19th December 2014, Volume 127 Number 1407

Phyu S Aye, J Mark Elwood, Vladimir Stevanovic

Cancer survival, the survival of cancer patients from the time of diagnosis, is the key indicator used to assess the effectiveness of cancer care in diagnosis and treatment. In principle, if equivalent cancer care at an equivalent time is provided for patients with the same cancer and the same background health status, the outcomes for cancer patients should be similar regardless of variations in geography, ethnicity, or socioeconomic position. Thus differences in cancer survival may reflect possible deficiencies in cancer care and indicate the potential for improvement in cancer care services.1–3

Differences in cancer survival are substantial, between and within countries. It has been estimated that 6.5% of cancer deaths in Britain could have been avoided annually if Britain’s cancer survival had been equal to the mean European level during 1995–99.4 A study of Nordic countries estimated that 2.5% of deaths from 12 cancer sites between 2008 and 2012 could be saved by eliminating the regional variations.5 Variation in 3-year survival between deprived and affluent groups accounted for 11% of cancer deaths in England during 2004–06.6 These findings signal that discrepancies in cancer survival should be investigated.

Comparisons of cancer survival to investigate international differences have been conducted in Europe, e.g. by the EUROCARE studies 1, and extended globally, e.g. the CONCORD studies 2. The published CONCORD studies have involved Australia, but not New Zealand, although New Zealand is involved in the current studies. Internal comparisons of cancer survival have been reported addressing variations with regard to ethnicity, geography, and socioeconomic position in both New Zealand7–11 and Australia.12–14 New Zealand and Australia have taken part in recent OECD health policy studies based on exploratory survival analysis of four selected cancers (breast, cervix, colorectum, and lung) among OECD countries 15.

New Zealand and Australia have similar data systems and health care systems, and their training programmes for health professionals are similar and often integrated. Despite that, New Zealand had a higher cancer mortality rate than Australia in 1996-97, and the mortality to incidence ratios for New Zealand were higher for many cancer sites.16 A more recent study of 2000–07 data found a persisting discrepancy, despite reductions in overall cancer death rates in a both countries; overall cancer mortality was 15.1% higher in women, and 4.7% higher in men, in New Zealand compared with Australia 17. These studies had no survival data. For this analysis, we explored the differences in cancer survival between the two countries using whole-population survival data for 2006–10.


Survival data for Australia were from the Australian Institute for Health and Welfare (AIHW).14 These data relate to all new primary cancers, excluding basal cell and squamous cell carcinoma of the skin, diagnosed in Australia and recorded by state and territory cancer registries, with standardised coding practices to minimise errors and duplications 14. New Zealand data were from the New Zealand Cancer Registry (NZCR), with similar coverage and quality controls 18, and required specific analyses to produce data for the same time periods given in the Australian data.

For both countries, relative survival ratios (RSRs) yearly from 1 to 10-year time points with corresponding 95% confidence intervals (95%CIs), for the whole population in each country, were extracted by type of cancer and sex for patients registered (diagnosed) in 2006-10, using a period approach.19;20 The expected survivals by year, age, and sex for the whole population of each country were derived by the Ederer II method, used in recent US studies 21. Cancer sites were coded using ICD-10 for site22 and ICD-O for morphology 23 in both countries; comparisons were made for 24 sites in men and 26 cancer sites in women, although only sites accounting for more than 50 deaths per year in New Zealand are presented here.

The main comparisons shown are for three time points; 1, 5, and 10 years. Conditional survival ratios from 1 to 5 years, and from 5 to 10 years, were also calculated, but not shown. The differences of RSRs between the two countries were calculated for each site of cancer, for men and women separately, and the statistical significance of the difference determined by a z test. The age distributions were compared between the two countries, by 5 year age group in each sex, for all cancers and for the most common cancers, and found to be virtually identical; thus, age adjustment was not used in the survival analyses.

