Public Management Research Articles

THE INFLUENCE OF AUDIT DELAY, SIZE OF PUBLIC ACCOUNTING FIRM, AUDIT OPINION, AND MANAGEMENT CHANGE ON AUDITOR SWITCHING

This study explores the impact of audit delay, the size of public accounting firms, audit opinions, and management changes on auditor switching among companies listed on the Indonesia Stock Exchange. The research aims to identify the key factors that influence a company's decision to switch auditors. Using logistic regression analysis and secondary data from financial reports, the study introduces a unique approach by simultaneously analyzing four independent variables, which is rarely done in prior studies. The results reveal that audit delay and management changes significantly affect auditor switching, while the size of public accounting firms and audit opinions do not have a significant impact. The findings suggest that operational and managerial factors play a more critical role in auditor switching decisions compared to financial factors. Theoretically, the study supports the relevance of agency theory in explaining auditor switching, particularly in addressing conflicts of interest between management and shareholders. Practically, these results provide valuable insights for company management when deciding to switch auditors and highlight the importance for regulators to implement policies that enhance transparency and audit quality, strengthening corporate governance practices in Indonesia.

Bureaucracies’ Extended Arm in Co-creation: A Study of Institutional Complexity in the Context of Public Services

Co-creation, as a central strategy of the New Public Governance (NPG) paradigm, is deemed essential to address complex societal challenges. A qualitative, in-depth study was conducted to explore collaborative processes between the Norwegian Labour and Welfare Administration (NAV) and three external organizations. The aim of co-creation among these actors was to limit/prevent outsiderness by providing more individualized work inclusion services to young adults facing vulnerabilities. Our study examines collaborative processes between NAV and external actors in work inclusion efforts and explores how institutional complexity within NAV influences the potential for co-creation among these actors. We found that the bureaucratic logic of the Traditional Public Administration (TPA) within NAV forces external actors to engage in challenging, time-consuming procedures, turning them into bureaucracies’ extended arms rather than independent contributors of resources. Additionally, core principles of New Public Management (NPM), such as resource control and optimization, overshadow the importance of shared responsibility, equality, and knowledge sharing (NPG). With NAV as an example, the article demonstrates the importance of effectively managing institutional complexity in public organizations to succeed in co-creation. It contributes empirical and contextual examples of co-creation processes in the public sector, as the co-creation literature is still very theoretical, descriptive, and conceptual.

Organizational Commitment as an Intervening Variable in the Effect of Empowerment, Incentives and Self Efficacy on Employee Performance

Badan Kepegawaian Negara (BKN) are an organization of government agencies operating in the field of public service with a unique context as well as regulations and policies on public service management. The high performance of officials is crucial to government agencies. Staff performance is a qualitative and quantitative measure of work performance and work outcomes based on the standard of work achieved by employees per unit of time in performing work in accordance with the assigned responsibilities. The study aims to look at the impact of empowerment, incentives, self-effectiveness, and organizational commitments on staff performance, the influence of empowering, incentive, and self effectiveness in relation to organization commitments, as well as the effect of empoverment, motivation, and Self-effictiveness on employee performance with the intervening variable of organizational engagement. This is a quantitative descriptive study, with respondents of 90 BKN employees, using questionnaires as a basis for data assumption as well as data analysis using SmartPLS software. The results of the analysis show that empowerment, incentives, self efficacy, and commitment of the organization have a positive and significant impact on the performance of the staff, the influence of empowering, incentive, and self effecacy have a significant and positive effect on the organization's commitment, and empowerement, the incentive has an impact on staff's performance with the commitment organiassi as a variable part mediation, and the self efficiency on staff performance with organizational commitmentasi as a full mediation variable.

SPCANet: congested crowd counting via strip pooling combined attention network.

