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A systematic framework for preprocessing validation in business analytics

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TL;DR

This study introduces REPROPREP, a systematic framework for validating preprocessing assumptions in business analytics, combining statistical analysis and cost assessment. Evaluation across 10 datasets showed no significant performance differences between strategies, with negligible effect sizes and implementation costs ranging from $150 to $800, supporting more informed preprocessing decisions.

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ABSTRACT Purpose Recent studies have identified methodological concerns in data science research, including unvalidated preprocessing assumptions that may contribute to inflated performance claims and irreproducible results. Despite preprocessing consuming 60–80% of analytical effort in business analytics projects, strategy selection typically relies on convention rather than systematic evidence. This study introduces REPROPREP, a methodological framework designed to enable systematic validation of preprocessing effectiveness assumptions. Design/methodology/approach The REPROPREP framework incorporates conservative statistical analysis with Benjamini-Hochberg false discovery rate correction, systematic quality degradation protocols, and cost-effectiveness assessment. The framework was evaluated across 10 UCI repository datasets using gradient boosting classifiers with 5-fold stratified cross-validation under three simulated quality conditions, resulting in 90 statistical comparisons. Findings The analysis found no statistically significant differences between preprocessing strategies after multiple comparisons correction, with negligible effect sizes (mean AUC difference: 0.001). Cost analysis indicated implementation cost differences ranging from $150 to $800 across strategies. Practical implications The framework provides a systematic methodology for preprocessing evaluation, enabling organizations to conduct context-specific validation of preprocessing effectiveness assumptions and support more informed decision-making regarding preprocessing strategies. Originality/value REPROPREP introduces a reproducible and systematic approach to preprocessing validation that integrates statistical rigor with cost-benefit analysis. The framework is designed for adaptive development, with this initial release focusing on numeric preprocessing and providing a foundation for future extensions.

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  • 10.4337/9781782549062
Principles and Standards for Benefit–Cost Analysis
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  • Scott O Farrow + 1 more

Contents: Introduction Professionalizing Benefit - Cost Analysis R. Scott Farrow and Richard O. Zerbe, Jr. Principles for Benefit - Cost Analysis 1. An Assessment of Important Issues Concerning the Application of Benefit - Cost Analysis to Social Policy Aidan R. Vining and David L. Weimer 2. Toward Standardization of Benefit - Cost Analysis of Early Childhood Interventions Lynn A. Karoly 3. Principles and Standards for Benefit - Cost Analysis of Public Health Preparedness and Pandemic Mitigation Programs Joseph H. Cook 4. Principles and Standards for the Benefit - Cost Analysis of Crime John R. Lott, Jr. 5. Towards Principles and Standards for the Benefit - Cost Analysis of Safety Scott Farrow and W. Kip Viscusi 6. Developing General Equilibrium Benefit Analyses for Social Programs: An Introduction and Example H. Allen Klaiber and V. Kerry Smith 7. Appropriate Discounting for Benefit - Cost Analysis David F. Burgess and Richard O. Zerbe, Jr. 8. Ethical Benefit Cost Analysis as Art and Science - Ten Rules for Benefit - Cost Analysis Richard O. Zerbe, Jr. 9. Incorporating Distributional Issues into Benefit Cost Analysis: Why, How, and Two Empirical Examples Using Non-market Valuation John B. Loomis 10. Behavioral Economics and the Conduct of Benefit - Cost Analysis: Towards Principles and Standards Lisa A. Robinson and James K. Hammitt Conclusion 11. Principles and Standards for Benefit - Cost Analysis Richard O. Zerbe, Jr., Tayler Blake Davis, Nancy Garland and Tyler Scott

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  • 10.1159/000450645
Economic Evaluation of Complementary and Alternative Medicine in Oncology: Is There a Difference Compared to Conventional Medicine?
  • Sep 7, 2016
  • Medical Principles and Practice
  • Jutta Huebner + 6 more