The numbers of ‘potentially avoidable’ deaths were estimated, using the terminology and method defined in other studies 4, for total cancer at all ages. Here it is the difference in numbers of deaths from cancer that occur within 5 years of diagnosis in New Zealand, and the (lower) numbers that would occur if the survival rates had been equal to the Australian rates. To make this estimate, the expected non-cancer mortality was assessed from New Zealand life tables applied to the 5-year age distributions of cancer patients by sex, and the observed relative survival ratios in each country used.


Survival for all cancers combined shows that in both men and women, survival ratios up to 10 years from diagnosis were higher in Australia (Figure 1), with 5 year relative survival ratios in males of 65% in Australia and 61% in New Zealand; and in females 67% in Australia and 63% in New Zealand (both comparisons p<.01). [Relative survival represents cancer survival in the absence of other causes of death; the relative survival ratio is the observed survival of a group of cancer patients at a given time from diagnosis, divided by the expected survival of a sex- age- and time- matched group from the general population; thus adjusting for the expected mortality without cancer].

Figure 1 shows that the differences in survival occur early; at 1 year from diagnosis there is a significantly higher survival in Australia, and that difference is little changed in later years, showing that survival ratios after the first year are similar in the two countries.


Figure 1: Survival (relative survival ratios) for all cancer combined, in males and females, in New Zealand and in Australia, patients diagnosed in 2006-2010


Compared to Australia, cancer survival at 1 year is lower in New Zealand by 4.4 % in females and by 4.6% in males; these differences persist, with some reduction, at 5 and 10 years from diagnosis (Table 1).

The conditional survivals after 1 year (that is, the survival over further time of those who have survived 1 year) were very similar: of those surviving 1 year, 76% of females survived to 10 years in both countries; in males, 74% in Australia, 76% in New Zealand.

Results for major cancers, those accounting for 50 or more deaths per year in New Zealand, are shown in Table 1. The 1, 5, and 10 years’ survival in New Zealand are shown, with the confidence limits at 5 years (the width of the limits is similar at other time points), and the differences from Australia, in absolute terms.

Most cancers show the pattern seen with all cancers combined: that is, survival in New Zealand is significantly (P<0.01) lower than in Australia at 1 year, and the difference persists at 5 and 10 years, with a similar or smaller difference in absolute terms. For lung, colorectal, and oesophageal cancer, in both sexes, and for ovary, the differences remain significant. For many other sites, the same pattern is seen, but the differences become non-significant at 5 or 10 years. This of course is partially due to the numbers of observations reducing. This pattern is shown by stomach, brain, pancreas, liver, and bladder cancer, in both females and males; and in prostate, and uterus (endometrial) cancer. The differences in survival at 5 years are up to 7 percent.

A few cancers show no inter-country differences, with similar survival ratios at all time-points: melanoma and myeloma in both sexes, cervical cancer, and mesothelioma in men (where there were too few cases to assess in women).

Breast cancer is unusual, as the lower survival in New Zealand increases over time; 1 yr. survival is 97.2% in NZ and 97.9% in Australia, but 10 yr. survival is 79.7 and 83.2% respectively. For non-Hodgkin lymphoma in both sexes, the survival difference remains similar from 1 to 10 years. Kidney cancer is the only site showing different patterns in the two sexes: in males the survival difference increases by time of follow up, while in females the difference decreases.

So while survival from melanoma, myeloma, mesothelioma in men, and from cervical cancer is similar in the two countries, for every other major cancer survival in New Zealand is lower, especially in the first year.


In this study, we found that the survival from all cancers combined in New Zealand (NZ) was significantly lower than in Australia, for both men and women, at 1 year and up to 10 years after diagnosis, for patients diagnosed in 2006-2010. The 5-year relative survival ratios in NZ were 3.8% lower (61.3% vs 65.1%) for men, and 4.2% lower (63.2% vs 67.4%) for women, than in Australia. These numbers may appear small; however, this difference in survival represents a substantial number of deaths.

