Biology education aims to inspire interest, curiosity, and understanding about the natural world, foster children's interests and orientations towards supporting and protecting nature, and support children towards biology-related careers (including those involving nature and animals). However, it remains less clear how these views might associate with different aspects of education and life. In order to gain new insights, 679 children in England (between 7 and 10 years old) were surveyed. The questionnaire included established measures for views about nature and learning, alongside new areas. The analysis applied predictive modelling to reveal independent associations between the children's views. The children's appreciation of nature and affinities towards animals were two of the strongest positive predictors of their interest in learning about nature, which was the strongest positive predictor of their aspirations towards careers involving nature or animals. Other findings highlighted the importance of nature-related activities and also children's wider educational contexts and views. Watching nature-related media positively predicted children's interest in learning about nature, while reading books about nature or wildlife positively predicted children's aspirations towards careers involving nature or animals. Children's confidence and enjoyment in their schoolwork positively predicted their appreciation of nature and also their interest in learning about nature.