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This is the view of a number of commentators, former ANZ chief economist Cameron Bagrie among them, who believe they are skewed by political nuance.
However, it is tough to ignore some of the clear signals in the latest iteration of the ANZ business micro scope survey, indicating that all is not well in the small business community.
According to the bank, confidence among small firms is at its lowest ebb in more than 10 years and investment intentions are the only growth indicator to stay above 2009 levels.
Worryingly, this translates to a large fall in hiring intentions, which suggests a material risk to the wider economy, the report notes.
ANZ says about half of small businesses were pessimistic about general business conditions in the year ahead compared to 36% in June.
The growth measure, which takes into account firms' views on growth indicators including activity, hiring, profit and lagged investment intentions, is considered as a proxy for GDP growth.
ANZ acting managing director, retail and business banking, Ben Kelleher said the large fall in hiring intentions was a warning sign for the economy.
"Employment growth and a tight labour market have been a major driver of consumer sentiment and consumption this cycle and the fall in hiring intentions is a material risk for the economy.
"However, although business confidence is low this quarter, the economy itself remains relatively upbeat. It's important to remember that New Zealand continues to report low unemployment figures and stable GDP growth," he added.
Of the regions, Canterbury hit a post-GFC low with a growth measure of -12, while the rest of the South Island was more upbeat, employment, activity, and investment all contributing positively.
Wellington maintained a positive stance, he said.
Small firms' expectations of their own activity fell below zero for the first time since June 2009, and intentions to invest in plant, buildings and equipment fell to a net negative 7% of firms.
Business profit expectations remained low, and no sector had reported positive profit expectations since March 2018.
Regulatory requirements remain the biggest problem facing small firms, closely followed by continued difficulty finding skilled employees, the survey said.