In New Zealand, the difference for all cancer combined equates approximately to 341 deaths annually in men in New Zealand, and 364 deaths in women, calculated as deaths from cancer in 5 years from diagnosis, taking into account background mortality from other causes 4. This represents 11.7% of cancer deaths within 5 years of diagnosis in men, and 12.1 % in women. These estimates are approximate and may be conservative; a fuller assessment would use ethnic- and age-specific comparisons. However, these estimated proportions are considerably greater than those estimated for Britain in 1985-89, using the average European relative survival ratio as the comparator, 6–7% 4: a result which was a trigger for major cancer health systems reform in England.24;25

The generally lower survival shown in New Zealand raises the question of differences in how the data has been collected, coded, or analysed. While a full audit would be needed to rule this out, the systems of cancer registration, death coding, and linkage of cancer registry and mortality data are the same in the two countries, as far as we can determine; and the methods of survival analysis used are the same. Relative survival ratios are based on deaths from all causes in cancer patients, and deaths expected in that year-age-sex group in the whole population, so do not depend on the cause of death recorded in the death certificates.

The same issues of data quality have been extensively studied in European and world-wide comparisons of similar data systems 1;2;26;27. In our study, comparing the whole populations of each country, the age distributions of patients for all cancer combined and for major cancer sites (lung, colorectal, prostate, breast, melanoma) between NZ and Australia were found to be virtually identical; thus, the survival differences were not due to different age distributions.

In international comparisons, Australia shows very good overall cancer survival outcomes, similar to those from Canada and Sweden, and better than those in the UK or Denmark.2;28 Cancer survival has improved substantially in both Australia and New Zealand over recent years.14;29

The lower survival in New Zealand than in Australia is seen for most cancers, including the leading causes of death of lung and colorectal cancer, and for 14 of the other 18 cancers accounting for over 50 deaths per year in New Zealand (Table 1). This suggests a health system issue, rather than a biological or treatment issue specific to certain types of cancer.

It is easy to say that the NZ deficit in survival means that NZ cancer care could be improved to match the Australian processes and outcomes, and we could regard the differences in cancer survival as representing ‘avoidable deaths’ in New Zealand. This terminology has been used in arguing for improvements in the cancer care in the UK 4;30. However, specifying the changes needed in New Zealand, and prioritising these with regard to costs and effectiveness, is more challenging. However, the demonstration of these substantial and general survival deficits compared to a neighbouring country should stimulate both local and national, clinical and health management, attention and actions.

This study on cancer survival comparisons complements the previous studies on cancer mortality comparing the two countries. In a similar period 2000–2007, NZ had substantially higher overall cancer mortality than Australia, an average of 5% more deaths in NZ men and 15% in NZ women each year; while overall cancer incidence for NZ men was 5% less than that for Australia, and incidence for NZ women was only slightly higher (3%) for Australian women.17 Thus, the differences were mainly found to be in mortality, implying differences in survival. These differences were only slightly reduced compared to an earlier period, 1996-97.16

The modest differences in incidence imply that the two countries were not greatly different in cancer primary prevention. However, the lower survival in NZ found in the current study, supported by the differences in cancer mortality, implies that NZ is lagging behind in diagnosis and treatment. While the current survival study and the previous mortality studies all show less good outcomes in New Zealand, a difference is that the current study gives similar results for males and females, whereas the mortality studies showed greater differences in females. The recent mortality study related to cancer deaths in 2000–-2007, and therefore to cancers diagnosed in earlier years. The current study relates to cancers diagnosed in 2006-2010, so is more recent; the similarity between male and female results may better reflect the present situation.

The pattern of the survival differences seen for most cancers, being apparent in the first year from diagnosis and continuing at 5 and 10 years without much change, strongly suggests the reasons relate to diagnosis and initial presentation, relating in turn to awareness of symptoms, time intervals to referral, investigation, and diagnosis. These aspects will affect when the cancer is diagnosed in its biological progression, determining its stage distribution.