Crowd counting aims to estimate the number and distribution of the population in crowded places, which is an important research direction in object counting. It is widely used in public place management, crowd behavior analysis, and other scenarios, showing its robust practicality. In recent years, crowd-counting technology has been developing rapidly. However, in highly crowded and noisy scenes, the counting effect of most models is still seriously affected by the distortion of view angle, dense occlusion, and inconsistent crowd distribution. Perspective distortion causes crowds to appear in different sizes and shapes in the image, and dense occlusion and inconsistent crowd distributions result in parts of the crowd not being captured completely. This ultimately results in the imperfect capture of spatial information in the model. To solve such problems, we propose a strip pooling combined attention (SPCANet) network model based on normed-deformable convolution (NDConv). We model long-distance dependencies more efficiently by introducing strip pooling. In contrast to traditional square kernel pooling, strip pooling uses long and narrow kernels (1×N or N×1) to deal with dense crowds, mutual occlusion, and overlap. Efficient channel attention (ECA), a mechanism for learning channel attention using a local cross-channel interaction strategy, is also introduced in SPCANet. This module generates channel attention through a fast 1D convolution to reduce model complexity while improving performance as much as possible. Four mainstream datasets, Shanghai Tech Part A, Shanghai Tech Part B, UCF-QNRF, and UCF CC 50, were utilized in extensive experiments, and mean absolute error (MAE) exceeds the baseline, which is 60.9, 7.3, 90.8, and 161.1, validating the effectiveness of SPCANet. Meanwhile, mean squared error (MSE) decreases by 5.7% on average over the four datasets, and the robustness is greatly improved.

Participatory Environmental Governance and Payments for Environmental Services: the Strategic Role of Universities

Objective: The objective of this study is to investigate the integration of Participatory Environmental Governance into Payment for Environmental Services (PES) programs, with the aim of proposing a theoretical model that actively involves universities as facilitators in this process. Theoretical Framework: The theories of Participatory Environmental Governance and the Payment for Environmental Services model are highlighted, providing a solid foundation for understanding the research context. Method: A theoretical and qualitative approach is used. The study involves a review of existing literature on PES and Participatory Governance, followed by a discussion of the limitations of current models and the proposal of a new framework for the proposed integration. Results and Discussion: The results revealed the potential effectiveness of Participatory Environmental Governance in improving the equity and sustainability of PES programs. The relationships between community participation, universities, and the success of PES are highlighted. Research Implications: The implications of this research can be applied to public policies and environmental management practices. These implications may encompass areas such as environmental education, conservation policies, and the role of universities in sustainability. Originality/Value: This study contributes to the literature by proposing a novel integration between Participatory Environmental Governance and PES programs, highlighting the strategic role of universities. The relevance and value of this research are evidenced by its potential application in different contexts, promoting more participatory and sustainable natural resource management.

Теоретичне підґрунтя публічного управління у сфері водопостачання та водовідведення

The sphere of water supply and drainage is a critically important component of the socio-economic mechanism, which is characterized by numerous challenges that were actualized in wartime. Aim of this paper is to analyze the main theoretical approaches of public management in the field of water supply and drainage in order to identify the main principles and tools that affect the efficiency and sustainability of the field. The tools of strategic planning, operational management and emergency response are considered as key components of successful management in this area. Emphasis is placed on the special role of developing fair tariff policies and financial support for infrastructure investments. The importance of the legal framework that regulates the sphere, ensuring compliance with environmental standards and protection of consumer rights is highlighted. The environmental aspect of resource management in the field, which includes modern methods of wastewater treatment and minimizing the negative impact on natural water bodies, is considered. It was emphasized that state intervention is a key factor in ensuring equal access to clean water, which is a basic human right according to the United Nations. The problem of natural monopoly in the field is considered through the prism of high capital investments and low elasticity of demand, which limit market competition. Strategies to stimulate competition and improve service quality are explored, including regulating tariffs and encouraging innovation. The example of Scotland, where water supply management is centralized through the creation of a single national company Scottish Water, reveals the effectiveness of such an approach in improving infrastructure and ensuring high quality services with public participation. The importance of a multidisciplinary approach to management in the field is emphasized, with a special emphasis on the stability of the service in wartime. The research may be useful to researchers, state and local authorities, and international organizations. Further perspectives of research include the study of the peculiarities of the application of the theoretical base in the solution of scientific and practical problems in the field in Ukraine during the war.

Inter-agency coordination during public events in City Mall Kalibo, Aklan

This study delves into the dynamics of inter-agency coordination during public events within CityMall Kalibo, focusing on young adults aged 18-34, predominantly female, and encompassing various educational and occupational backgrounds among event management respondents. Employing a descriptive research design and quantitative approach, the study investigates the perceptions of respondents regarding factors influencing inter-agency coordination, including verbal and non-verbal communication, coordination, collaboration, cooperation, and resource allocation. Findings reveal that effective inter-agency coordination leads to positive outcomes such as increased profitability, work efficiency, and a therapeutic work environment during public events. Notably, there were no significant differences in the factors affecting coordination among respondents. The study underscores the pivotal role of inter-agency coordination in public event management, emphasizing its impact on event execution and organizational performance. The shared perception of its significance across different respondent groups reinforces its importance in facilitating successful event execution. This research, conducted in Poblacion, Kalibo, Aklan, sheds light on the intricate dynamics of inter-agency coordination, providing valuable insights for event management practitioners and policymakers alike.

