At the start of the study, none of the participants had cancer. Researchers followed half of the participants for at least nine years.
During the study, 1,731 people developed oesophageal tumours.
Each year, oesophageal cancer is diagnosed in around 310 people in New Zealand.
Rates of the disease are relatively high in China, where tea drinking is common and many men smoke and drink.
Chinese people often drink tea from flasks that they carry with them to their workplace and regularly fill up with hot water.
Very few Chinese drink traditional British tea, which less hot than Chinese varieties as it also usually taken with cold milk.
People in Russia, Turkey and South America enjoy their tea very hot, with many regularly drinking it at temperatures above 65C.
Past research has shown that tea can help to protect against tumours in the digestive tract.
But studies have also suggested that hot liquids and food can cause "thermal injury" which can increase the risk factors associated with cancer.