Data quality statement (2022-23)
The data quality statement outlines key characteristics relating to the quality of the NSW waste and recycling performance data (the dataset) for the 2022–23 financial year. It is designed to provide users with the information they need to judge whether the dataset is fit for their intended purpose.
Data sources
The primary source for the dataset is data collected under legislation through the NSW EPA’s Waste and Resource Reporting Portal (WARRP). Scheduled waste facilities are required to provide a waste contribution monthly report (WCMR) or an annual waste report (AWR) under the Protection of the Environment Operations (Waste) Regulation 2014 (Waste Regulation).[1]
Table 1 shows the number and type of facilities that reported against each report type.
Table 1 Number and type of facilities reporting, by report type [2]
Period |
Number of facilities reporting by WCMR |
Number of facilities reporting by AWR |
||
---|---|---|---|---|
- |
Landfills |
Recovery/Transfer facilities |
Landfills |
Recovery/Transfer facilities |
2015–16 |
70 |
122 |
262 |
23 |
2016–17 |
69 |
139 |
251 |
31 |
2017–18 |
69 |
158 |
242 |
36 |
2018–19 |
68 |
168 |
240 |
37 |
2019–20 |
67 |
174 |
234 |
39 |
2020–21 |
63 |
178 |
225 |
37 |
2021–22 |
63 |
191 |
227 |
37 |
2022-23 |
61 |
178 |
217 |
39 |
Facilities report on tonnes received by:
- levy area
- waste stream
- waste type
- source (monthly-reporters only).
Facilities report on tonnes transported by:
- levy area (monthly-reporting landfills only)
- waste stream
- waste type
- destination (fate).
All facilities that are subject to paying the waste levy (i.e. those facilities which submit WCMRs) are required to weigh waste in and out of their site using a weighbridge, and most of the key annual-reporting resource recovery facilities also use weighbridges.
Table 2 shows the proportion (by weight) of waste disposed of and recycled that originated from non-WARRP data.
Table 2 Percentage of total tonnages used from non-WARRP data sources
Period | Non-WARRP data | Out-of-period data | ||
---|---|---|---|---|
- |
Disposal | Recycling | Disposal | Recycling |
2015–16 |
0% |
5%[3] |
0% |
15%[4] |
2016–17 |
0% |
8%[5] |
0% |
<1% |
2017–18 |
0% |
9% |
0% |
0% |
2018–19 |
0% |
8%[6] |
0% |
0% |
2019–20 |
0% |
9%[7] |
0% |
0% |
2020-21 |
0% |
10%[8] |
0% |
0% |
2021–22 |
0% |
10%[9] |
0% |
0% |
2022-23 |
0% |
11% [10] |
0% |
0% |
Where WARRP data was not available, the following secondary sources were used:
- recycling data requested from scheduled waste facilities that were not reporting in the WARRP
- estimates of recycling by other scheduled waste facilities that were not reporting in the WARRP, using Environment Protection Licence information
- waste export summary, Australian Government Department of Climate Change, Energy, the Environment and Water (or IHS Markets pre 2022-23)
- consultant reports on plastics recycling, commissioned by the EPA.
There were four facilities that submitted waste reports after the processing of the dataset. These have been excluded from the 2022-23 dataset. These facilities represent less than 0.01% of waste generated and do not materially impact the results.
Data reliability and validity
The dataset is a reliable and valid estimation of recycling, waste disposal, waste diversion and waste generation activity within NSW. The following measures and controls are in place to ensure the quality of the dataset:
- The WARRP data is subject to auditing by the EPA’s audit team, which checks facility reports against the facility’s weighbridge records. Facilities are identified for auditing based on periodic risk assessments.
- The NSW waste regulatory framework actively supports the collection of reliable waste data by mandating reporting requirements, limiting stockpiles to ensure the material is moved through the waste system productively, and mandating the use of weighbridges to accurately measure waste flows for all levy-liable facilities.
- It is an offence for facilities to provide false and misleading information under Section 66 (2) of the Protection of the Environment Operations Act 1997 (POEO Act).
- The dataset calculations were subject to an extensive internal quality review.
- The method and assumptions applied to the dataset have been independently and objectively peer reviewed by the following independent consultants:
- Analytecon
- Arcadis
- Blue Environment.
Summary of peer review findings
The independent peer reviews reported that the method:
- is fit for purpose to estimate waste generation, recycling, disposal and diversion in NSW
- ensures comprehensive coverage of recycling and disposal waste flows in NSW
- effectively manages issues of double counting
- has been applied consistently across waste types and waste streams.
