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Single Case Research Methodology

Single Case Research Methodology

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In this anticipated new edition of Single Case Research Methodology, David L. Gast and Jennifer R. Ledford detail why and how to apply standard principles of single case research methodology to one’s own research or professional project. Using numerous and varied examples, they demonstrate how single case research can be used for research in behavioral and school psychology, special education, speech and communication sciences, language and literacy, occupational therapy, and social work.

This thoroughly updated new edition features two entirely new chapters on measurement systems and controversial issues in single subject research, in addition to sample data sheets, graphic displays, and detailed guidelines for conducting visual analysis of graphic data. This book will be an important resource to student researchers, practitioners, and university faculty who are interested in answering applied research questions and objectively evaluating educational and clinical practices.

TABLE OF CONTENTS

Chapter 1 | 18  pages, applied research in education and behavioral sciences, chapter 2 | 12  pages, scientific research in educational and clinical settings, chapter 3 | 19  pages, ethical principles and practices in research, chapter 4 | 35  pages, writing tasks, chapter 5 | 20  pages, general factors in measurement and evaluation, chapter 6 | 19  pages, replication, chapter 7 | 30  pages, dependent measures and measurement systems, chapter 8 | 22  pages, visual representation of data, chapter 9 | 35  pages, visual analysis of graphic data, chapter 10 | 40  pages, withdrawal and reversal designs, chapter 11 | 46  pages, multiple baseline and multiple probe designs, chapter 12 | 49  pages, comparison designs, chapter 13 | 31  pages, combination and other designs, chapter 14 | 20  pages, controversial and critical issues in single case research.

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single case research methodology 3rd edition pdf

3rd Edition

Single Case Research Methodology Applications in Special Education and Behavioral Sciences

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Single Case Research Methodology, 3 rd Edition presents a thorough, technically sound, user-friendly, and comprehensive discussion of single case research methodology. This book can serve as a detailed and complex reference tool for students, researchers, and practitioners who intend to conduct single case research design studies; interpret findings of single case design studies; or write proposals, manuscripts, or reviews of single case methodology research. The authors present a variety of single case research studies with a wide range of participants, including preschoolers, K-12 students, university students, and adults in a variety of childcare, school, clinical, and community settings, making the book relevant across multiple disciplines in social, educational, and behavioral science including special and general education; school, child, clinical, and neuropsychology; speech, occupational, recreation, and physical therapy; and social work.

Table of Contents

Jennifer R. Ledford is an Assistant Professor in the Department of Special Education at Vanderbilt University. David L. Gast is Professor Emeritus of Special Education in the Department of Communication Science and Special Education at the University of Georgia.

Critics' Reviews

" Single Case Research Methodology continues to be the authoritative text in this subject area, and this new edition provides additional chapters in contemporary areas of single case research methods. Clear writing and multiple applied examples make this a perfect text for graduate students across disciplines who are learning about single case design research. The expanded sections on visual analysis and straightforward applications to specific research designs will be very helpful for students. I look forward to adopting this new version in the future and incorporating the many updates into my courses." —Brian Reichow, Associate Professor, University of Florida, USA

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single case research methodology 3rd edition pdf

Single Case Research Methodology: Applications in Special Education and Behavioral Sciences (3rd Edition) – eBook

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  • Authors: David L. Gast, Jennifer R Ledford
  • File Size: 15 MB
  • Format: PDF
  • Length: 423 Pages
  • Publisher: Routledge; Third edition
  • Publication Date: January 22, 2018
  • Language: ‎English
  • ASIN: B07954VQRD
  • ISBN-10: 1138557110, 1351366858, 1138557137
  • ISBN-13: 9781138557116, 9781315150666, 9781351366861, 9781138557130, 9781351366854

$ 227.00 Original price was: $227.00. $ 19.00 Current price is: $19.00.

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David l. gast, jennifer r ledford.

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Single Case Research Methodology, 3 rd Edition (PDF) provides a comprehensive and user-friendly discussion of single case research methodology. This ebook is an invaluable reference tool for students, researchers, and practitioners in various disciplines, including special education, behavioral science, and social work.

The authors present a wide range of single case research studies involving diverse participants, such as preschoolers, K-12 students, university students, and adults. These studies take place in various settings, including childcare, schools, clinics, and communities. As a result, the book is applicable to multiple fields within social, educational, and behavioral sciences.

