Skip to main content

An IERI – International Educational Research Institute Journal

Table 1 Two-form design for PISA 2006 simulation study based on Adams et al. (2013)

From: On imputation for planned missing data in context questionnaires using plausible values: a comparison of three designs

Questionnaire form 1

Questionnaire form 2

Common block

Scale name

Scale description

  

 PROGN

Country study program

  

 GRADE

Grade

  

 AGE

Age of the student

  

 GENDER

Gender

  

 BMMJ

Occupation of mother

  

 BFMJ

Occupation of father

  

 BSMJ

Occupation of self at 30

  

 MISCEDN

Educational level of mother

  

 FISCED

Educational level of father

  

 IMMIG

Immigration status

  

 LANG

Language at home

  

 DEFFORT

Difference in effort

  

 CULTPOSS

Classic literature, books of poetry, works of art

  

 HEDRES

Study desk, quiet place to study, computer for school work, educational software, own calculator, books to help with school work, dictionary

  

 WEALTH

Own room, internet link, dishwasher, DVD/VCR, three country-specific wealth items, number of cellphones, TVs, computers, cars

  

Block 1

Block 2

Scale name

Scale description

Scale name

Scale description

 CARINFO

Student information on science-related careers

ENVOPT

Environmental optimism

 CARPREP

School preparation for science-related careers

ENVPERC

Perception of environmental issues

 ENVAWARE

Awareness of environmental issues

GENSCIE

General value of science

 INSTSCIE

Instrumental motivation in science

INTSCIE

General interest in learning science

 JOYSCIE

Enjoyment of science

PERSIE

Personal value of science

 SCIEFUT

Future-oriented science motivation

RESPDEV

Responsibility for sustainable development

 SCINTACT

Science teaching: interaction

SCAPPLY

Science teaching: focus on applications or models

 SCINVEST

Science teaching: student investigations

SCHANDS

Science teaching: hands-on activities

 SCSCIE

Science self-concept

SCIEACT

Science activities

  

SCIEEFF

Science self-efficacy

  1. HIGHCONF, INTCONF, PRGUSE and INTUSE were excluded from the matrix sampling design because of no USA data in these four variables