Objective: To analyze the financial burden of complementary and alternative medicine (CAM) in cancer treatment. Materials and Methods: Based on a systematic search of the literature (Medline and the Cochrane Library, combining the MeSH terms ‘complementary therapies', ‘neoplasms', ‘costs', ‘cost analysis', and ‘cost-benefit analysis'), an expert panel discussed different types of analyses and their significance for CAM in oncology. Results: Of 755 publications, 43 met our criteria. The types of economic analyses and their parameters discussed for CAM in oncology were cost, cost-benefit, cost-effectiveness, and cost-utility analyses. Only a few articles included arguments in favor of or against these different methods, and only a few arguments were specific for CAM because most CAM methods address a broad range of treatment aim parameters to assess effectiveness and are hard to define. Additionally, the choice of comparative treatments is difficult. To evaluate utility, healthy subjects may not be adequate as patients with a life-threatening disease and may be judged differently, especially with respect to a holistic treatment approach. We did not find any arguments in the literature that were directed at the economic analysis of CAM in oncology. Therefore, a comprehensive approach assessment based on criteria from evidence-based medicine evaluating direct and indirect costs is recommended. Conclusion: The usual approaches to conventional medicine to assess costs, benefits, and effectiveness seem adequate in the field of CAM in oncology. Additionally, a thorough deliberation on the comparator, endpoints, and instruments is mandatory for designing studies.

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Report of an Expert Panel to Review the Socio-Economic Models and Related Components Supporting the Development of Canada-Wide Standards (CWS) for Particulate Matter (PM) and Ozone To the Royal Society of Canada
  • May 1, 2004
  • Journal of Toxicology and Environmental Health, Part B
  • Vic Adamowicz + 7 more