Analysis of errors in medical certificates of cause of death (MCCD) at a tertiary care institute in 2022

AimMedical Certificates of Cause of Death (MCCD) play a pivotal role in shaping national health statistics and public health initiatives. This study investigates the quality of MCCD completion at a Tertiary Care Institute in India, focusing on certification errors made by physicians while issuing death certificates. MethodsUsing a retrospective, cross-sectional approach, 1603 MCCDs issued during the study period were analyzed for formal correctness and mistakes. The study employed predefined categories to assess the nature and impact of these errors. While this research did not verify the factual accuracy of the MCCDs against patients’ medical records, it categorized errors into major and minor, based on their potential to influence the accurate classification of the underlying cause of death.ResultsThe study showed the presence of errors in all 1603 death certificates examined, categorizing them as major, minor, or both. Notably, 99.2% of cases lacked the mention of the time interval between death and the morbid condition. Analysis of major errors indicated that in 64.6% of cases, competing causes of death were mentioned, while 77.4% featured multiple causes of death. Furthermore, improper sequencing of the cause of death was identified in 11.2%, whereas 7.9% had poorly defined conditions as the cause of death.ConclusionTo improve the quality of healthcare data and public health management, these findings highlight the necessity for precise MCCD reporting and the significance of comprehending mortality patterns. For informed decision-making and changes to the healthcare system, addressing the found errors and patterns is essential.

Social technology and people's mental health: informal work in an urban context

This article presents the experience of implementing the Health Promotion Extension Project through Social and Mental Health Education through Applied Technology, that is, Plant Biotechnology applied as a resource for Eco-Socio-Environmental Technology products. Aimed at members of indigenous peoples and ethnic groups in Rio de Janeiro, users of the Environmental Health, Parasitology and Bioethics Project (SAPB-LIPAT/FF/UFRJ), the project was carried out in an intersectoral partnership with the Laboratory for Studies on Aging Processes (PROVE/IPUB/UFRJ) and the Amazon Biobusiness Center (CBA), in a multi, inter and transdisciplinary approach. The article discusses the importance of social actors in the operationalization of public policy guidelines, with a focus on the promotion and defense of human rights, especially with regard to the right to work. The participation of the Sateré-Mawé and Tukano indigenous people was highlighted, demonstrating the leading role of these groups in solving local problems, which strengthened their cultures, worldviews and self-direction, demystifying attitudinal barriers. The present study was initiated through anamnesis in ethnopsychiatry (whose approach includes cultural anthropology). This study included the participation of these individuals from indigenous peoples and other peoples in an urban context in Rio de Janeiro, demonstrating how the anamnesis of unique ethnographic narratives favored investment in local study and work with elements of their cultures, reinforcing social ties and civic contribution. The project also explored procedures in plant biotechnology, specifically the ecophysiology of Euterpe oleraceae (Açaí) seeds, to analyze the desired biological effects of plant extracts of ethnic origin (Euphorbia tirucalli, Bixa orellana, Punica granatum and Tagetes erecta). Only E. tirucalli exerted antifungal action on the seeds used for informal work (crafts). In this way, equity of access and mental health were promoted through listening, but also through the resolution of concrete local problems, in a simple and viable way, maintaining the participation and autonomy of the participants through informal work. However, the expansion of this small and successful initiative depends on the engagement of a greater number of professionals, teachers and public managers committed to promoting dignity through work for these populations.