If you are looking to conduct single case research design studies, interpret findings of single case design studies, or write proposals, manuscripts, or reviews in this area, this ebook is an excellent resource.

ISBNs: 978-1138557116, 978-1138557130, 978-1351366854, 978-1315150666, 978-1351366861

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Single Case Research Methodology: Applications in Special Education and Behavioral Sciences 2nd Edition

In this anticipated new edition of Single Case Research Methodology, David L. Gast and Jennifer R. Ledford detail why and how to apply standard principles of single case research methodology to one’s own research or professional project. Using numerous and varied examples, they demonstrate how single case research can be used for research in behavioral and school psychology, special education, speech and communication sciences, language and literacy, occupational therapy, and social work.

This thoroughly updated new edition features two entirely new chapters on measurement systems and controversial issues in single subject research, in addition to sample data sheets, graphic displays, and detailed guidelines for conducting visual analysis of graphic data. This book will be an important resource to student researchers, practitioners, and university faculty who are interested in answering applied research questions and objectively evaluating educational and clinical practices.

  • ISBN-10 0415827914
  • ISBN-13 978-0415827911
  • Edition 2nd
  • Publisher Routledge
  • Publication date March 23, 2014
  • Language English
  • Dimensions 7.25 x 1 x 10.25 inches
  • Print length 438 pages
  • See all details

Editorial Reviews

About the author.

David L. Gast is Professor of Special Education in the Department of Communication Science and Special Education at the University of Georgia, USA.

Jennifer R. Ledford is Assistant Professor of Special Education in the Department of Special Education, Peabody College, Vanderbilt University, USA.

Product details

  • Publisher ‏ : ‎ Routledge; 2nd edition (March 23, 2014)
  • Language ‏ : ‎ English
  • Paperback ‏ : ‎ 438 pages
  • ISBN-10 ‏ : ‎ 0415827914
  • ISBN-13 ‏ : ‎ 978-0415827911
  • Item Weight ‏ : ‎ 1.75 pounds
  • Dimensions ‏ : ‎ 7.25 x 1 x 10.25 inches
  • #783 in Medical Psychology Research
  • #815 in Popular Psychology Research
  • #1,120 in Special Education (Books)

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single case research methodology 3rd edition pdf

Single Case Research Methodology 3rd Edition Applications in Special Education and Behavioral Sciences

Cover image: Single Case Research Methodology 3rd edition 9781138557130

  • Author(s) Jennifer R. Ledford, David L. Gast
  • Publisher Routledge

Print ISBN 9781138557130, 1138557137

Etext isbn 9781351366854, 1351366858.

  • Edition 3rd Newer Edition Available
  • Copyright 2018
  • Available from R 2651.05 ZAR SKU: 9781351366854

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Single Case Research Methodology: Applications in Special Education and Behavioral Sciences 3rd Edition is written by Jennifer R. Ledford, David L. Gast and published by Routledge. The Digital and eTextbook ISBNs for Single Case Research Methodology are 9781351366854, 1351366858 and the print ISBNs are 9781138557130, 1138557137. Save up to 80% versus print by going digital with VitalSource. Additional ISBNs for this eTextbook include 9781138557116, 9781315150666, 9781351366847, 9781351366861.

  • Corpus ID: 60659142

Single-Case Research Designs: Methods for Clinical and Applied Settings

  • Published 9 February 2010

2,699 Citations

Single-case experimental designs. evaluating interventions in research and clinical practice., integrating routine clinical interventions with single-case methodology: parallels, differences and bridging strategies, enhancing the scientific credibility of single-case intervention research: randomization to the rescue., single case designs in clinical practice: a contemporary cbs perspective on why and how to, special issue on advances in single-case research design and analysis, single-case design, analysis, and quality assessment for intervention research., single-case experimental designs: reflections on conduct and analysis, single-case experimental designs to evaluate novel technology-based health interventions.

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Single Case Research Methodology 3rd edition

Applications in special education and behavioral sciences.

