Skip to content

Commit 72fe859

Browse files
committed
Add title, keywords, abstract, csl, extend intro
1 parent 38b1ad3 commit 72fe859

7 files changed

Lines changed: 397 additions & 21 deletions

File tree

_freeze/notebooks/data-analysis/execute-results/html.json

Lines changed: 2 additions & 2 deletions
Large diffs are not rendered by default.
-144 Bytes
Loading

ama.csl

Lines changed: 298 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,298 @@
1+
<?xml version="1.0" encoding="utf-8"?>
2+
<style xmlns="http://purl.org/net/xbiblio/csl" class="in-text" delimiter-precedes-last="always" demote-non-dropping-particle="sort-only" initialize-with="" initialize-with-hyphen="false" name-as-sort-order="all" name-delimiter=", " page-range-format="expanded" sort-separator=" " version="1.0" default-locale="en-US">
3+
<!-- This file was generated by the Style Variant Builder <https://github.com/citation-style-language/style-variant-builder>. To contribute changes, modify the template and regenerate variants. -->
4+
<info>
5+
<title>AMA Manual of Style 11th edition</title>
6+
<title-short>American Medical Association (numeric/Vancouver/citation-sequence)</title-short>
7+
<id>http://www.zotero.org/styles/american-medical-association</id>
8+
<link href="http://www.zotero.org/styles/american-medical-association" rel="self"/>
9+
<link href="http://www.zotero.org/styles/american-medical-association-10th-edition" rel="template"/>
10+
<link href="https://doi.org/10.1093/jama/9780190246556.003.0003" rel="documentation"/>
11+
<link href="https://zotero.org/groups/2205533/collections/QW4JGG9G" rel="documentation"/>
12+
<author>
13+
<name>Julian Onions</name>
14+
<uri>https://orcid.org/0000-0001-5192-6856</uri>
15+
</author>
16+
<contributor>
17+
<name>Christian Pietsch</name>
18+
<uri>https://orcid.org/0000-0001-8778-1273</uri>
19+
</contributor>
20+
<contributor>
21+
<name>Daniel W. Chan</name>
22+
<uri>https://orcid.org/0000-0002-8082-2316</uri>
23+
</contributor>
24+
<contributor>
25+
<name>Patrick O'Brien</name>
26+
<email>obrienpat86@gmail.com</email>
27+
</contributor>
28+
<contributor>
29+
<name>Andrew Dunning</name>
30+
<uri>https://orcid.org/0000-0003-0464-5036</uri>
31+
</contributor>
32+
<category citation-format="numeric"/>
33+
<category field="medicine"/>
34+
<summary>AMA Manual of Style: A Guide for Authors and Editors (11th ed.)</summary>
35+
<updated>2026-02-09T21:55:12+00:00</updated>
36+
<rights license="http://creativecommons.org/licenses/by-sa/3.0/">This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 License</rights>
37+
</info>
38+
<locale xml:lang="en">
39+
<terms>
40+
<term name="advance-online-publication">published online</term>
41+
<term name="page-range-delimiter">-</term>
42+
<term name="presented at">presented at</term>
43+
<term name="preprint">preprint posted online</term>
44+
<term form="short" name="supplement">
45+
<single>suppl.</single>
46+
<multiple>suppls.</multiple>
47+
</term>
48+
</terms>
49+
</locale>
50+
<macro name="label-chapter-number">
51+
<group delimiter=" ">
52+
<choose>
53+
<if is-numeric="chapter-number">
54+
<label form="short" strip-periods="true" variable="chapter-number"/>
55+
</if>
56+
</choose>
57+
<text variable="chapter-number"/>
58+
</group>
59+
</macro>
60+
<macro name="label-edition">
61+
<group delimiter=" ">
62+
<choose>
63+
<if is-numeric="edition">
64+
<number form="ordinal" variable="edition"/>
65+
<label form="short" variable="edition"/>
66+
</if>
67+
<else>
68+
<text variable="edition"/>
69+
</else>
70+
</choose>
71+
</group>
72+
</macro>
73+
<macro name="label-supplement-number">
74+
<group delimiter=" ">
75+
<choose>
76+
<if is-numeric="supplement-number">
77+
<!-- TODO: Replace with `supplement-number` label when CSL provides one -->
78+
<text form="short" strip-periods="true" term="supplement"/>
79+
</if>
80+
</choose>
81+
<text variable="supplement-number"/>
82+
</group>
83+
</macro>
84+
<macro name="label-volume">
85+
<group delimiter=" ">
86+
<choose>
87+
<if is-numeric="volume">
88+
<label form="short" strip-periods="true" text-case="capitalize-first" variable="volume"/>
89+
</if>
90+
</choose>
91+
<text variable="volume"/>
92+
</group>
93+
</macro>
94+
<macro name="editor">
95+
<names variable="editor">
96+
<label form="short" prefix=", "/>
97+
</names>
98+
</macro>
99+
<macro name="author">
100+
<names variable="author">
101+
<label form="short" prefix=", "/>
102+
<substitute>
103+
<names variable="editor"/>
104+
<text macro="title"/>
105+
</substitute>
106+
</names>
107+
</macro>
108+
<macro name="access">
109+
<choose>
110+
<if variable="DOI">
111+
<text prefix="doi:" variable="DOI"/>
112+
</if>
113+
<else-if variable="URL">
114+
<group delimiter=". ">
115+
<group delimiter=" ">
116+
<text term="accessed" text-case="capitalize-first"/>
117+
<date form="text" variable="accessed"/>
118+
</group>
119+
<text variable="URL"/>
120+
</group>
121+
</else-if>
122+
</choose>
123+
</macro>
124+
<macro name="title">
125+
<choose>
126+