Evolution mechanism and influencing factors of multidimensional public opinion dissemination from the perspective of game theory

With the popularization and development of the Internet, in-depth investigation into the evolutionary mechanism of online multidimensional public opinion dissemination is crucial to modern public opinion management. This study introduces game theory into the analysis of the driving mechanism and propagation law of online public opinion, constructs a multi-dimensional public opinion network model covering social, psychological, viewpoint and environmental dimensions, and combines systematic simulation and empirical analysis. The study found: (1) In the process of online public opinion communication, the activity level of micro individuals is influenced by the comprehensive benefits of the game. The game benefits are internally affected by the benefits of publishing and receiving public opinion, and the cost of publishing public opinion. Externally, they are affected by the trust between opinion leaders; (2) Increasing the costs of publishing public opinion can effectively reduce the proportion of active participants in public opinion. Increasing the benefits of receiving or publishing public opinion will increase the proportion of active participants in public opinion; (3) A higher average social bandwagon accelerates the polarization process of viewpoints in the spread of online public opinion, while a higher average social trust slows down the speed of viewpoint polarization in the spread of online public opinion. An unfavorable external environment helps promote the polarization of viewpoints in the spread of online public opinion. This study provides a new perspective for understanding and predicting the dissemination of online public opinion, and a scientific basis for the government to formulate effective online public opinion management strategies.

Systematic review of IPSAS standards: The introduction of IPSAS in public establishments

The ultimate objective of this paper is to examine the impact of the adoption of IPSAS in Morocco on the production of accounting and financial information, in order to inform decision-making processes. IPSAS ushered in a global revolution in public accounting reforms, and Morocco is among the nations that have adopted these standards, starting their implementation several years ago. The integration of IPSAS mobilises a theoretical and conceptual framework encompassing the theories and New Public Management (NPM), as well as the theory of public value. The aim is to harmonise accounting practices with global standards, thereby enhancing the transparency, comparability and credibility of financial information. However, the implementation of IPSAS in Moroccan institutions raises a number of issues and challenges, particularly in terms of adapting systems, training staff and managing costs. To deepen our understanding of this topic, we conducted a bibliometric analysis using the VOSviewer tool. This analysis enabled us to identify influential authors, collaborative networks, and the main and emerging themes in IPSAS research. The results show that the implementation of IPSAS helps to ensure good quality and transparency in public sector financial reporting, providing better information for financial management, accountability and decision making. IPSAS, as international accounting standards specific to the public sector, aim to improve the quality of financial reporting by public entities, thereby enabling more reliable resource allocation decisions and contributing to improved financial transparency and accountability.

Lactation Newsmakers: Documenting our History - Supporting Breastfeeding Exchange Relations by Building Equitable and Innovative Solutions: An Interview With João Aprigio Guerra de Almeida.

Professor Joao Aprigio Guerra de Almeida graduated in Food Engineering (UFV-1981) with a Master in Microbiology (UFV-1986) and a doctorate in Women's and Children's Health (Fiocruz/IFF, 1998) He is founder and coordinator of the Brazilian Human Milk Banks Network (Ministry of Health-Brasil/Oswaldo Cruz Foundation-Fiocruz, 1987 to 2024); Head of the National Reference Center for Human Milk Banks at the National Institute of Women, Children and Adolescent Health Fernandes Figueira-IFF (Fiocruz/IFF, 1987 to 2024); Executive Secretary of the Ibero-American Human Milk Banks Network Program (Ibero-American General Secretariat-SEGIB/Brazilian Cooperation Agency-ABC/MS-FIOCRUZ, 2008 to 2020); Coordinator of International Technical Cooperation in Human Milk Banks ABC/Fiocruz/MS (2005 to 2024); and Coordinator of the Human Milk Banks Network of the Community of Portuguese Speaking Countries - CPLP (2017 to 2024). He has been recognized with the Sasakawa Health Prize (World Health Organization [WHO], 2001); as Officer of the Order of Rio Branco (Presidency of the Federative Republic of Brazil, 2001); with Global Health Challenges and Responses of the South in Time of Crisis (WHO, 2009); as Commendator of the Order of Rio Branco-Ministry of Foreign Affairs/Presidency of the Federative Republic of Brazil (2018); and Dr LEE Jong-wook Memorial Prize for Public Health (WHO, 2020). His areas of activity include Public Health, breastfeeding, Human Milk Banks, Public Management, and International Technical Cooperation.

