The declining trend in the positive reading attitude of students' has concerned scholars. This paper aims to apply a 3-level hierarchical linear model to analyse how inductive instruction and resources influence both students' positive and negative attitudes towards reading. Approximately 470,000 15-year-old students, and their school principals, from 65 countries completed a questionnaire, which was designed by the Programme for International Student Assessment (PISA). In line with previous research, gender, the student-teacher relationship, online academic searches, and reading habits are correlated with both positive and negative reading attitudes. Multilevel results show that reading attitudes improved when a school provides a context in which inductive instruction has been enforced. The natural log value of gross domestic product (GDP) per capita in a country is statistically significantly negative when associated with a student's positive and negative reading attitudes. Further, in a country with largely unqualified teachers, school-level inductive teaching lowers the negative attitude.