This pattern of survival differences has also been seen in European and world-wide comparisons.1,2 As a response, efforts to improve the early management of patients in primary care and through referral processes have been made. These include studies of cancer presentation in primary care ,31-33 studies of the diagnostic time intervals 34 (‘delays’, although that word can be pejorative and maybe should be avoided), and studies of health system issues related to these. 35 A major international focus is through the International Cancer Benchmarking Project (ICBP), which is conducting studies in primary and secondary care to clarify reasons for international variations in cancer survival. 28;36;37.New Zealand is involved in one part of that work; we are conducting a study of primary care in relation to cancer diagnosis.37

Assessments in the UK have concluded that more premature cancer deaths can be avoided from small gains in survival for common cancers rather than large gains for uncommon cancers 30. Other factors such as comorbidity are also relevant; comorbidity in common in cancer patients, and in New Zealand it contributes to ethnic differences in outcomes and to variations in treatment choices 38-40.

With regard to specific cancers, colorectal cancer showed the highest excess deaths in NZ compared to Australia in mortality studies,17 and in this study, 5-year relative survival was 5% lower in NZ for both males and females. A Bowel Cancer Programme was set up by the NZ Ministry of Health in 2009 aiming at health service improvement in diagnosis, surveillance and treatment, and a pilot bowel cancer screening programme started in 2011.41

In Australia, bowel cancer screening has been available since 2006 42 and it was stated in a 2010 report that 1,056 people had been detected with bowel cancer or suspected cancer through screening.43 In New Zealand, the PIPER project (Presentation, Investigation, Pathways, Evaluation, Rx (treatment)) is a comprehensive management and outcome study of some 6000 colorectal cancer patients, which will indicate priorities for improvement .44

Lung cancer has low survival in both countries, but NZ is still at a disadvantage, lagging in 5-year survival ratios by 4% in males, and 6% in females. Prevention has been successful, with a reduction in NZ smoking rates by half;45 however, the higher mortality and lower survival in NZ show potential for improvements in diagnosis and effective treatment. Lung cancer shows large differences between Maori and non-Maori in New Zealand46;47 and was the subject of the first New Zealand service standards report.45

Prostate cancer had high survival ratios in both countries, but 1- and 5-year survival ratios were slightly lower in New Zealand. Prostate cancer survival can be considerably affected by overdiagnosis, related mainly to PSA screening, and incidence trends have shown divergence, with increases in Australia but decreases in New Zealand over the 2000-07 period;17 so these differences are difficult to interpret.

For breast cancer, unlike bowel and lung cancers, survival difference increased with time, being 1%, 3%, and 4% lower in NZ at 1,5, and 10 years, respectively. This suggests that early diagnosis, including successful mammographic screening, may be comparable in the two countries but there may be differences in further treatment. Reductions in breast cancer mortality in Australia have been shown to be linked with the increased use of adjuvant hormonal and chemo-therapy 48.

Studies in NZ show that there are internal ethnic disparities, particularly for Maori, who are significantly more likely to have adverse survival in major cancer sites than other New Zealanders due to residing in deprived areas, late stage at presentation, longer waiting time from diagnosis to initial treatment, and lower curative treatment rates.7;8;10;47;49

A major analysis of survival trends from 1991-2004 in New Zealand showed lower survival in Maori and in low income groups, with little change in the ethnic differences over time, and some evidence of widening of the income-based differences 7. Pacific peoples also show more disadvantage in many cancers.50

Clearly, improving NZ cancer care for early diagnosis and treatment of disadvantaged groups is a high priority. In this study we have compared the whole of each country. Australia also has the challenges of providing good care to disadvantaged groups, including its indigenous people and ethnic minorities, and has socioeconomic inequities and even greater geographic disparities than New Zealand; cancer survival is similarly lower in indigenous peoples, and varies by geographic and socioeconomic factors;12;51–53 although the indigenous population forms a much smaller proportion of the total than in New Zealand.