Trust in Asian leadership: fostering social responsibility and ethical advocacy in the Vietnamese public sector Human Resource management

Trust in Asian leadership: fostering social responsibility and ethical advocacy in the Vietnamese public sector Human Resource management

Citizen participation in public management processes, Puno Case, Peru

In crisis situations, it is essential to increase representative democracy by structuring communities as tools to encourage citizen participation. For this reason, the research aimed to understand the reality of citizens and the processes of citizen participation mechanisms during the national crisis. It was a qualitative study that was based on phenomenological hermeneutics and identified six community leaders who are social actors in the city of Puno. The results demonstrated that the role of the community leader as an expression of the emotions of all citizens and the importance of community organization as a means of citizen participation are crucial to advance towards the construction of a strong and popular democracy. In conclusion, it is essential to have citizen participation mechanisms in times of crisis, as they allow communities that have traditionally been neglected to be heard and given a voice.

The ‘performative’ university: theoretical and personal reflections

ABSTRACT For centuries, universities have proliferated and flourished around the world, playing an important role in societal knowledge production and diffusion. However, in the past four decades, this old organizational form has been subjected to neoliberal, managerialist policy doctrines such as New Public Management. Following this, universities have tended to become more ‘business-like’ in their internal management and governance, with generally perceived adverse effects on the quality of academic education, research, and working conditions. These developments pose fundamental threats to academic freedom and free knowledge production and diffusion. Acknowledging various forms of academic resistance to, and coping with, these threats, the purpose of our paper is twofold. First, we adopt the concept of ‘performativity’ – hitherto researched mainly in primary and secondary schools in Anglo-Saxon contexts – to account for, and critique, neoliberal university policies, and practices in a variety of Global North settings. Second, through collaborative autoethnography, we add our own personal narratives to ‘talk back’ to managerialism.

THE INFLUENCE OF INDUSTRY CHARACTERISTICS ON SOCIAL MANAGEMENT IN THE CONTEXT OF THE COUNTRY’S SOCIO-ECONOMIC DEVELOPMENT

Goat. The work is focused on studying the influence of the characteristic features of industries on the practice of public management of human capital in the context of the socio-economic development of the country. Method. The work uses general scientific, general philosophical and interdisciplinary methods: system-structural, structural-functional and comparative analysis. The study is based on a systematic approach and comparison. Results. The work contains an analysis of the influence of industry characteristics on the social management of human capital. The role and significance of industry factors in the formation of social management strategies and increasing the efficiency of the country's socio-economic development are determined. The scientific novelty. In the process of studying the influence of industry characteristics on the social management of human capital, the levels of management of social systems at the micro level were determined, and the main requirements of industry needs for human capital in the context of the social management of an enterprise were identified. The practical significance. Taking into account industry characteristics in social management will improve the efficiency of strategic planning and human capital management, contributing to the sustainable socio-economic development of the country.

Advancements in Biological Dosimetry Techniques for Surge Response to Radiation Emergencies in Ghana

The awareness of the use of biodosimetry to estimate external radiation doses received by individuals and in radiation oncology, nuclear medicine, diagnostic, and interventional radiology has gained traction in recent years. At present Ghana is poised to integrate about 1GW of nuclear power into its electricity mix by 2034. The increased awareness of biodosimetry is probably due to increased radiological threats and incidents, medical and forensic applications, the quest to strengthen emergency response to unplanned radiation exposures such as radiological accidents, and the malevolent use of radioactive sources. Biodosimetry capabilities would play an effective role during public health management of radiation emergencies for rapid dose estimation and help to medically categorize the exposures for the purpose of prioritizing treatment of the affected persons. Moreover, it will also serve to provide reassurance and psychological support for the “worried-well”. Biodosimetry methods and infrastructure can also be utilized for various applications, including molecular research, medical cytogenetics, and forensics. This write-up assesses the status of biodosimetry methods and infrastructure capabilities available at the Ghana Atomic Energy Commission (GAEC), which could be leveraged during radiological or allied scenarios.

Decay kinetics of human-associated pathogens in the marine microcosms reveals their new dynamics and potential indicators in the coastal waters of northern China

Pathogens in coastal waters cause infectious diseases and endanger public sanitation safety in humans and animals worldwide. To avoid these risks, timely detection of human-associated pathogens in waters is crucial. In this study, the decay kinetics of the molecular markers for human-associated pathogens, including enteric bacteria (Escherichia coli, Enterococcus, and Bacteroides), non-enteric bacteria (Staphylococcus aureus), crAssphage, and polyomavirus, were monitored over time at different temperatures and background microbes in seawater microcosms. The results indicated that temperature and native marine microbes were the main influential factors in attenuating bacterial pathogens. Remarkably, the effect of native microorganisms was more evidentially striking. Furthermore, Enterococcus was a more reliable and suitable fecal indicator bacterium than E. coli for the marine environment. The decay of crAssphage was like that of polyomavirus, indicating that it may be a good indicator of enterovirus in seawater. More importantly, the 16S amplicon sequencing data highlighted the decay kinetics of multiple bacterial pathogens in parallel with the dynamic changes of the whole bacterial communities. This study provides valuable information for public health risk management and a new approach to understanding the fate of bacteria in the coastal environment.