Canada-Wide Standards (CWS) for particulate matter (PM) and ozone may be the most ambitious environmental standards ever proposed in Canada. They have attracted considerable attention and debate. This report addresses the validity of the socioeconomic modeling aspects of the Canada-Wide Standards development process. Socioeconomic considerations are addressed in one of eight principles underlying the development and attainment of CWS, according to a CWS subagreement signed by the Canadian Council of Ministers of the Environment (CCME). Principle 3.1.7 states that measures to attain agreed-upon Canada-Wide Environmental Standards will be determined in a sustainable development context, recognizing environmental and socio-economic considerations. This work has been previously published by the Royal Society of Canada, Ottawa (Ontario), in June 2001, appearing as "Review of Socio-Economic Models and Related Components Supporting the Development of Canadian Standards for Particulate Matter and Ozone," ISBN 0-920064-73-6. A CCME Framework for Socio-economic Analyses in Setting Environmental Standards (CCME, 1998) describes procedures and information requirements for socioeconomic assessments of potential or proposed environmental standards. This framework states that while it may not be possible or necessary to carry out all of the analytical steps because of time, data, or resource constraints, a partial assessment can produce information that is useful for policy deliberations. The framework also notes that socioeconomic findings are not intended to be prescriptive concerning decisions about environmental standards because other input factors such as toxicity, epidemiology, ecological consequences and geographical distribution of effects, and other equity considerations are also necessary and important to an informed choice with respect to standard setting. Socioeconomic considerations are also specified under Government of Canada regulatory policy requiring federal regulatory authorities to demonstrate that the benefits of regulatory requirements are greater than their costs. Regulatory authorities must "ensure that the benefits outweigh the costs to Canadians, their governments and businesses. In particular, when managing risks on behalf of Canadians, regulatory authorities must ensure that the limited resources available to government are used where they do the most good" (Government of Canada, 1999). This implies not only that benefits should be greater than costs, but also that benefits minus costs, or net benefits are to be maximized, which means an attempt should be made to make standards efficient. The objective of the expert panel process was to provide an independent, expert review and critique of the socioeconomic analyses (SEA)—in this case a cost-benefit analysis (CBA)—conducted in developing the Canada-Wide Standards on PM and ozone. Through a review of the models and associated data and assumptions used in the analyses, the panel was asked to produce a report to address the following questions: What are the strengths, merits, limitations, gaps, and the degree of uncertainties of the proposed approaches, models, and their inputs and outputs? By what means could the models and analytical approaches be improved, so as to minimize uncertainties and maximize the relevance, reliability, and utility of outputs? What other approaches and/or tools could be used to conduct these analyses? The benefits and costs associated with Canada-Wide Standards for PM and ozone are highly uncertain and controversial. Uncertainties are associated with each step in the analysis of benefits and costs—including the link between emission reductions and ambient air quality, the extent to which human health and the environment are affected by changes in ambient levels of pollutants, the economic values (as measures of preferences) associated with improvements in environmental and human health, accuracy of the emissions inventory and projections of what this inventory and other factors will be in a future baseline, and the scope and magnitude of economic costs associated with emission reductions, both to industry and to society. With uncertainties so pervasive, analysts are required to make many choices and assumptions in estimating costs and benefits. For example, while it is clear that the epidemiological association between PM and excess mortality is consistent and robust, there are many remaining gaps in current understanding of the relative toxicity of PM components and gaseous copollutants and the magnitude of potential life-shortening effects. These uncertainties introduce possible biases into the estimation of PM-related health benefits. The panel draws the following major conclusions from its review of the CBA undertaken for the development of CWS for PM and ozone and from the academic and policy literature relevant to this topic. In drawing these conclusions, the panel views the use of a structured approach to the examination of costs and benefits as a positive development in Canadian regulatory policy analysis. The CWS socioeconomic analysis (SEA) was in fact limited to a cost-benefit analysis (CBA). Because the CWS implementation of the SEA process was judged by the panel to be limited to a CBA, it was reviewed as such. CBA is just one of many available decision support tools. The requirements of CBA in the CWS process depend on whether the purpose is to select an ambient air quality standard or to guide and evaluate the implementation process. The extent to which the results of the CBA can inform the CWS decision process is limited for various reasons including the following: Provinces are required to establish implementation plans to ensure that CWS will be met. Therefore, when doing a prospective CBA, the measures to be implemented (i.e., revised emission control regulations) are necessarily undetermined, as are the compliance levels for the revised control regulations that will be achieved in various provinces. The distributional impacts of both costs and benefits have not been assessed. The panel acknowledges that the CWS Development Committee for PM and Ozone describes the cost estimation as "preliminary and, in some instances, a cursory analysis used to provide a macro level order of magnitude perspective on the costs associated with the various optional levels for PM and ozone CWSs" and notes that caution should be exercised in their interpretation (Canada-Wide Standards Development Committee for PM and Ozone, 1999). Deficiencies in Canadian data and modeling capabilities and limited time and resources restricted the scope of the analysis that could be undertaken for the CWS process. Credible CBA should be conducted to support the development of Canada-wide standards. The panel recommends that CBA be used to inform decision makers about the projected costs and anticipated benefits of CWS. CBA needs to be designed to distinguish between the costs and benefits of meeting alternative PM and ozone standards within the limits of current science. There are potential overlaps in the estimation of costs and benefits for PM and ozone because emission control strategies will impact both PM and ozone levels and it is not clear which components of the air pollution mix are responsible for the various health effects. These uncertainties in the CBA need to be clearly communicated. At its best, CBA provides the decision maker with a systematic identification, estimation, and measure of uncertainty of monetary values for the relevant costs and benefits of interest to decision makers and stakeholders. To be fully informative, the CBA results provided to stakeholders and decision makers need to adequately analyze and explain the major sources of uncertainty in the inputs of the CBA model projections and their likely effect on model outputs. In view of the importance of the proposed regulatory decision, the CBA performed for the CWS for PM and ozone is deficient in relation to the state-of-the-art for CBA. If the CWS CBA was intended to provide an adequate basis for balancing costs and benefits and for influencing where the CWS should be set, this CBA was not up to the task. If the objective was strictly to confirm that costs were not exorbitant