Australia has conducted many state based and several national audit studies of cancer management on population-based groups of patients, which have allowed comparisons of actual management with evidence-based guidelines, and may have stimulated improvements.54 There have been few similar comprehensive studies of cancer management in NZ until recently; but the PIPER study noted above is more comprehensive than most Australian management studies.

Recent studies have found that economic factors such as total national expenditure on health, and number of CT scanners per million population, are significant predictors of survival outcomes when comparing countries. Setting targets and timeframes, monitoring, case management, and establishing cancer networks may all improve cancer outcomes.15;55 Insightful studies on health system issues could also be beneficial for the development of further policies to strengthen NZ cancer care.

In conclusion, the survival differences found in this study are likely due to differences in diagnosis and treatment services. As significant differences were mainly found in initial years after diagnosis for most cancers, attention needs to be given particularly to aspects of early diagnosis.


This study compares the survival of cancer patients diagnosed in 2006 to 2010 in the whole populations of New Zealand and Australia. Survival rates were lower in New Zealand, with 5-year relative survival being 4.2% lower in women, and 3.8% lower in men, for all cancers combined. Of 18 cancers assessed, 14 showed lower survival in New Zealand. For most cancers, the differences in survival were maximum at 1 year after diagnosis, becoming smaller later. We conclude that further improvements in the recognition, diagnosis, and treatment of cancer in New Zealand should be possible. As the survival differences are seen soon after diagnosis, the appropriate investigation of patients in primary care, which is a very complex process, and so reducing time intervals to diagnosis and treatment, may be particularly important. Additional points: ‘Survival’ means the proportion of people who are still alive at various times from 1 to 10 years after their diagnosis, and is adjusted to allow for general non-cancer causes of death. Thus a lower ‘survival ratio’ means that a higher proportion of patients have died from their cancer. Overall, in New Zealand, for all people diagnosed with cancer in 2006-2010, for women, 77% were alive 1 year later, 63% at 5 years, and 59% at 10 years. For men, the figures are 75% at 1 year, 61% at 5 years, and 57% at 10 year. The 4 cancers with similar survival in each country, were melanoma, myeloma, mesothelioma, and cervical cancer. In this study, the whole populations of each country were compared. Several other studies by other investigators have shown differences in cancer survival within New Zealand by ethnic group and by socioeconomic factors.



Previous studies have shown substantially higher mortality rates from cancer in New Zealand compared to Australia, but these studies have not included data on patient survival. This study compares the survival of cancer patients diagnosed in 2006–10 in the whole populations of New Zealand and Australia.


Identical period survival methods were used to calculate relative survival ratios for all cancers combined, and for 18 cancers each accounting for more than 50 deaths per year in New Zealand, from 1 to 10 years from diagnosis.


Cancer survival was lower in New Zealand, with 5-year relative survival being 4.2% lower in women, and 3.8% lower in men for all cancers combined. Of 18 cancers, 14 showed lower survival in New Zealand; the exceptions, with similar survival in each country, being melanoma, myeloma, mesothelioma, and cervical cancer. For most cancers, the differences in survival were maximum at 1 year after diagnosis, becoming smaller later; however, for breast cancer, the survival difference increased with time after diagnosis.


The lower survival in New Zealand, and the higher mortality rates shown earlier, suggest that further improvements in recognition, diagnosis, and treatment of cancer in New Zealand should be possible. As the survival differences are seen soon after diagnosis, issues of early management in primary care and time intervals to diagnosis and treatment may be particularly important.