Single Case Research Methodology 3rd edition 9781351366861 1351366866

Jennifer R Ledford , David L Gast

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Single Case Research Methodology (3rd edition)

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Full Title:Single Case Research Methodology: Applications in Special Education and Behavioral Sciences
Edition:3rd edition
ISBN-13:978-1351366861
Format:ebook
Publisher:Routledge (1/19/2018)
Copyright:2018
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Publisher Description

Single Case Research Methodology, 3rd Edition presents a thorough, technically sound, user-friendly, and comprehensive discussion of single case research methodology. This book can serve as a detailed and complex reference tool for students, researchers, and practitioners who intend to conduct single case research design studies; interpret findings of single case design studies; or write proposals, manuscripts, or reviews of single case methodology research. The authors present a variety of single case research studies with a wide range of participants, including preschoolers, K-12 students, university students, and adults in a variety of childcare, school, clinical, and community settings, making the book relevant across multiple disciplines in social, educational, and behavioral science including special and general education; school, child, clinical, and neuropsychology; speech, occupational, recreation, and physical therapy; and social work.

Table of Contents

1. Research Approaches in Applied Settings 2. Ethical Principles and Practices in Research 3. Writing Tasks: Literature Reviews, Research Proposals, and Final Reports 4. Replication 5. Dependent Variables, Measurement, and Reliability 6. Independent Variables, Fidelity, and Social Validity 7. Visual Representation of Data 8. Visual Analysis of Graphic Data 9. Withdrawal and Reversal Designs 10. Multiple Baseline and Multiple Probe Designs 11. Comparative and Other Designs 12. Combination and Other Designs 13. Evaluating Quality and Rigor in Single Case Research 14. Synthesis and Meta-analysis of Single Case Research

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Ledford, J. R., & Gast, D. L. (Eds.). (2018). Single case research methodology (3rd ed.). Routledge.

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TitleSingle case research methodology
Edition3
Editor(s)Jennifer R. Ledford, David L. Gast
Year of publication2024
PublisherRoutledge
City of publicationLondon, England
ISBN9781138557130

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Europe’s air quality status 2024, key messages.

  • Despite ongoing overall improvements in air quality, current EU standards are still not met across Europe.   
  • 96% of the EU’s urban population is exposed to unsafe concentrations of fine particulate matter (PM 2.5 ).
  • The new EU air quality standards introduced in the revised ambient air quality directive — proposed to come into force in 2030 — are more ambitious than the current ones.

This briefing is one in a series to be published by the EEA as part of the Air quality in Europe 2024 package.

It assesses concentrations of air pollutants in ambient air across Europe, comparing them against current EU standards and the 2021 WHO global air quality guidelines . The EU standards were set out in the 2004 and 2008 ambient air quality directives .

Under the European Green Deal (EGD)’s zero pollution action plan , the European Commission set the interim 2030 goal of reducing the number of premature deaths caused by fine particulate matter (PM 2.5 , a key air pollutant) by at least 55% compared with 2005 levels. The ultimate objective is for air pollution to have no significant impact on health by 2050. To this end, the Commission published a proposal to review the ambient air quality directives in 2022. Among other things, it aimed to align the air quality standards more closely with WHO recommendations.

Co-legislators agreed to more ambitious EU air quality standards in February 2024. However, they are still less strict for all pollutants than what the WHO outlines in their air quality guideline levels .

In 2022, despite ongoing reductions in emissions , most of the EU’s urban population continued to be exposed to levels of key air pollutants that are damaging to health (see Figure 1). In particular, almost all of the urban population was exposed to concentrations of PM 2.5 above the 2021 WHO annual guideline level of 5µg/m 3 and to concentrations of ozone (O 3 ) above the short-term guideline level of 100µg/m 3 .

Figure 1. Share of the EU urban population exposed to air pollutant concentrations above certain EU standards and WHO guidelines in 2022

single case research methodology 3rd edition pdf

Notes : Exposure above EU standards: the EU urban population is exposed to PM 2.5 annual concentrations above 25µg/m 3 ; PM 10 daily concentrations above 50µg/m 3 for more than 35 days per year; O 3 maximum daily 8-hour mean concentrations above 120µg/m 3 for more than 25 days per year; NO 2 annual concentrations above 40µg/m 3 ; Benzo[a]pyrene (BaP) annual concentrations above 1ng/m 3 ; and sulphur dioxide (SO 2 ) daily concentrations above 125µg/m 3 for more than three days per year. Exposure above WHO guidelines: the EU urban population is exposed to PM 2.5 annual concentrations above 5µg/m 3 ; PM 10 annual concentrations above 15µg/m 3 ; O 3 maximum daily 8-hour mean concentrations exceeding 100µg/m 3 for more than 3-4 days per year; NO 2 annual concentrations above 10µg/m 3 ; BaP annual concentrations above 0.12ng/m 3 ; and SO 2 daily concentrations above 40µg/m 3 for more than three or four days per year. Source : EEA, 2024 .

