

	1	2	3
Don’t Know	0	0	9
No	0	0	3716
Yes	0	0	2295

	1	2	3
Don’t Know	0	11	6
Dontknow	4	0	0
Missing Response	0	67	0
more than once	1419	0	0
More than once	0	1060	907
Not at all	2921	3177	3680
once	1676	0	0
Once	0	1700	1427
Refusal	0	4	0

	1	2	3
Don’t Know	0	7	0
Missing Response	0	67	0
More than once	0	1152	0
Not at all	0	2147	0
Once	0	2642	0
Refusal	0	5	0

	1	2	3
Don’t Know	0	0	6
Dontknow	6	0	0
Less often than once a day	0	146	100
Missing Response	0	67	0
More than twice a day	0	673	1319
no	340	0	0
Once a day	0	1255	1010
Rarely	0	0	47
Rarely / Not at all	0	178	0
Refusal	0	4	0
Twice a day	0	3697	3538
yes	5674	0	0

5 Remapping

## Rows: 101 Columns: 4
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): name, value, remap
## dbl (1): levels_ordered
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

## hash-2.2.6.2 provided by Decision Patterns

## `summarise()` has grouped output by 'name'. You can override using the
## `.groups` argument.

## `summarise()` has grouped output by 'wave', 'variable_group'. You can override
## using the `.groups` argument.

	1	2	3
Don’t Know	0	5	6
Dontknow	2	0	0
Missing Response	0	67	0
more than once	1638	0	0
More than once	0	1174	1380
Not at all	1576	1807	2253
once	2804	0	0
Once	0	2962	2380
Refusal	0	4	0

	1	2	3
Missing Response	330	180	182
Non-overweight	4005	4258	4251
Obese	502	363	431
Overweight	1183	1219	1157

	1	2	3
Healthy weight	2553	2272	1993
Obese	1096	1340	1477
Overweight	1787	2023	2021
Underweight	54	32	0

	1	2	3
Don’t know	0	0	6
No	0	0	3993
Yes	0	0	2021

	1	2	3
Excellent	0	0	1764
Good	0	0	1417
Healthy, but a few minor problems	1546	1361	0
Missing Response	0	1	74
Not good	0	0	394
Sometimes quite ill / Almost always unwell	0	84	0
Sometimes quite ill/Almost always unwell	85	0	0
Very good	0	0	2371
Very healthy, no problems	4389	4575	0

	1	2	3
At least once a year	3747	4049	3092
Don’t know	8	2	7
Never/almost never	144	53	270
Once every three years	167	140	215
Once every two years	1281	1002	749
Only when there is a problem	674	774	1687

	1	2	3
No	0	84	0
Yes	0	26	0

	1	2	3
Don’t know	0	87	0
No no occasion	5694	5823	0
Yes at least once	326	110	0

	1	2	3
1	0	35	0
8	0	5	0
9	0	1	0
Missing Response	0	5979	0

	1	2	3
Don’t know	0	12	43
No	0	4913	0
None	0	0	4559
One	0	0	585
Three or more	0	0	331
Two	0	0	429
Yes	0	1094	0

	1	2	3
All others gainfully occupied and unknown	0	9	35
Managerial and technical	0	2055	1858
Managerial and Technical	2043	0	0
Missing Response	4	0	0
Mum & Dad not resident	94	0	0
Non-manual	1150	1135	1188
Professional Managers	531	0	0
Professional workers	0	679	578
Semi-skilled	552	624	671
Skilled manual	1009	877	648
Unskilled	103	99	111
Validly no social class	534	542	932

	1	2	3
Don’t know	0	11	106
No	0	3616	2974
One	0	0	879
Three or more	0	0	967
Two	0	0	1020
Yes	0	2393	0

	1	2	3
Don’t Know	0	0	6
Dontknow	1	0	0
Missing Response	0	0	0
more than once	2191	0	0
More than once	0	0	1207
Not at all	1507	0	3088
once	2321	0	0
Once	0	0	1719

	1	2	3
Don’t Know	0	1	0
Missing Response	0	1	74
no	5355	5385	0
No	0	0	4860
yes	665	633	0
Yes	0	0	1086

	1	2	3
Don’t know	0	0	6
Excellent	0	0	1233
Fair	0	0	406
Good	0	0	1658
Poor	0	0	36
Very good	0	0	2680

	1	2	3
Don’t Know	0	0	9
No	0	0	3716
Yes	0	0	2295

	1	2	3
Don’t Know	4	11	6
Missing Response	0	67	0
More than once	1419	1060	907
Not at all	2921	3177	3680
Once	1676	1700	1427
Refusal	0	4	0

	1	2	3
Don’t Know	0	7	0
Missing Response	0	67	0
More than once	0	1152	0
Not at all	0	2147	0
Once	0	2642	0
Refusal	0	5	0

	1	2	3
At least once a day	5674	0	0
Don’t know	6	4	6
Less often than once a day	340	146	100
Missing Response	0	67	0
More than twice a day	0	673	1319
Once a day	0	1255	1010
Rarely not at all	0	178	47
Twice a day	0	3697	3538

id	Gender_yp	variable	value	wave
1	Male	Tbrush_freq_9	At least once a day	9
2	Male	Tbrush_freq_9	At least once a day	9
3	Male	Tbrush_freq_9	At least once a day	9
4	Male	Tbrush_freq_9	At least once a day	9
5	Male	Tbrush_freq_9	At least once a day	9
6	Male	Tbrush_freq_9	At least once a day	9
7	Male	Tbrush_freq_9	At least once a day	9
8	Male	Tbrush_freq_9	At least once a day	9
9	Male	Tbrush_freq_9	At least once a day	9
10	Male	Tbrush_freq_9	Less often than once a day	9

gender	variable	value	wave	sociodem_famsocial	n
Male	Tbrush_freq_9	At least once a day	9	Managerial and Technical	1164
Male	Tbrush_freq_9	At least once a day	9	Missing Response	1
Male	Tbrush_freq_9	At least once a day	9	Mum & Dad not resident	8
Male	Tbrush_freq_9	At least once a day	9	Non-manual	540
Male	Tbrush_freq_9	At least once a day	9	Professional Managers	474
Male	Tbrush_freq_9	At least once a day	9	Semi-skilled	159
Male	Tbrush_freq_9	At least once a day	9	Skilled manual	337
Male	Tbrush_freq_9	At least once a day	9	Unskilled	28
Male	Tbrush_freq_9	At least once a day	9	Validly no social class	93
Male	Tbrush_freq_9	Don’t know	9	Managerial and Technical	3

wave	sociodem_famsocial	variable	value	gender	n	total	ratio
9	Managerial and Technical	Tbrush_freq_9	At least once a day	Male	1164	6039	0.1927471
9	Missing Response	Tbrush_freq_9	At least once a day	Male	1	6039	0.0001656
9	Mum & Dad not resident	Tbrush_freq_9	At least once a day	Male	8	6039	0.0013247
9	Non-manual	Tbrush_freq_9	At least once a day	Male	540	6039	0.0894188
9	Professional Managers	Tbrush_freq_9	At least once a day	Male	474	6039	0.0784898
9	Semi-skilled	Tbrush_freq_9	At least once a day	Male	159	6039	0.0263289
9	Skilled manual	Tbrush_freq_9	At least once a day	Male	337	6039	0.0558039
9	Unskilled	Tbrush_freq_9	At least once a day	Male	28	6039	0.0046365
9	Validly no social class	Tbrush_freq_9	At least once a day	Male	93	6039	0.0153999
9	Managerial and Technical	Tbrush_freq_9	Don’t know	Male	3	6039	0.0004968