Author Information

Phyu S Aye, MPH Student1; J Mark Elwood, Professor1; Vladimir Stevanovic, Principal Technical Specialist2

1 Department of Epidemiology and Biostatistics, School of Population Health, University of Auckland
2 Health and Disability Intelligence Unit, Ministry of Health, Wellington

Correspondence Email


Competing Interests



1. Sant M, Allemani C, Santaquilani M, et al. EUROCARE-4. Survival of cancer patients diagnosed in 1995-1999. Results and commentary. Eur J Cancer 2009;45(6):931–991.

2. Coleman MP, Quaresma M, Berrino F, et al. Cancer survival in five continents: a worldwide population-based study (CONCORD). Lancet Oncol 2008;9(8):730–756.

3. Elwood JM, Sutcliffe SB, (Eds.). Cancer Control. Oxford: Oxford University Press; 2010.

4. Abdel-Rahman M, Stockton D, Rachet B, et al. What if cancer survival in Britain were the same as in Europe: how many deaths are avoidable? Br J Cancer 2009;101(Suppl 2):S115–S124.

5. Dickman PW, Gibberd RW, Hakulinen T. Estimating potential savings in cancer deaths by eliminating regional and social class variation in cancer survival in the Nordic countries. J Epidemiol Community Health 1997;51(3):289–298.

6. Ellis L, Coleman MP, Rachet B. How many deaths would be avoidable if socioeconomic inequalities in cancer survival in England were eliminated? A national population-based study, 1996-2006. Eur J Cancer 2012;48(2):270–278.

7. Soeberg M, Blakely T, Sarfati D, et al. Cancer Trends: Trends in cancer survival by ethnic and socioeconomic group, New Zealand 1991-2004. Wellington: University of Otago; Ministry of Health; 2012.

8. Hill S, Sarfati D, Robson B, Blakely T. Indigenous inequalities in cancer: what role for health care? ANZ J Surg 2013;83(1–2):36–41.

9. Robson B, Purdie G, Cormack D. Unequal Impact II: Maori and Non-Maori Cancer Statistics by Deprivation and Rural-Urban Status, 2002-2006. Wellington: Ministry of Health; 2010.

10. Haynes R, Pearce J, Barnett R. Cancer survival in New Zealand: ethnic, social and geographical inequalities. Soc Sci Med 2008;67(6):928–937.

11. Jeffreys M, Sarfati D, Stevanovic V, et al. Socioeconomic inequalities in cancer survival in New Zealand: the role of extent of disease at diagnosis. Cancer Epidemiol Biomarkers Prev 2009;18(3):915–921.

12. Condon JR, Zhang X, Baade P, et al. Cancer survival for Aboriginal and Torres Strait Islander Australians: a national study of survival rates and excess mortality. Popul Health Metr 2014;12(1):1–12.

13. Valery PC, Youlden DR, Baade PD, et al. Cancer survival in Indigenous and non-Indigenous Australian children: what is the difference? Cancer Causes Control 2013;24(12):2099–2106.

14. Australian Institute of Health and Welfare. Cancer survival and prevalence in Australia period estimates from 1982 to 2010. 69. 2012. Canberra, Australian Institute of Health and Welfare. Cancer Series Number 69. ¬ Available from http://www.aihw.gov.au/publication-detail/?id=10737422720

15. OECD. Cancer care: assuring quality to improve survival. 2013. OECD Publishing. OECD Health Policy Studies. ¬ Available from http://www.oecd-ilibrary.org/docserver/download/8113011e.pdf?expires=1399858937&id=id&accname=ocid177592&checksum=4C0ACA358688E1B08D0C7259C42F44BA

16. Skegg DC, McCredie MR. Comparison of cancer mortality and incidence in New Zealand and Australia. N Z Med J 2002;115(1153):205–208.

17. Alafeishat L, Elwood M, Ioannides S. Cancer mortality and incidence trends comparing New Zealand and Australia for the period 2000–2007. N Z Med J 2014;127(1400):9–19.