Methodology

This analysis highlights pollutants deemed most harmful to human health and those that most frequently exceed the current EU air quality standards and WHO guideline levels.

The concentrations are obtained from monitoring station measurements and are officially reported to the EEA by its members and other collaborating countries [1] . The classification of the monitoring stations and the criteria used to determine their inclusion in the analysis are described here . The number of countries that submitted data and the number of monitoring stations with the minimum data coverage required vary for each pollutant. This is summarised in Table 1 for 2022 and Table 2 for 2023. When referring to countries reporting data above certain levels, it means that they reported at least one station with concentrations that surpassed them.

Data for 2022 and 2023 were extracted from the EEA’s reporting system on 5 March 2024.

The analysis for 2022 is based on officially validated data reported by countries. The analysis for 2023 is based on provisional up-to-date (UTD) data. It may change once fully validated data is received by the EEA and more countries are considered. Validated data for 2023 will only be available later in 2024 and will be presented in the 2025 briefing.

Additional information and further analysis are available in the Eionet status reports ETC/HE 2024/3 (Targa et al., 2024a) and ETC/HE 2024/5 (Targa et al., 2024b), prepared by the European Topic Centre on Human Health and the Environment (ETC HE) .

Further information on the concentrations of air pollutants, including those for previous years, can be found at the EEA’s statistics viewer . Data can be downloaded here .

Apart from the measurements from monitoring stations, some countries also reported 2022 official data from modelling applications, which are available from the Air Quality Modelling Viewer . The results from these modelling applications have been included in this analysis where they implied concentrations above the EU standards.

Navigate the tabs for information on each pollutant: 

  • Other pollutants

PM 10 stands for particulate matter with a diameter of 10µm or less. PM 10 is emitted mainly by the combustion of solid fuels for domestic heating, although industrial activities, agriculture and road transport are also important sources. Some also come from natural sources such as sea salt, Saharan dust or volcanoes, and some (secondary PM) form in the atmosphere as a combination of different gases (for instance, ammonia and nitrogen dioxide). Member States can discount the contribution of natural sources to the total concentrations for compliance assessments as these sources are out of their control, but we do not exclude these sources in this status analysis.

Concentrations above the EU daily limit value for PM 10 are seen mainly in Italy and some eastern European countries (Map 1 and Figure 3). In most central and eastern European countries, solid fuels such as coal and wood are widely used for heating households and in some industrial facilities and power plants. The Po Valley in northern Italy is a densely populated and industrialised area with specific meteorological and geographical conditions that favour the accumulation of air pollutants in the atmosphere. Some concentrations are also above the EU daily limit value in southern Spain and the Canary Islands, mainly due to the natural contributions of Saharan dust ( MITECO, 2023 ).

Map 1. Concentrations of PM 10 in 2022 and 2023 in relation to the EU daily limit value

Note: The map shows the 90.4th percentile of the PM 10 daily mean concentrations, representing the 36th-highest value in a complete series. It is related to the PM 10 daily limit value, allowing 35 exceedances of the 50µg/m 3 threshold over one year. Source: EEA’s AQ e-reporting database.

Table 3. Country status for PM 10 in 2022 and 2023

Number of countries/Member States > EU daily limit value (50µg/m )      23/16      15/12
Number of countries/Member States > EU annual limit value (40µg/m )      9/4        6/3  
Number of countries/Member States > WHO daily guideline level (45µg/m ) 37 ( )/27 34 ( )/26
Number of countries/Member States > WHO annual guideline level (15µg/m ) 35 ( )/26 35 ( )/27

Note: ( a ) all the reporting countries; ( b ) all the reporting countries except Estonia and Iceland; ( c ) all the reporting countries except Luxembourg. Source: EEA’s AQ e-reporting database.

Figure 2. Percentage of reporting monitoring stations registering PM 10 concentrations above the EU limit values and the WHO guideline levels in 2022 and 2023

single case research methodology 3rd edition pdf

In 2022, 16% of monitoring stations measured concentrations of PM 10  above the EU daily limit value (Figure 2), 84% of which were urban and 12% suburban.

Furthermore, Italy and Poland reported 2022 exceedances of the PM 10  daily limit value based on  assessment models  for 7 and 13 air quality zones, respectively.