<if match="any" type="bill book graphic legal_case legislation motion_picture report song thesis">
127+
<text font-style="italic" text-case="title" variable="title"/>
128+
</if>
129+
<else>
130+
<text variable="title"/>
131+
</else>
132+
</choose>
133+
</macro>
134+
<citation collapse="citation-number">
135+
<sort>
136+
<key variable="citation-number"/>
137+
</sort>
138+
<layout delimiter="," vertical-align="sup">
139+
<text variable="citation-number"/>
140+
<group prefix="(" suffix=")">
141+
<label form="short" strip-periods="true" variable="locator"/>
142+
<text variable="locator"/>
143+
</group>
144+
</layout>
145+
</citation>
146+
<bibliography et-al-min="7" et-al-use-first="3" second-field-align="flush">
147+
<layout>
148+
<text suffix="." variable="citation-number"/>
149+
<group delimiter=". ">
150+
<group delimiter=". " suffix=".">
151+
<text macro="author"/>
152+
<text macro="title"/>
153+
<choose>
154+
<if match="any" type="bill book graphic legislation motion_picture report song">
155+
<group delimiter=":">
156+
<group delimiter=". ">
157+
<text macro="label-volume"/>
158+
<text macro="label-edition"/>
159+
<text macro="editor" prefix="(" suffix=")"/>
160+
<group delimiter="; ">
161+
<text variable="publisher"/>
162+
<date date-parts="year" form="text" variable="issued"/>
163+
</group>
164+
</group>
165+
<text variable="page"/>
166+
</group>
167+
</if>
168+
<else-if match="any" type="chapter paper-conference entry-dictionary entry-encyclopedia">
169+
<group delimiter=":">
170+
<group delimiter=": ">
171+
<text term="in" text-case="capitalize-first"/>
172+
<group delimiter=". ">
173+
<text macro="editor"/>
174+
<text font-style="italic" text-case="title" variable="container-title"/>
175+
<text macro="label-volume"/>
176+
<text macro="label-edition"/>
177+
<text variable="collection-title"/>
178+
<group delimiter="; ">
179+
<text variable="publisher"/>
180+
<date date-parts="year" form="text" variable="issued"/>
181+
</group>
182+
</group>
183+
</group>
184+
<choose>
185+
<if variable="page">
186+
<text variable="page"/>
187+
</if>
188+
<else>
189+
<text macro="label-chapter-number"/>
190+
</else>
191+
</choose>
192+
</group>
193+
</else-if>
194+
<else-if type="legal_case">
195+
<group delimiter=" ">
196+
<group delimiter=", ">
197+
<group delimiter=". ">
198+
<text macro="editor" prefix="(" suffix=")"/>
199+
<group delimiter=" ">
200+
<text variable="container-title"/>
201+
<text variable="volume"/>
202+
</group>
203+
</group>
204+
<text variable="page"/>
205+
</group>
206+
<group delimiter=" " prefix="(" suffix=")">
207+
<text variable="authority"/>
208+
<date date-parts="year" form="numeric" variable="issued"/>
209+
</group>
210+
</group>
211+
</else-if>
212+
<else-if match="any" type="post post-weblog webpage">
213+
<text variable="container-title"/>
214+
<date form="text" variable="issued"/>
215+
</else-if>
216+
<else-if type="speech">
217+
<group delimiter=": ">
218+
<choose>
219+
<if variable="genre">
220+
<group delimiter=" ">
221+
<text text-case="capitalize-first" variable="genre"/>
222+
<text term="presented at"/>
223+
</group>
224+
</if>
225+
<else-if match="any" variable="event-title event-place">
226+
<text term="presented at" text-case="capitalize-first"/>
227+
</else-if>
228+
</choose>
229+
<group delimiter="; ">
230+
<text variable="event-title"/>
231+
<date form="text" variable="issued"/>
232+
<text variable="event-place"/>
233+
</group>
234+
</group>
235+
</else-if>
236+
<else-if type="thesis">
237+
<text variable="genre"/>
238+
<group delimiter="; ">
239+
<text variable="publisher"/>
240+
<date date-parts="year" form="text" variable="issued"/>
241+
</group>
242+
</else-if>
243+
<else>
244+
<text macro="editor"/>
245+
<text font-style="italic" form="short" strip-periods="true" variable="container-title"/>
246+
<choose>
247+
<if type="article">
248+
<text font-style="italic" variable="publisher"/>
249+
</if>
250+
</choose>
251+
<group delimiter=":">
252+
<group delimiter=";">
253+
<choose>
254+
<if match="any" variable="issue volume">
255+
<date date-parts="year" form="numeric" variable="issued"/>
256+
</if>
257+
<else>
258+
<group delimiter=" ">
259+
<choose>
260+
<if type="article">
261+
<text term="preprint" text-case="capitalize-first"/>
262+
</if>
263+
<else-if type="article-newspaper"/>
264+
<else>
265+
<text term="advance-online-publication" text-case="capitalize-first"/>
266+
</else>
267+
</choose>
268+
<date form="text" variable="issued"/>
269+
</group>
270+
</else>
271+
</choose>
272+
<choose>
273+
<if match="none" type="article-newspaper">
274+
<group>
275+
<text variable="volume"/>
276+
<text prefix="(" suffix=")" variable="issue"/>
277+
<text macro="label-supplement-number" prefix="(" suffix=")"/>
278+
</group>
279+
</if>
280+
</choose>
281+
</group>
282+
<choose>
283+
<if variable="number">
284+
<text variable="number"/>
285+
</if>
286+
<else>
287+
<text variable="page"/>
288+
</else>
289+
</choose>
290+
</group>
291+
</else>
292+
</choose>
293+
</group>
294+
<text macro="access"/>
295+
</group>
296+
</layout>
297+
</bibliography>
298+
</style>