The reviews made the following recommendations:
- ensure transparency – all key assumptions and inclusions/exclusions should be clearly identified
- quantify the impact of assumptions to allow users to make their own adjustments as required.
These recommendations have been addressed through publishing this Data Quality Statement and the calculation method.
Data consistency
The method and assumptions used to develop this dataset are different to those used in WARR progress reports published prior to 2015–16. This improved methodology means the latest dataset cannot be compared to waste data prior to 2015–16 as this data was collected using an inferior method.
The municipal solid waste (MSW) component of the dataset is not comparable to Local Government WARR Survey datasets due to methodological differences. These differences include:
- The Local Government WARR Survey dataset includes only household data (i.e. residential kerbside, clean-up and drop-off) whereas this dataset also includes other council waste.
- This dataset likely includes waste generated from interstate and overseas sources, whereas the Local Government WARR Survey should only include waste generated within NSW.
- The methods that some councils use to calculate waste disposed and waste recycled can differ from the method used for this dataset. For instance, if a council in the non-levied area (NLA) receives organics at its landfill and uses this waste for landfill capping or other operational purposes, some councils count this as recycled waste, whereas this dataset counts this waste as ‘disposed of’.
This dataset is also not comparable with NSW data in the National Waste Report 2024 or earlier national waste reports because:
- The recycling data in the National Waste Report 2018 or earlier was based on the previous NSW methodology.
- The national waste reports include an estimate of energy recovery from landfill gas, whereas this dataset does not.
- The data included in the National Waste Report versions published prior to 2024 did not include virgin excavated natural material (VENM) or soil in either disposal or recycling. Virgin excavated natural material (VENM) and soil has been included in the National Waste Report 2024. (Table 3 outlines the effect of counting recycled VENM and soil in the dataset.)
Table 3 Quantity of VENM and soil in Waste Recycled, tonnes per waste stream
Period | MSW | C&I | C&D |
---|---|---|---|
2015–16 |
- |
- |
1,435,000 |
2016–17 |
- |
- |
1,744,000 |
2017–18 |
- |
- |
1,860,000 |
2018–19 |
- |
- |
2,575,000 |
2019–20 |
- |
- |
2,041,000 |
2020–21 |
- |
- |
2,068,000 |
2021–22 |
- |
- |
2,004,000 |
2022-23 |
- |
- |
2,264,000 |
Improved data coverage
Identifying and eliminating double-counting in the dataset
Facilities are required to report on waste transported from site under the following classifications:
- transported for disposal
- transported for recycling to another licensed waste facility in NSW [11]
- transported for recycling to an unspecified facility or location (intrastate, interstate or overseas)
- transported under a Resource Recovery Order specification.
Waste recycled was calculated as the sum of (b.) where the receiving facility did not report in the WARRP, (c.) and (d.).
Waste may be transferred between facilities or sorted at one facility and processed at another. To reduce the risk of inflating (double counting) values in the dataset, waste is excluded for transactions where waste is sent from one licenced facility and received at another licenced facility where both report in the WARRP. Had the data not been excluded, 3.6 million tonnes of waste passing through more than one facility would have been included in 2022-23 data.
Ensuring comprehensive coverage of recovery facilities
Resource recovery facilities outside the regulated area [12] are not required by legislation to report to the EPA [13]. Additionally, the WARRP did not have full coverage of metals recycling facilities for the reporting periods. To ascertain waste recycled at facilities which did not report in the WARRP, data was requested directly from these facilities when the data was expected to be significant, or informed estimates were made using administrative data, including information from Environment Protection Licences.
Managing imports and exports of waste
It is known that some resource recovery facilities source waste from interstate and overseas, and some disposal facilities source waste from interstate. However, the WARRP reporting templates do not capture the quantity of waste received from interstate and overseas sources, and facilities were likely recording this data as originating from the NLA. Better data capture on interstate and overseas sources may lead to exclusion of this data from future datasets.
Waste transported interstate and overseas for recycling is assumed in the method to be 100% recycled as it is difficult to ascertain what happens to the waste once it leaves the NSW jurisdiction. Waste transported interstate and overseas for recycling is outlined for each waste category in Table 4a and 4b respectively.