Figure 3.  PM 10  concentrations in 2022 by country in relation to the EU daily limit value

Note:  The figure shows, per country, the concentrations of each reported station; the minimum and maximum concentrations; the median and the 25th and 75th percentiles of all the measurements (90.4th percentile of the PM 10  daily mean concentrations).

PM 2.5 stands for particulate matter with a diameter of 2.5µm or less. These particles are emitted mainly from the combustion of solid fuels for domestic heating, industrial activities and road transport. As with PM 10 , they can also come from natural sources and can form in the atmosphere. For compliance assessments, Member States can discount the contribution of natural sources to the total concentrations as these sources are out of their control, but in this status analysis, we do not exclude them. Agricultural emissions of ammonia significantly contribute to forming fine particulate matter in the atmosphere.

PM 2.5 concentrations above the EU annual limit value were seen in Italy and some eastern European countries (Map 2 and Figure 5). As for PM 10 , solid fuel use is the main reason for the situation in central and eastern Europe, together with an older vehicle fleet. In northern Italy, the high concentrations are due to the combination of a high density of anthropogenic emissions and also meteorological and geographical conditions that favour the accumulation of air pollutants in the atmosphere and the formation of secondary particles.

Map 2. Concentrations of PM 2.5 in 2022 and 2023 in relation to the EU annual limit value and the WHO annual guideline level

Source: EEA’s AQ e-reporting database .

Table 4. Country status for PM 2.5 in 2022 and 2023

Number of countries/Member States > EU annual limit value (25µg/m )         6/3          5/2  
Number of countries/Member States > WHO annual guideline level (5µg/m ) 36 ( )/27 34 ( )/27
Number of countries/Member States > WHO daily guideline level (15µg/m ) 37 ( )/27  35 ( )/27

Notes : ( a ) all the reporting countries, except Iceland; ( b ) all the reporting countries. Source: EEA’s AQ e-reporting database .

Figure 4. Percentage of reporting monitoring stations registering PM 2.5  concentrations above the EU annual limit value and the WHO guideline levels in 2022 and 2023

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In 2022, 2% of monitoring stations registered concentrations of PM 2.5  above the EU annual limit value (Figure 4), 78% of which were urban and 15% suburban. In contrast, 95% of the PM 2.5 reporting stations registered concentrations above the WHO annual guideline level, 76% of which were urban and 20% suburban.

Furthermore, Italy and Poland reported exceedances of the PM 2.5  annual limit value based on  assessment models  for three and one air quality zones, respectively.

Regarding the EU standards related to the Average Exposure Indicator [2] for PM 2.5 , which assesses the general population’s long-term exposure in urban areas, all EU Member States continued to meet the exposure concentration obligation of 20µg/m 3 in 2022, set as a 2015 target under the  ambient air quality directive [3] . Furthermore, for the first time, all Member States [4] met the national exposure reduction target set for 2020.

Figure 5. PM 2.5  concentrations in 2022 by country in relation to the EU annual limit value and the WHO annual guideline level

Note:  The figure shows, per country, the concentrations of each reported station, the minimum and maximum concentrations, the median and the 25th and 75th percentiles of all the measurements (annual mean PM 2.5. concentrations).

Ozone (O 3 ) is a pollutant formed in the atmosphere when heat and light cause chemical reactions between nitrogen oxides and volatile organic compounds (VOCs), including methane (which is also a powerful greenhouse gas ). Emissions of these gases occur from anthropogenic sources and, in the case of VOCs, also biogenic. Ozone is also transported to Europe from other parts of the northern hemisphere and the upper atmosphere. Meteorology plays an important role in forming and dispersing air pollution, and interannual variations in concentrations. This effect is especially significant for ozone.

Map 3. Concentrations of O 3  in 2022 and 2023 in relation to the EU target value

Notes:  The map shows the 93.2nd percentile of the O 3  maximum daily eight−hour mean, representing the 26th-highest value in a complete series. It is related to the O 3  target value. Data are presented here for one year only instead of the average over a three-year period, as stated in the definition of the EU target value for O 3 . Source : EEA’s AQ e-reporting database .

The highest concentrations in 2022 were found in some Mediterranean and central European countries (Map 3 and Figure 7).