for CWS that were deemed to be both technically feasible and associated with some substantial benefits, then this CBA provided contributions toward those judgments. When judged against the elements of process and structure of CBA required for credibility as indicated in conclusions 4 and 5 that follows, the panel finds that the CWS CBA does not satisfy these requirements and does not meet a reasonable level of quality for a CBA to support a decision of this import. While the CWS CBA has some value as a scoping analysis and provides a limited degree of guidance for decision-makers, it requires substantial improvement to meet the criteria for credibility. The process for using CBA in CWS needs improvement. A Discussion Paper on Particulate Matter (PM) and Ozone Canada-Wide Standard Scenarios for Consultation prepared by the Canada-Wide Standards Development Committee for PM and Ozone (May 1999) states that "in selecting PM and ozone CWS level scenarios for stakeholder considerations, an attempt was made to balance the anticipated benefits of improved air quality with the technological feasibility and costs of achieving those improvements." But it is apparent that the standard CBA procedure of comparing incremental benefits for tighter standards with incremental costs was not done for the CWS CBA process. Timelines for the analysis were exceedingly short, and the CBA effort appeared to be underfunded, resulting in short-cuts that substantially reduced the credibility of the analysis. Reporting and communicating the CBA results was also ineffective, particularly in terms of conveying a clear understanding of what was done and why it was done as it was. The panel has identified several CBA elements of primary concern that require attention in order to ensure the credibility of CWS CBA. The elements of primary concern for assessing credibility of CBA are the following: Accuracy of emissions inventory data. Accuracy of cost estimates. Use of state-of-the-art air quality models. Sufficiency of air quality monitoring. Use of reasonable baseline assumptions for regulatory regime. Inclusion of well-documented environmental conditions. Inclusion of demographics in the CBA. Adequate consideration of economic growth. Selection of dose-response functions based on current weight of evidence. Selection of valuation functions based on current weight of evidence. Explicit expressions of uncertainty (measurement, model, and statistical). Compatibility of scenarios with the form of standard (8-h and 24-h averaging times). Inclusion of distributional analysis of costs and benefits (identification of sensitive subgroups, affected sectors). Internal consistency of analyses (linking costs with benefits consistently). Discussion of nonquantifiable endpoints. Explanation for the choices of benefits and costs included. Performing CBA that meets these requirements will involve substantial investment on a continuing basis. Critics of the adequacy of the CWS CBA should support the generation of a knowledge base adequate to perform credible CBA. Generation of that knowledge base will require substantial investment of money, infrastructure and expertise. The panel has outlined its view on the limitations of the CBA undertaken for the development of CWS for PM and ozone. Given those concerns, the panel provides the following two conclusions on the measures of benefits and costs as calculated within the CWS CBA. As in all CBA the estimates of benefits and costs are uncertain. Emerging analyses (in particular, of the tax interaction effect and the value of a statistical life) suggest that the costs associated with reducing emissions may be underestimated and the human health benefits overestimated. However, there are additional uncertainties that temper the impact of these emerging studies on the CBA. Most notably, the cost analysis performed in the CWS process is based on engineering estimates (resulting in overestimated costs) and the benefit measures do not include ecosystem effects (potentially large, but highly uncertain). The direction of the bias in net benefits depends on the weight placed on these factors. The overall direction of the errors in benefits estimation is undetermined. The premature deaths reduced and broader range of health effects avoided by reducing PM ambient levels to the CWS PM standard are likely underestimated in the CWS analysis. However, the dollar value estimates for mortality reductions (based on value of statistical life, VSL) are very likely overestimated. The overall effect of these potential biases on the benefits realized from emission reductions is not clear from the current evidence. Based on these conclusions, the panel makes the following recommendations. Capacity building. Given the identified deficiencies in the CWS CBA, the panel recommends the following: Canada should build a capability for conducting CBA for CWS by improving emissions inventories, air quality modeling capability, air quality monitoring networks, socioeconomic modeling, human health data gathering, and developing economic analyses of health-environment interactions. This capacity building will require long-term financial support to build the infrastructure, as well as government and industry commitment to making these improvements. Data and models should undergo continuing development and refinement with reporting and documentation at periodic intervals that are integrated within the timeframe for decision-making. This includes particularly the air quality valuation model (AQVM) used to estimate the health benefits of air quality improvements. As detailed later in this report, the AQVM may already be out of date in its choice of dose-response functions for estimating mortality risk reductions and for valuation of this health endpoint. The decision to update AQVM to include more recent work depends on the criteria of study inclusion, such as degree of peer review, number of confirmatory studies, etc. The panel recommends that such criteria used to develop the AQVM be reviewed and updated, as necessary. Improve Canadian capacity for air quality modeling. Collaborations with other North American agencies and research groups should be encouraged and supported with long-term funding. Inclusion of risk–risk trade-offs (estimation of damages associated with risks from pollutants that increase as a result of the pollutants of interest being reduced, e.g., UV-B radiation increasing as a result of ozone concentrations being decreased). All CBA model specifications and input values (e.g., risk coefficients, health event valuations) used for the purposes of regulatory decision making should be fully transparent and readily accessible to all interested stakeholders and researchers. An explicit procedural and consultative framework should be developed for CBA to inform the decision process. Informed decisions require dialogue and consultation between decision makers, stakeholders, and CBA analysts in an open, transparent process. The decision process should require consideration of results of CBA along with other inputs to the decision. Funding should be allocated, and roles and responsibilities within the CWS process should be defined—including an external expert advisory body to review approaches, progress, etc. Formal guidelines for considering evidence and making and communicating decisions should be developed. Communication. Improved two-way communication concerning the assumptions, limitations, and uncertainties associated with the methods and results of CBA is needed between analysts and policymakers and between policymakers and the public. Clear communication of the conceptual underpinnings and limitations of valuation techniques and the interpretation of the results of cost and benefit studies is needed to correct prevailing misconceptions about the conduct and interpretation of these studies. Cost-benefit analysis and other types of socioeconomic analyses. Socioeconomic analysis (SEA) includes a wide variety of social and economic analysis methods, of which cost-benefit analysis (CBA) is one example and is typically the foundation for other socioeconomic analyses. However, the panel recommends that CBA be conducted separately from broader