18. Ministry of Health. New Zealand Cancer Registry. 1. 2012. Wellington, New Zealand, Ministry of Health. ¬ Available from http://www.health.govt.nz/nz-health-statistics/national-collections-and-surveys/collections/new-zealand-cancer-registry-nzcr

19. Brenner H, Gefeller O, Hakulinen T. Period analysis for 'up-to-date' cancer survival data: theory, empirical evaluation, computational realisation and applications. Eur J Cancer 2004;40(3):326–335.

20. Brenner H, Hakulinen T. Up-to-date long-term survival curves of patients with cancer by period analysis. J Clin Oncol 2002;20(3):826–832.

21. Siegel R, Desantis C, Virgo K, et al. Cancer treatment and survivorship statistics, 2012. CA Cancer J Clin 2012;62(4):220–241.

22. World Health Organization. International statistical classification of diseases and related health problems, 10th revision. Geneva: World Health Organization; 1992.

23. Fritz A, Percy C, Jack A, et al. International classification of diseases for oncology, 3rd edition. Third edition ed. Geneva: World Health Organisation; 2000.

24. Richards M. Improving cancer services: the approach taken in England. In: Elwood JM, Sutcliffe SB, editors. Cancer Control. Oxford: Oxford University Press; 2010. 131–151.

25. Richards M. Assessment of the NHS cancer plan in England. Lancet Oncol 2009;10(4):311.

26. De Angelis R, Francisci S, Baili P, et al. The EUROCARE-4 database on cancer survival in Europe: Data standardisation, quality control and methods of statistical analysis. Eur J Cancer 2009;43(30):909–930.

27. Berrino F. The EUROCARE Study: strengths, limitations and perspectives of population-based, comparative survival studies. Ann Oncol 2003;14 Suppl 5:v9-13:v9-13.

28. Coleman MP, Forman D, Bryant H, et al. Cancer survival in Australia, Canada, Denmark, Norway, Sweden, and the UK, 1995-2007 (the International Cancer Benchmarking Partnership): an analysis of population-based cancer registry data. Lancet 2011;377(9760):127–138.

29. Ministry of Health. Cancer patient survival change over time update: covering the period 1994 to 2009. i. 2012. Wellington, New Zealand, Ministry of Health. ¬ Available from http://www.health.govt.nz/system/files/documents/publications/cancer-patient-survival-94-2009_0.pdf

30. Richards MA, Stockton D, Babb P, Coleman MP. How many deaths have been avoided through improvements in cancer survival? BMJ 2000;320:895–898.

31. Hamilton W, Green T, Martins T, et al. Evaluation of risk assessment tools for suspected cancer in general practice: a cohort study. Br J Gen Pract 2013;63(606):30–36.

32. Hippisley-Cox J, Coupland C. Symptoms and risk factors to identify men with suspected cancer in primary care: derivation and validation of an algorithm. Br J Gen Pract 2013;63(606):1–10.

33. Hippisley-Cox J, Coupland C. Symptoms and risk factors to identify women with suspected cancer in primary care: derivation and validation of an algorithm. Br J Gen Pract 2013;63(606):11–21.

34. Weller D, Vedsted P, Rubin G, et al. The Aarhus statement: improving design and reporting of studies on early cancer diagnosis. Br J Cancer 2012;106(7):1262–1267.

35. Rubin G, Walter F, Emery J, et al. Research into practice: prompt diagnosis of cancer in primary care. Br J Gen Pract 2014;64(625):428–430.

36. Butler J, Foot C, Bomb M, et al. The International Cancer Benchmarking Partnership: An international collaboration to inform cancer policy in Australia, Canada, Denmark, Norway, Sweden and the United Kingdom. Health Policy 2013;(13):10.

37. Rose PW, Hamilton W, Aldersey K, et al. Development of a survey instrument to investigate the primary care factors related to differences in cancer diagnosis between international jurisdictions. BMC Fam Pract 2014;15:122. doi: 10.1186/1471-2296-15-122:122-15.

