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Purpose <p>Few studies have investigated temporal protein patterns of different protein sources. This study aimed to describe temporal patterns of total, plant, and animal protein intake of Australian adults and examine their associations with sociodemographic and eating pattern characteristics.</p> Methods <p>Total, animal, and plant protein intakes were estimated from the Australian National Nutrition and Physical Activity Survey 2011–12 dietary recall data (≥ 19&#xa0;years; n = 6741). Separate latent class models were used to determine the patterns based on hourly intakes of total, animal, and plant protein. Pearson’s Chi-square test and one-way analysis of variance were used to examine the differences in characteristics between latent classes of the patterns.</p> Results <p>Three sex-stratified temporal patterns of total (T1-T3), animal (A1-A3), and plant (P1-P3) proteins were identified. Class 1 was characterised by higher probabilities of consuming protein at the typical Australian mealtime (e.g., at 18:00&#xa0;h for A1), while Class 2 had higher probabilities of intake 1-h later (e.g., 19:00&#xa0;h for A2). Class 3 was characterised by variable timing (e.g., 17:00&#xa0;h or 20:00&#xa0;h for A3). Adults in Class T1, A1, and P1 were older than other classes, whereas those in Class T2 and A2 had higher incomes (all <i>p</i> &lt; 0.001). Adults in Class T3, A3, and P3 were younger and had lower total, animal, and plant protein intakes from meals (all <i>p</i> &lt; 0.001) but higher intakes from snacks (<i>p</i> &lt; 0.001), except for women’s animal protein.</p> Conclusion <p>This study identified three temporal protein patterns, which varied by age, income, meal frequency, and protein intake at meals and snacks. Future research needs to examine whether these patterns have different health implications.</p>

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Temporal patterns of total, animal and plant protein intakes of Australian adults: a latent class analysis

  • 期刊论文

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  • 发表日期：

    2026年2月12日

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  • Hesti Retno Budi Arini,
  • Sarah A. McNaughton,
  • Sze-Yen Tan,
  • Rebecca M. Leech

摘要

Purpose

Few studies have investigated temporal protein patterns of different protein sources. This study aimed to describe temporal patterns of total, plant, and animal protein intake of Australian adults and examine their associations with sociodemographic and eating pattern characteristics.

Methods

Total, animal, and plant protein intakes were estimated from the Australian National Nutrition and Physical Activity Survey 2011–12 dietary recall data (≥ 19 years; n = 6741). Separate latent class models were used to determine the patterns based on hourly intakes of total, animal, and plant protein. Pearson’s Chi-square test and one-way analysis of variance were used to examine the differences in characteristics between latent classes of the patterns.

Results

Three sex-stratified temporal patterns of total (T1-T3), animal (A1-A3), and plant (P1-P3) proteins were identified. Class 1 was characterised by higher probabilities of consuming protein at the typical Australian mealtime (e.g., at 18:00 h for A1), while Class 2 had higher probabilities of intake 1-h later (e.g., 19:00 h for A2). Class 3 was characterised by variable timing (e.g., 17:00 h or 20:00 h for A3). Adults in Class T1, A1, and P1 were older than other classes, whereas those in Class T2 and A2 had higher incomes (all p < 0.001). Adults in Class T3, A3, and P3 were younger and had lower total, animal, and plant protein intakes from meals (all p < 0.001) but higher intakes from snacks (p < 0.001), except for women’s animal protein.

Conclusion

This study identified three temporal protein patterns, which varied by age, income, meal frequency, and protein intake at meals and snacks. Future research needs to examine whether these patterns have different health implications.