socioeconomic analyses, including plant closures, unemployment, regional economic impacts, competitiveness, or inflation for broad-based rules. Such analyses often ignore labor and capital mobility and are not commensurate with values used in CBA and therefore, when provided alongside CBA estimates, the results of broader SEA models may give rise to double counting of benefits or costs. If effects are expected to be borne disproportionately by only a few sectors, these types of analyses are useful, but they should be presented as contributions to the assessment of the distribution of impacts. A more promising, but more resource-intensive, approach is the expansion of the CBA to a general equilibrium analysis to capture the costs of the tax interaction effect. (see Section 7.4) As for competitiveness analysis, shifts to imports may have positive environmental effects that would need to be taken into account, and in this sense, a broader SEA or general equilibrium framework would be useful. Cost-benefit framework for analysis of environmental quality regulations. The panel endorses the use of a cost-benefit framework for the analysis of environmental regulation while recognizing the empirical limitations of CBA. The panel recommends: Continued development of methods for accurate assessment of costs and benefits, including methods for the analysis of general equilibrium (including tax interaction) effects and international trade impacts of regulatory change. Continued development of and communication regarding alternative decision-making frameworks, including multi-attribute methods, to be used as methods to "triangulate" with traditional CBA. Investments in human capital in the area of CBA of environmental regulation so that policy makers and the Canadian public can be confident that cost and benefit measures accurately reflect Canadian values and public preferences as well as Canadian institutional arrangements. Notes This work has been previously published by the Royal Society of Canada, Ottawa (Ontario), in June 2001, appearing as "Review of Socio-Economic Models and Related Components Supporting the Development of Canadian Standards for Particulate Matter and Ozone," ISBN 0-920064-73-6. ∗See U.S. EPA, September 2000. Guidelines for Preparing Economic Analyses. 240-R-00-003. ∗The theoretically appropriate measure of opportunity cost is the change in producer surplus. Producer surplus is defined as the area above the firm's supply or marginal cost curve but below price. As such it is a measure of the gains the producer has for selling at prices higher than marginal cost. Regulatory policies typically shift the marginal cost curve by increasing costs of production. However, since the firm can respond to regulatory change in many ways, not only through direct implementation of emissions reduction technology, the cost of implementing emissions reduction technology is thought of as an upper bound on the cost estimate. †While the benefit measures are referred to as "willingness to pay" or "willingness to accept," most benefit measurement techniques do not actually directly ask individuals to reveal this amount. Individuals may reveal their willingness to pay or willingness to accept through market transactions or other forms of behaviour. There is considerable confusion in the popular literature about the concept of "willingness to pay" (a theoretically appropriate welfare measure) and the method of benefit estimation, contingent valuation, that actually asks individuals what they would be willing to pay. ∗A special but important issue arises here when regulatory impacts have an intergenerational time scale (e.g., costs borne today but benefits received by the next generation). Even a consumption-based discount rate could reduce future impacts to trivial levels over a long time frame. In terms of discount rate policy, it could be argued that intergenerational effects deserve "special" treatment reflecting societal trade-offs across generational income distributions. One simple example is the argument that a discount rate reflecting the long-term rate of economic growth can reflect an "equal" treatment of the generations, reflecting the presumed greater economic ability of future generations to shoulder burdens relative to ourselves. ∗A CWS for PM2.5 of 30 μg/m3, 24 h averaging time, by year 2010. A CWS for ozone of 65 ppb, 8 h averaging time, by year 2010. ∗Rowe, R. D., et al. 1995. The New York Electricity Externality Study. Dobbs Ferry, New York: Oceana. †Cropper and Freemen selected six VSL studies of 21 as "best" for use in policy analysis. Four are wage risk studies and two are contingent valuation studies. The wage-risk estimates range from $3 million to $9 million (1996 CDN dollars), and the contingent valuation estimates range from $4 million to $5 million (1996 CDN dollars). The arithmetic mean of all six selected VSL estimates is about $5 million (1996 CDN dollars). ∗Tables 1A–4H of Section 2 of Compendium of Benefits Information. †Tables 5A–9H of Section 2 of Compendium of Benefits Information. ‡Tables 10A–12H of Section 2 of Compendium of Benefits Information. ∗The assumptions are based on the analyses performed for the Atmospheric Science Expert Panel for the Sulfur in Gasoline and Diesel Fuels the Environment Canada review of proposed U.S. Environmental for U.S. and work for the and the Canada-Wide for 2000. use the particulate matter or to to all forms of matter the This in a variety of and and it is often by an or since the need not be PM2.5 to that of that has an that and is often as the of the while are referred to the to that of the distribution that has than and includes the PM2.5 of the use the particulate matter or PM when do not need to between the various of the of emissions have been for regional studies in but are not available for Canada wide studies. ∗The is in an attempt to the effects of that there is a that these types of air quality model can the of ozone more than et ∗The also the and over the the is the next to the in which the air is the to a of about At over the of the to about to the of input of to the the most emissions of pollutants into the are they are from or have to the ∗The benefits by and are overestimated since they that the of would to a of in ozone This is an since it is often that ozone is actually the or generation of regional in the and in the developing along with ozone input from the or regional air quality have a context, and this should not be ∗The AQVM notes that levels of in are about of levels in the area according to and from their study of the costs of the and that monetary measures of change in to compliance costs over a partial equilibrium analysis would on a of economic and and would this would be by the general equilibrium analysis makes assumptions about affected and all in the as they could be A trade environment will to compliance and in Canada and the will use control ∗The in the of risk reductions could because the of pollution control today will not benefit they to the effects of pollution air pollution case or because the today to a that risk of only a (e.g., can be made to for the effect of to the model, a to reduce of at should what or would pay to reduce current of at to ignore here the body of literature using an value This approach provides a for air pollution reductions but is on market about pollution and to all types of effects, health being only has the would of not using that these studies were published the recent literature the traditional estimates of the from et that are other of where the preferences of some have been by the decisions of as a ∗The welfare states the economic view most in what is and what is for a the can only be and The of that does not depend on the reasons one has for What for is that individuals the and the are to be to each of to those that benefit the a for in the attainment of some for example, would be the report of the Committee on the argument is that preferences are not to and economic value is not to one is the to this is that there are some that should not have a placed on of the economic value of have used this the monetary value of those up to to a bound on the value of and may be one and the on and for in and for and