index.qmd

Lines changed: 20 additions & 11 deletions
Original file line numberDiff line numberDiff line change
@@ -1,26 +1,31 @@
11
---
2-
title: Dog Control
2+
title: "A Decade of Decline: Confronting the Reality of Auckland's Dog Control Crisis Using Auckland Council Data"
33
date: last-modified
44
author:
55
- name: Thomas E. Saunders
66
orcid: 0000-0003-1780-0314
77
corresponding: true
88
affiliation: University of Auckland
9-
keywords: keywords
10-
abstract: abstract
9+
keywords: dog control, dog attacks, Auckland, euthanasia
10+
abstract: A spate of fatal dog attacks have focussed attention on New Zealand's growing problem with roaming and aggressive dogs. Under the Dog Control Act 1996, Territorial Authorities are resposible for managing the harms associated with dogs in communities. Auckland Council's Animal Management division publishes selected high-level statistics related to it's dog control practices, but an examination of the underlying raw data in combination with data from it's annual reports reveals troubling trends for some of the most important metrics. The rate of attacks, impounds, and euthanasia of impounded dogs are all increasing due to an explosion in the dog population and a stretched shelter system. Attack rates are highest in South Auckland, and several breeds are over-represented in negative statistics.
1111
number-sections: true
12-
key-points:
13-
- Key points.
1412
bibliography: references.bib
13+
csl: ama.csl
1514
---
1615

17-
## Executive Summary
16+
## Key Points
1817

19-
Over the last 10 years: - Auckland's dog population has increased by 14.5%, and most of this growth has occurred since FY2020. - Registration and desexing rates have fallen, while the proportion of dogs classified as menacing has doubled to 1 in 20. - Dog attack rates have almost doubled from 6 to 10 attacks for every 1,000 dogs. - Impound rates reduced but then increased to the second highest ever in FY 2025. - Euthanasia rates of impounded dogs have risen from 22% to 60%, mostly due to failed temperament tests and full shelters. - A small number of breeds have become disproportionately represented in attacks and impounds. - Local Boards in South Auckland have experienced lower rates of registration and desexing, and higher rates of attacks and impounds.
18+
Over the last 10 years:
2019

21-
## Introduction
20+
- Auckland's dog population has increased by 14.5%, mostly since FY2020.
21+
- Registration and desexing rates have fallen, while the proportion of 'menacing' dogs has doubled to 1 in 20.
22+
- Dog attack rates have almost doubled from 6 to 10 attacks for every 1,000 dogs.
23+
- Impound rates in FY2025 are the second highest ever.
24+
- Euthanasia rates of impounded dogs have risen from 22% to 60%, mostly due to failed temperament tests and full shelters.
25+
- A small number of breeds are over-represented in attacks and impounds.
26+
- Local Boards in South Auckland have experienced lower rates of registration and desexing, and higher rates of attacks and impounds.
2227