38. Sarfati D, Gurney J, Lim BT, et al. Identifying important comorbidity among cancer populations using administrative data: Prevalence and impact on survival. Asia Pac J Clin Oncol 2013;Dec19. doi: 10.1111/ajco.12130.:10.

39. Sarfati D, Tan L, Blakely T, Pearce N. Comorbidity among patients with colon cancer in New Zealand. N Z Med J 2011;124(1338):76–88.

40. Sarfati D, Hill S, Blakely T, et al. The effect of comorbidity on the use of adjuvant chemotherapy and survival from colon cancer: a retrospective cohort study. BMC Cancer 2009;20;9:116:116.

41. Ministry of Health. Bowel cancer programme. 14-1-2013. ¬ Available from http://www.health.govt.nz/our-work/diseases-and-conditions/cancer-programme/bowel-cancer-programme

42. Olver IN, Young GP. The urgency of saving lives through bowel cancer screening. Med J Aust 2012;196(8):490–491.

43. National Bowel Cancer Coalition. Spotlight on screening 2012. 2010. ¬ Available from http://bowelcanceraustralia.org/bca/index.php?option=com_content&view=article&id=383&Itemid=530

44. Health Improvement and Innovation Resource Centre. Ministry of Health and HRC invest in major new cancer research (PIPER project). 2014. ¬ Available from http://www.hiirc.org.nz/page/30210/ministry-of-health-and-hrc-invest-in-major/;jsessionid=3864B3A6F3EAE34B8F416F53475A90F1?tag=collaboration&contentType=27&section=8959

45. National Lung Cancer Working Group. Standards of Service Provision for Lung Cancer Patients in New Zealand. 2013. Wellington, Ministry of Health. Available from http://www.health.govt.nz/publication/standards-service-provision-lung-cancer-patients-nz

46. Shaw C, Blakely T, Sarfati D, et al. Varying evolution of the New Zealand lung cancer epidemic by ethnicity and socioeconomic position (1981–1999). N Z Med J 2005;118(1213):U1411. http://www.nzma.org.nz/__data/assets/pdf_file/0005/17942/Vol-118-No-1213-15-April-2005.pdf

47. Stevens W, Stevens G, Kolbe J, Cox B. Ethnic differences in the management of lung cancer in New Zealand. J Thorac Oncol 2008;3(3):237–244.

48. Burton RC, Bell RJ, Thiagarajah G, Stevenson C. Adjuvant therapy, not mammographic screening, accounts for most of the observed breast cancer specific mortality reductions in Australian women since the national screening program began in 1991. Breast Cancer Res Treat 2012;131(3):949–955.

49. Jeffreys M, Stevanovic V, Tobias M, et al. Ethnic inequalities in cancer survival in New Zealand: linkage study. Am J Public Health 2005;95(5):834–837.

50. Meredith I, Sarfati D, Ikeda T, Blakely T. Cancer in Pacific people in New Zealand. Cancer Causes Control 2012;23(7):1173–1184.

51. Condon JR, Barnes T, Armstrong BK, et al. Stage at diagnosis and cancer survival for Indigenous Australians in the Northern Territory. Med J Aust 2005;182(6):277–280.

52. Morrell S, You H, Baker D. Estimates of cancer incidence, mortality and survival in aboriginal people from NSW, Australia. BMC Cancer 2012;12 doi: 10.1186/1471-2407-12-168:168–12.

53. George M, Ngo P, Prawira A. Rural oncology: overcoming the tyranny of distance for improved cancer care. J Oncol Pract 2014;10(3):e146–e149.

54. Staples M, Elwood M, St John J, et al. Perceived impact and logistical issues in clinical management surveys of cancer: Australian experience. Qual Saf Health Care 2009;18:195–198.

55. Verdecchia A, Baili P, Quaglia A, et al. Patient survival for all cancers combined as indicator of cancer control in Europe. Eur J Public Health 2008;18(5):527–532.