Table 4a Waste transported interstate for recycling, by waste type category [14]
Waste category | Tonnes transported interstate for recycling | ||||||
---|---|---|---|---|---|---|---|
- | 2016–17 | 2017–18 | 2018–19 | 2019–20 | 2020-21 | 2021–22 | 2022-23 |
Glass |
59,000 |
71,000 |
59,000 |
124,000 |
107,000 |
101,000 |
71,000 |
Organics |
2,000 |
10,000 |
26,000 |
94,000 |
47,000 |
88,000 |
5,000 |
Paper or cardboard |
319,000 |
458,000 |
429,000 |
418,000 |
421,000 |
391,000 |
431,000 |
Plastics |
6,000 |
3,000 |
3,000 |
20,000 |
12,000 |
15,000 |
25,000 |
Masonry |
48,000 |
18,000 |
8,000 |
6,000 |
- |
- |
18,000 |
Metals |
8,000 |
9,000 |
9,000 |
7,000 |
7,000 |
8,000 |
45,000 |
Other recyclables[15] |
663,000 |
904,000 |
801,000 |
327,000 |
144,000 |
106,000 |
135,000 |
Total |
1,103,000 |
1,473,000 |
1,334,800 |
995,600 |
733,500 |
709,000 |
730,000 |
Total as a % of total |
9% |
11% |
9% |
7% |
5% |
5% |
5% |
Table 4b Waste transported overseas for recycling, by waste type category [14]
Waste category | Tonnes transported overseas for recycling | ||||||
---|---|---|---|---|---|---|---|
- |
2016–17 | 2017–18 | 2018–19 | 2019–20 | 2020–21 | 2021–22 | 2022-23 |
Glass |
16,000 |
8,000 |
1,000 |
6,000 |
- |
- |
- |
Organics |
- |
- |
- |
- |
- |
- |
- |
Paper or cardboard |
402,000 |
420,000 |
476,000 |
503,000 |
445,000 |
377,000 |
245,000 |
Plastics |
55,000 |
57,000 |
53,000 |
40,000 |
53,000 |
40,700 |
29,000 |
Masonry |
- |
- |
- |
- |
- |
- |
- |
Metals |
336,000 |
440,000 |
478,000 |
531,000 |
494,000 |
429,000 |
353,000 |
Other recyclables[16] |
55,000 |
39,000 |
93,000 |
68,000 |
79,000 |
75,000 |
127,000 |
Total |
867,000 |
962,000 |
1,101,400 |
1,147,900 |
1,061,100 |
929,200 |
755,000 |
Total as a % of total |
7% |
7% |
8% |
8% |
7% |
6% |
5% |
Increasing granularity
Generally, increased granularity in the dataset decreases the data quality. Hence, data has been aggregated into waste categories rather than detailed waste types as per previous WARR progress reports. Specific issues are outlined below.
Waste stream
Facilities did not always identify the waste stream for waste received and transported [17]. Table 5 shows the proportion of waste reported as the Unknown waste stream, therefore requiring allocation to the MSW, Commercial and Industrial (C&I) and Construction and Demolition (C&D) waste streams. Further information on the waste stream allocation is provided in the EPA document Calculation Method for Waste Generation, Recycling and Diversion (PDF 100KB).
Table 5 Proportion (by weight) of received and transported waste reported as Unknown waste stream
Period | % of received waste | % of transported waste |
---|---|---|
2015–16 |
3% |
30% |
2016–17 |
6% |
34% |
2017–18 |
4% |
30% |
2018–19 |
4% |
16% |
2019–20 |
3% |
16% |
2020–21 |
1% |
17% |
2021–22 |
2% |
19% |
2022-23 |
2% |
18% |
Some facilities were identified as having incorrectly reported the waste stream for waste received. Table 6 shows the effect on each waste stream by adjustments made to the reported waste streams for waste received.
Table 6 Percentage change in tonnage of waste received after adjustment - per waste stream
Period | MSW | C&I | C&D |
---|---|---|---|
2015–16 |
+8% |
-9% |
<1% |
2016–17 |
+7% |
-6% |
>-1% |
2017–18 |
+10% |
-9% |
>-1% |
2018–19 |
+12% |
-11% |
>-1% |
2019–20 |
+10% |
-10% |
<1% |
2020–21 |
+10% |
-10% |
<1% |
2021–22 |
+12% |
-11% |
+2% |
2022-23 |
+9% |
-13% |
+9% |
Facility reporting on levy area contained some irregularities, especially the likelihood that waste sourced from interstate and overseas is reported as NLA data. There are likely some errors in the dataset due to facilities reporting levy area as the area in which the facility is located rather than the source of the waste.