Table 5. Country status for O 3  in 2022 and 2023  

Number of countries/Member States > EU target value threshold (120µg/m )      22/18      20/16
Number of countries/Member States > EU long-term objective (120µg/m ) 35 ( )/27 33 ( )/27
Number of countries/Member States > WHO short-term guideline level (100µg/m ) 35 ( )/27 33 ( )/27
Number of countries/Member States > WHO peak season guideline level (60µg/m ) 35 ( )/27 33 ( )/27

Notes : ( a ) all the reporting countries.  The stations in Kosovo, although reported, did not get the minimum data coverage to estimate the relevant ozone statistics. Source : EEA’s AQ e-reporting database .

Figure 6. Percentage of reporting monitoring stations registering O 3  concentrations above the EU target value and the WHO guideline levels in 2022 and 2023

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The long-term EU objective for ozone of 120µg/m 3  was met at 16% of monitoring stations in 2022.

Italy reported exceedances of the O 3  target value for the protection of health based on  assessment models  for three air quality zones. Italy and Poland reported exceedances of the O 3  long-term objective for the protection of health in 9 and 46 air quality zones, respectively.

Figure 7. O 3  concentrations in 2022 by country in relation to the EU target value

Note:  The figure shows, per country, the concentrations of each reported station, the minimum and maximum concentrations, the median and the 25th and 75th percentiles of all the measurements (93.2nd percentile of O 3 maximum daily eight-hour mean). Data are presented here for one year only, not the average over a three-year period as stated in the definition of the EU target value for O 3 .

In 2023, the long-term EU objective for ozone was met at 14% of monitoring stations.

The leading source of nitrogen dioxide (NO 2 ) is road transport, which emits NO 2 close to the ground, mostly in densely populated areas, contributing to population exposure. Other important sources are combustion processes in industry and energy supply.

Concentrations above the annual limit value were found in many Turkish cities and some big cities with a high volume of traffic (Map 4 and Figure 9).

Map 4. Concentrations of NO 2  in 2022 and 2023 in relation to the EU annual limit value and the WHO annual guideline level

Source :   EEA´s AQ e-reporting database .

Table 6. Country status for NO 2  in 2022 and 2023

Number of countries/Member States > EU annual limit value (40µg/m )      11/10      8/8
Number of countries/Member States > EU hourly limit value (200µg/m )      2/1      2/1
Number of countries/Member States > WHO annual guideline level (10µg/m ) 37 ( )/27 34 ( )/27
Number of countries/Member States > WHO daily guideline level (25µg/m ) 37 ( )/27 34 ( )/27

Notes : ( a ) all the reporting countries; ( b ) all the reporting countries, except Kosovo; ( c ): all the reporting countries. The stations from Kosovo, although reported, did not get the minimum data coverage to estimate the NO 2 statistics related to the WHO air quality daily guideline level. Source : EEA’s AQ e-reporting database .

Figure 8. Percentage of reporting monitoring stations registering NO 2  concentrations above the EU limit values and the WHO guideline levels in 2022 and 2023

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In 2022, 2% of monitoring stations registered concentrations of NO 2  above the EU annual limit value (Figure 8), 76% of which were traffic stations. Concentrations above the NO 2 WHO annual guideline level were registered at 74% of all monitoring stations, 45% of which were traffic stations.

Belgium, Italy and Poland reported exceedances of the NO 2  annual limit value based on  assessment models  for three, two and four air quality zones, respectively.

Figure 9. NO 2  concentrations in 2022 by country and in relation to the EU annual limit value and the WHO annual guideline level

Note:  The figure shows, per country, the concentrations of each reported station, the minimum and maximum concentrations, the median and the 25th and 75 th percentiles of all the measurements (annual mean NO 2 concentrations).

In 2023, 1% of monitoring stations registered concentrations of NO 2  above the annual limit value, all of which were traffic stations. 68% of monitoring stations registered concentrations above the WHO annual guideline level, 46% of which were traffic stations.

Benzo(a)pyrene (BaP)  is a carcinogenic pollutant emitted mainly from the combustion of coal and wood for heating and, to a lesser extent, from industrial installations and the combustion of agricultural waste.

The highest concentrations  were found in Italy and eastern Europe (Map 5 and Figure 10), where the use of coal and other solid fuels for residential heating is widespread.

Map 5. Concentrations of BaP in 2022

Source: EEA’s AQ e-reporting database

Country status for BaP in 2022: 12 out of 27 reporting countries, all of which were EU Member States, registered values above 1.0 ng/m 3 . Concentrations above 1.0 ng/m 3  were registered at 25% of the reported monitoring stations, the majority of which were urban (78%) or suburban (18%). Greece and Poland reported exceedances of the BaP target value based on  assessment models  for one and 32 air quality zones, respectively.