Predicting the risk of nursing home placement of elderly persons using a population-based stratification score

ObjectiveTo develop and validate a novel score predictive of nursing home placement in elderly. Study designPopulation-based case-control study based on healthcare utilization databases of Lombardy, a region of Northern Italy. MethodsThe 2.4 million citizens aged ≥65 years who on January 1, 2018 lived outside nursing home formed the target population. Cases were citizens who experienced nursing home admission (the outcome of interest) until December 31, 2019. Cases were matched 1:1 by gender, age, and municipality of residence to one control. Conditional logistic regression was fitted to select candidate predictors (the exposure to 69 clinical conditions and 11 social and healthcare services) independently associated with the outcome. The model was built from the 26,156 cases, and as many controls (training set), and applied to a validation set (15,807 case-control couples). Predictive performance was assessed by discrimination and calibration. ResultsTwenty-one factors were identified as predictive of nursing home admission and were included in the “Elderly Nursing Home Placement” (ENHP) score. Mental health disorders and chronic neurological illnesses contributed most to prediction of nursing home admission. ENHP performance showed an area under the receiver operating characteristic curve of 0.77 and a remarkable calibration of observed and predicted outcome risk. ConclusionsA simple score derived from data used for public health management may reliably predict the risk of nursing home placement in elderly. Its use by healthcare decision makers allows to accurately identify high-risk individuals who need home services, thereby avoiding admission to nursing homes.

Hindcasting and updating Landsat-based forest structure mapping across years to support forest management and planning

Forest vegetation mapping that integrates forest inventory data with multispectral remote sensing data provides valuable geospatial products for public land management agencies, but resource managers may require rapid updating of maps as new imagery becomes available (updating) or retrospective mapping for times prior to forest inventory plot measurement (hindcasting). While forest attribute mapping using Landsat multispectral imagery is common, the accuracy of applying models outside of reference epoch to support long-term forest monitoring is not normally quantified. We examine whether a Landsat-based mapping approach can support robust, temporally consistent multivariate mapping of forest structure and composition data in support of forest management planning and landscape analysis. Specifically, we ask: how accurate forest attribute mapping was when hindcasting or updating outside of a period of time when forest inventory plot data were available (reference epoch)? In the western Cascade Mountains of Oregon and California, USA, we used the gradient nearest neighbor approach to annually impute USDA Forest Inventory and Analysis (FIA) plot data (2001–2016) to all 30-m forested pixels based on temporally smoothed Landsat multispectral imagery (1986–2021), including basal area, canopy cover, quadratic mean diameter of dominant trees, stand height, and the density of large diameter trees. We made extrapolations from models fit to a 10-year reference epoch to both earlier periods (2001–2006 hindcast) and to later period (2011–2016 update) and quantified prediction accuracies relative to models based on the full data (2001–2016). To evaluate the influence of spatial scale on hindcasting and updating, we compared full and extrapolation model predictions at pixel-level (0.09 ha) and hexagon-level (780 ha).At the plot-level, we found no strong differences between the full and extrapolation model predictions for R2 and mean error nor among predicted vs. observed regression coefficients. At the pixel-level, average differences due to hindcasting and updating were near zero, though differences varied up to 20 % across pixels. At the hexagon-level, the range in map differences was small (+/- 5 %), but hindcasting resulted in lesser forest attribute predictions. We observed greater variability in pixel-level and hexagon-level prediction differences when hindcasting or updating was temporally further away from the reference period. Using 2001 hindcast and 2016 updated maps as a case study, we found that with hindcasting and updating map differences were spatially aggregated across the study region. Our results support Landsat-based hindcasting and updating of forest attribute mapping beyond the time period covered by forest plot data. Our results suggest aggregating data to coarse spatial resolutions may minimize differences due to hindcasting and updating. Further research is needed to identify the key drivers for prediction differences to improve the accuracy of both hindcasting and updating as a basis for forest monitoring.