educational_attainment

Educational Attainment

An educational attainment score (educational_attainment_adu_c_1 or EA) of 'low', 'middle' or 'high' was calculated for all adult Lifelines participants who provided an answer to the highest obtained degree questions in 1A Questionnaire 1 and 2A Questionnaire 1 (i.e. variables degree_highest_adu_q_1/_a or EDUCATION & EDUCOTHER) (section: secondary & linked variables).
The coding procedures are described below.

Step 1

Participants who provided one of the pre-defined answers were recoded as follows:

Table 1: Predefined answers to degree_highest_adu_q_1 (EDUCATION) English translation EA Score
1 = geen opleiding (lager onderwijs niet afgemaakt) no education (did not finish primary school) low
2 = lager onderwijs (basisonderwijs, speciaal basisonderwijs) primary education (primary school, special needs primary school) low
3 = lager of voorbereidend beroepsonderwijs (zoals lts, leao, lhno, vmbo) lower or preparatory secondary vocational education (such as lts, leao, lhno, vmbo)l low
4 = middelbaar algemeen voortgezet onderwijs (zoals mavo, (m)ulo, mb)-kort, vmbo-t) junior general secondary education (such as mavo, (m)ulo, mbo-short, vmbo-t) low
5 = middelbaar beroepsonderwijs of beroepsbegeleidend onderwijs (zoals mbo-lang, mts, meao, bol, bbl, inas) secondary vocational education or work-based learning pathway (such as mbo-long, mts, meao, bol, bbl, inas) middle
6 = hoger algemeen en voorbereidend wetenschappelijk onderwijs (zoals havo, vwo, atheneum, gymnasium, hbs, mms) senior general secondary education, pre-university secondary education (such as havo, vwo, atheneum, gymnasium, hbs, mms) middle
7 = hoger beroepsonderwijs (zoals hbo, hts, heao, kandidaats wetenschappelijk onderwijs) higher vocational education (such as hbo, hts, heao, 'kandidaats' university education (e.g. bachelor) high
8 = wetenschappelijk onderwijs (universiteit) university education high
9 = anders, nl. other: see step 2

Step 2

Participants who chose answer 9 ('other', n = ~4,300) were scored according to the specifications they provided in degree_highest_adu_q_1_a (EDUCOTHER).
These specifications were manually checked for certain educational terms, which could fall into one of three groups:

  1. educational terms with only one possible interpretation (table 2)
  2. educational terms with two possible interpretations (table 3)
  3. educational terms with no (or too many) possible interpretations (table 4)
Table 2: Educational term with one possible interpretation EA score
1E GRAAD DOCENT High
2E GRAAD DOCENT High
3 JAAR HBS Low
ASSISTENT HOVENIER/VERZORGENDE/VOEDING Low
BACHELOR HBO High
BACHELOR UNIVERSITEIT High
BEJAARDENVERZORGING Middle
BIJZONDER ONDERWIJS Low
CHAUFFEURSOPLEIDING Low
CONSERVATORIUM High
COUPEUSE, NAAISTER, KOSTUUMNAAISTER Low
GEPROMOVEERD High
GEZINSVERZORGING Middle
HBO High
HBO+ High
HBO + MASTER High
HBO-PROPEDEUSE Middle
HELPENDE Low
HUISHOUDSCHOOL Low
IHNO Low
IN SERVICE OPLEIDING VERPLEEGKUNDE (A/B, MET/ZONDER AANTEKENINGEN, ZONDER SPECIALISATIE) Middle
INAS Middle
INTAS Middle
ITO Low
IVBO Low
KAPPERSOPLEIDING Low
KAPPERSOPLEIDING VIER JAAR Middle
KAPPERSVAKSCHOOL Middle
KLEUTERKWEEKSCHOOL Middle
KLOS Middle
K-MBO Low
KORT MBO Low
KRAAMVERZORGING Middle
KUNSTACADEMIE High
KVJV Middle
LAGERE LANDBOUWSCHOOL Low
LAGERE SCHOOL Low
LANDBOUW-HUISHOUDSCHOOL Low
LBO Low
LEAO Low
LHNO Low
LTS Low
MASTER High
MAVO Low
MBO+ or MBO++ Middle
MBO-1 Low
MBO-2 Low
MBO-3 Middle
MBO-4 Middle
MBO-kort Low
MBO-lang Middle
MHNO Middle
MLK Low
MMS Middle
MULO Low
OPLEIDING TOT KLEUTERLEIDSTER Middle
PABO High
PHD High
POST-ACADEMISCH High
POST-DOCTORAAL High
POST-HBO High
PRAKTIJKONDERWIJS Low
SPECIAAL ONDERWIJS Low
SPW NIVEAU 3 OR 4 Middle
ULO Low
VAPRO A Low
VAPRO B OR C Middle
VBO Low
VERPLEEGKUNDIGE (A/B, MET/ZONDER AANTEKENINGEN, ZONDER SPECIALISATIE) Middle
VGLO Low
VHBO Low
VMBO Low
VOORTGEZET SPECIAAL ONDERWIJS Low
VORMINGSKLAS Low
ZMLK Low
Table 3: Educational term with two possible interpretations low middle high
ASSOCIATE DEGREE (1) x x
DIRECTIESECRETARESSE x x
HOGERE (ZEEVAART / LANDBOUW ETC ) SCHOOL x x
IN SERVICE OPLEIDING VERPLEEGKUNDE (A/B, MET/ZONDER AANTEKENINGEN, MET SPECIALISATIE) x x
KORT-HBO (1) x x
KWEEKSCHOOL x x
LERARENOPLEIDING x x
MBA (2) x x
MBO (WITHOUT SPECIFICATION) x x
MDGO (WITHOUT SPECIFICATION) (3) x x
MEAO x x
MIDDELBARE (LANDBOUW/TUINBOUW ETC) SCHOOL x x
O.V.B. (ORIENTATIE VERZORGENDE BEROEPEN) x x
SECRETARESSE x x
VERPLEEGKUNDIGE (A/B, MET/ZONDER AANTEKENINGEN, MET SPECIALISATIE) x x
WO-PROPEDEUSE (4) x x
  • (1) new degree issued by HBO (EA=high) but at level of MBO+ (EA=middle)
  • (2) refers to either moderne bedrijfsadministratie (EA=middle) or master of business administration (EA=high)
  • (3) exception: MDGO-AW and MDGO-VZ-LANG can be interpreted as (EA=middle)
  • (4) WO entry requires having completed either VWO (EA=middle) or HBO (EA=high)
Table 4: educational terms with no possible EA score EA Score
AVONDSCHOOL NA
BEROEPSOPLEIDING NA
BEROEPSCURSUS NA
DETAILHANDELSCHOOL NA
HANDELSAVONDSCHOOL NA
IN SERVICE OPLEIDING NA
LANDBOUWSCHOOL NA
TUINBOUWSCHOOL NA
VAKSCHOOL / VAKOPLEIDING NA

Step 3

Participants with highest degree 'other' were assigned a final EA score based on their full responses according to the following validation rules:

If EDUCOTHER: Then EA =
… contains no interpretable response NA
… conveys that participant is currently studying (“nog bezig”, “nog niet af”, “momenteel mee bezig”, “ik zit nu op het VWO”, etc.) NA
… indicates education in foreign country (“HAVO in China”, “opgegroeid in Zwitserland en daar naar school geweest, “lagere school in Turkije”) NA
… indicates performing at a certain level of education without formally achieving this level (“gelijkwaardig aan HBO”, “avondschool op HBO-niveau”) NA
… indicates level of education higher than the highest level (“gepromoveerd”, “post-HBO”) high
… mentions a low level of education and conveys that participant did not complete this level (“deelcertificaten”,“niet afgemaakt”, “1 jaar ULO gedaan”) low
… mentions a middle level of education and conveys that participant did not complete this level low
… mentions a high level of education and conveys that participant did not complete this level NA
… contains multiple responses in group 1 (interpretable) indicating different levels (“HAVO + HBO”, “Kleuterkweekschool, daarna SPH gehaald”) AND no responses in group 2 (dubious) AND no responses in group 3 (NA) (exception: the word “cursus” without any specification is to be ignored) choose highest level
… contains one or multiple responses in group 1 (interpretable) indicating EA=low AND one or more responses in group 2 (dubious) AND/OR one or more responses in group 3 (NA) NA
… contains one or multiple responses in group 1 (interpretable) indicating EA=middle AND one or more responses in group 2 (dubious) pointing to either EA=low or EA=middle AND no responses in group 3 (NA) middle
… contains one or multiple responses in group 1 (interpretable) indicating EA=middle AND one or more responses in group 2 (dubious) pointing to either EA=low, EA=middle or EA=high AND/OR one or more responses in group 3 (NA) NA
… contains one or multiple responses in group 1 (interpretable) indicating EA=high AND one or more responses in group 2 (dubious) AND/OR one or more responses in group 3 (NA) high
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educational_attainment.txt · Last modified: 2021/02/10 17:28 by trynke