Figure 10. BaP concentrations in 2022 by country

Note:  The figure shows, per country, the concentrations of each reported station, the minimum and maximum concentrations, the median and the 25th and 75th percentiles of all the measurements (annual mean BaP concentrations).

Country status for  sulphur dioxide (SO 2 )  in 2022:

  • 4 out of 37 reporting countries (Bosnia and Herzegovina, Türkiye, North Macedonia and Serbia) — none of them EU Member States — registered levels above the EU daily limit value of 125µg/m 3 ;
  • 17 countries, including nine EU Member States, registered values above the WHO daily guideline level of 40µg/m 3 [5] .

In 2022, 1% of reporting monitoring stations registered concentrations above the EU daily limit value and 6% of stations registered concentrations above the WHO daily guideline level.

In 2023, 11 reporting stations outside the EU (nine in Bosnia and Herzegovina and two in North Macedonia) registered concentrations of SO 2  above the EU daily limit value. In the same year, concentrations above the WHO daily guideline level were registered in 13 countries (including 10 EU Member States) out of 33 reporting countries.

Concentrations above the corresponding EU limit or target values were also registered in 2022 for the following pollutants:

  • carbon monoxide (CO) at one station, located in the non-EU Member State of Serbia, out of 35 reporting countries;
  • for benzene and lead, no stations reported concentrations above EU annual limit values in the 28 and 30 reporting countries, respectively. Italy reported exceedances of the benzene annual limit value based on  assessment models  for one air quality zone;
  • arsenic in six stations across three EU Member States (Belgium, Finland and Poland, with two stations each) out of 29 reporting countries. Poland reported exceedances of the arsenic annual target value based on  assessment models  for two air quality zones;
  • cadmium at one station, located in the EU Member State of Bulgaria, out of 30 reporting countries;
  • nickel in four stations located in four EU Member States (Finland, France, Germany and Italy) out of 29 reporting countries.

[1]  The 27 European Union Member States, plus Iceland, Liechtenstein, Norway, Switzerland and Türkiye. The six West Balkan countries are cooperating countries. These include Albania, Bosnia and Herzegovina, North Macedonia, Montenegro, Serbia and Kosovo (the designation is without prejudice to position on status, and is in line with UNSCR 1244/99 and the ICJ Opinion on the Kosovo Declaration of Independence). Andorra reports data on a voluntary basis.

[2]  The Average Exposure Indicator (AEI) is based on a three-year average measured at urban background stations. The AEI for 2022 is based on 2020-2022. It assesses the general population’s long-term exposure in urban areas.

[3]  As well as the EU-27, Iceland and Norway also reported an AEI2022 below the exposure concentration obligation. The AEI2022 estimated for Switzerland, Andorra, Kosovo, Türkiye and Montenegro was also below the exposure concentration obligation. On the contrary, the estimated AEI2022 for Serbia, North Macedonia, and Bosnia and Herzegovina was above the exposure concentration obligation.

[4]  Plus Iceland and Norway.

[5]  The 99.18th percentile of the daily values has been considered, meaning three days of exceedance per year.

EEA, 2024. Indicator AIR003 'Exceedance of air quality standards in Europe'

Targa, J., Colina, M., Banyuls, L., González Ortiz, A., Soares, J. (2024a). Status report of air quality in Europe for year 2022, using validated data (ETC-HE Report 2024/3)

Targa, J., Colina, M., Banyuls, L., González Ortiz, A., Soares, J. (2024b). Status report of air quality in Europe for year 2023, using validated and up-to-date data (ETC-HE Report 2024/5).

MITECO, 2023. Evaluación de la Calidad del Aire en España 2022, Ministerio para la Transición Ecológica y el Reto Demográfico Secretaría General Técnica. Centro de Publicaciones., NIPO: 665-21-045-X

Identifiers

Briefing no. 06/2024 Title: Europe’s air quality status 2024 EN HTML: TH-AM-24-009-EN-Q - ISBN: 978-92-9480-650-5 - ISSN: 2467-3196 - doi: 10.2800/5970

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For references , please go to https://www.eea.europa.eu/publications/europes-air-quality-status-2024/europes-air-quality-status-2024 or scan the QR code.

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