Data security
The EPA values the data provided by the NSW waste industry and makes significant efforts to ensure the protection of facility-level data. The method ensures that facility-level data cannot be identified. Facility-level data is protected from disclosure under Section 319 of the POEO Act as it is considered to be commercially sensitive.
[1] Facilities licensed under the Protection of the Environment Operations Act 1997 to manage levy-liable waste facilities (i.e. landfills, waste recycling facilities, waste storage, and waste transfer facilities) must submit WCMRs. Licensed waste facilities that are not required to pay the levy, as well as landfills not located within the regulated area of NSW (i.e. the area which the waste levy applies to), are required to submit an AWR.
[2] Some facilities provide both types of reports (i.e. landfills located outside the regulated area that receive waste from both the regulated area and the non-regulated area). This table does not include facilities that provided nil returns (i.e. no waste was received or transported within the period).
[3] Of the non-WARRP data, 48% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2015–16), 31% was used to calculate organics recycling (composters in the non-levied area are not required to report under the Waste Regulation) and 15% was used to calculate plastics recycling (only a limited number of plastics recyclers and processors were reporting in the WARRP in 2015–16).
[4] Of the out-of-period data (data collected outside of the 2015-16 FY but used to fill a data gap), 63% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2015–16), and 22% was used to calculate organics recycling (some data was not available for a major composter for the 2015–16 period).
[5] Of the non-WARRP data, 65% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2016–17), 24% was used to calculate organics recycling (composters in the non-levied area are not required to report under the Waste Regulation) and 8% was used to calculate plastics recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2016–17).
[6] Of the non-WARRP data, 70% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2018–19), 10% was used to calculate organics recycling (composters in the non-levied area are not required to report under the Waste Regulation) and 13% was used to calculate plastics recycling (only a limited number of plastics recyclers and processors were reporting in the WARRP in 2018–19).
[7] Of the non-WARRP data, 77% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2019–20), 7% was used to calculate organics recycling (composters in the non-levied area are not required to report under the Waste Regulation) and 7% was used to calculate plastics recycling (only a limited number of plastics recyclers and processors were reporting in the WARRP in 2019–20).
[8] Of the non-WARRP data, 79% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2020–21), 11% was used to calculate organics recycling (composters in the non-levied area are not required to report under the Waste Regulation) and 6% was used to calculate plastics recycling (only a limited number of plastics recyclers and processors were reporting in the WARRP in 2020–21).
[9] Of the non-WARRP data, 77% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2021–22), 11% was used to calculate organics recycling (composters in the non-levied area are not required to report under the Waste Regulation) and 8% was used to calculate plastics recycling (only a limited number of plastics recyclers and processors were reporting in the WARRP in 2021–22).
[10] Of the non-WARRP data, 80% was used to calculate metals recycling (only a limited number of metals recyclers and processors were reporting in the WARRP in 2022–23), 10% was used to calculate organics recycling (composters in the non-levied area are not required to report under the Waste Regulation), 7% was used to calculate plastics recycling (only a limited number of plastics recyclers and processors were reporting in the WARRP in 2022–23), and 2% was used to calculate recycling for a nominal amount of ‘other materials’ (data extracted from waste export summary, Department of Climate Change, Energy, the Environment and Water).
[11] For WCMRs only, facilities had to specify the destination facility.
[12] The regulated area refers to the regions that are subject to the waste levy. Further information can be found here: Levy regulated area and levy rates (nsw.gov.au).
[13] This had the largest impact on organics recycling data, as several large composters operate outside the regulated area. Several small Material Recovery Facilities (MRFs) also operate outside the regulated area to process commingled recyclables, however it was assumed that the majority of this recycling data is captured at an end processor reporting in the WARRP (e.g. a paper mill) or at co-located council landfills (which are required to report in the WARRP).
[14] This data may differ from other published figures on waste exported from NSW. These discrepancies are primarily due to differences in the waste types which are included in each waste type category and differences in the definition of ‘waste’.
[15] The data for ‘other recyclables’ recovered interstate includes mixed waste reported by facilities to be transported interstate for recycling.
[16] The data for ‘other recyclables’ recovered overseas includes E-waste, residues or rejects, textiles, rags and tyres. Where available these values are based on data reported in the WARRP. For 2022-23 this was supplemented with data available in the Waste export summary published by the Australian Government Department of Climate Change, Energy, the Environment and Water. The value for 2022-23 is higher than previous years due to the increased data availability and completeness.
[17] While the recycling data was based on transported waste, the received waste streams were used to reallocate the Unknown waste stream for waste transported and in calculation of Waste Disposed.