23-
The Dog Control Act 1996 [@departmentofinternalaffairs1996] defines the obligations of dog owners and the functions, duties, and powers of territorial authorities with respect to implementing and enforcing the Act. Auckland Council is responsible for enforcing the Act in Auckland, New Zealand's largest city, and the surrounding Auckland Region. It's Dog Management Bylaw 2019 [@aucklandcouncil2025] and Policy on Dogs 2019 have both recently been updated. Auckland Council's Animal Management division has around 150 permanent staff, including five area-based field teams (Central, East, North, South and West), a regional Barking and Registration team, a Proactive team, four animal shelters (Henderson, Manukau, Silverdale, and Pukekohe), a Veterinary Services team, and management, legal, and operation support staff.
28+
## Introduction
2429

2530
Four fatal dog attacks in New Zealand in the last four years have highlighted the increase in roaming and aggressive dogs in communities across the country.
2631

@@ -29,7 +34,11 @@ Four fatal dog attacks in New Zealand in the last four years have highlighted th
2934
- Timothy Tu'uaki Rolleston-Bryan, a four-year-old boy, died in March 2025 following an attack on a Katikati property [@womanch2026].
3035
- Mihiata Te Rore died following an attack by three dogs while visiting a property in Kaihu, Northland, in February 2026 [@anonymous2026].
3136

32-
As part of the Dog Control Act 1996, territorial authorities are required to collect and publish data relating to dog control policies and practices. However, the data reported by Auckland Council's Animal Management division in it's annual reports is only a high-level summary of the full dataset. I made a request under the Local Government Official Information and Meetings Act 1987 [@departmentofinternalaffairs1987] on 20 November 2025 for the full dataset compiled by the Council, which was fulfilled on 18 December 2025 (request #8140017948). The raw data is available as an R package called `akldogs`[@saunders2026], and the data is also available as cleaned .csv files in the package's GitHub repository. Below is an exploration of the complete dataset in an attempt to understand Auckland's dog population and it's management.
37+
Recent media reports have drawn attention to dog attacks on other animals: from packs of roaming dogs killing sheep and calves in Northland [@anonymous2022], to the killing of dozens of pets in an Auckland suburb [@walton2024]. Blind Low Vision NZ is no longer placing guide dogs in certain South Auckland areas due to the high rates of dog attacks on guide dogs and their handlers [@anonymous2025a]. Residents in South Auckland communities report living in fear [@afemata2025], with elderly residents afraid to leave their homes, and children missing school for fear of encountering roaming aggressive dogs on their way to school, or within school grounds [@paddygower2025].
38+
39+
The Dog Control Act 1996 [@departmentofinternalaffairs1996] defines the obligations of dog owners, which include registering their dog, controlling their dog at all times, and ensuring their dog "does not injure, endanger, intimidate, or otherwise cause distress to any person." The Act also lays out the functions, duties, and powers of territorial authorities, which include minimising the dangers presented by dogs in the community and ensuring the public can "use streets and public amenities without fear of attack or intimidation by dogs." Auckland Council's approach to dog control is set out in it's Dog Management Bylaw [@aucklandcouncil2025a] and Policy on Dogs [@aucklandcouncil2025b]. Auckland Council's Animal Management division has around 150 permanent staff, including five area-based field teams (Central, East, North, South and West), a regional Barking and Registration team, a Proactive team, four animal shelters (Henderson, Manukau, Silverdale, and Pukekohe), a Veterinary Services team, and management, legal, and operational support staff.
40+
41+
Territorial authorities are required to collect and publish data relating to dog control policies and practices. Auckland Council's Animal Management division publishes a high-level summary of selected data in it's annual reports. I made a request under the Local Government Official Information and Meetings Act 1987 [@departmentofinternalaffairs1987] on 20 November 2025 for the full dataset compiled by the Council, which was fulfilled on 18 December 2025 (request #8140017948). The raw data is available as an R package called `akldogs`[@saunders2026], and the data is also available as cleaned .csv files in the package's [GitHub repository](https://github.com/tesaunders/akldogs/tree/main/data-raw). I also compiled data from Auckland Council Animal Management annual reports going back to FY2016, and this data can be found [here](/data). Below is an exploration of both data sources to understand Auckland's dog population and it's management.
3342

3443
## Auckland Dog Population
3544

@@ -97,7 +106,7 @@ A Spearman rank correlation analysis showed that Local Boards with high current
97106

98107
{{< embed notebooks/data-analysis.qmd#spearman >}}
99108

100-
Boards differed in rates of desexing and classified dogs.
109+
Local Boards differed in rates of desexing and classified dogs.
101110

102111
{{< embed notebooks/mapping.qmd#map-desex >}}
103112

0 commit comments

Comments
 (0)