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This study aimed to investigate the relationship between the kinematic parameters of swimmers' backstroke start performance and their dynamic balance, vertical jump, and postural characteristics. Seven elite male (n = 9) backstroke swimmers (FINA score: 711 ± 22.51) participated in the study, which consisted of four sessions. In the first session, swimmers performed two trials to familiarize themselves with the starting platform. In the second session, backstroke start kinematics were recorded using a stabilized GoPro10 Cam System and a DACTRONICS HS-200 Starting System, and analyzed using Kinovea 0.9.5 software. In the third session, dynamic balance (DB) was measured with the TecnoBody PK200 device, and vertical jump (VJ) performance was assessed with the Microgate Witty Wireless Timer. In the fourth session, posture was evaluated using the Apecs Posture Analysis Pro Plus 8.2.6 and the New York Posture Assessment (NYPA) method. Pearson correlation analysis revealed significant associations between PT-Anterior and HIPA (r = 0.667, p = 0.035), PT-Posterior and V (r = 0.703, p = 0.023), NYPA and WEH (r = - 0.663, p = 0.037), and PL-DB and WEH (r = - 0.721, p = 0.019). However, none of these associations remained statistically significant after the Benjamini-Hochberg false discovery rate (FDR) correction. In addition, no significant associations were observed between VJ performance and any of the kinematic parameters either before or after FDR correction. In conclusion, although potential associations were observed between postural characteristics, dynamic balance, and specific components of backstroke start kinematics, these associations were not confirmed following correction for multiple comparisons. Therefore, the findings should be interpreted as exploratory in nature.

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As the generation of food scrap, kitchen, and biodegradable wastes increases, the proper handling of these wastes is becoming an increasingly significant concern for most cities in Japan. A substantial fraction of food and biodegradable waste (FBW) ends up in the incinerator. Therefore, an analytic hierarchy process (AHP) benefit–cost analysis technique was employed in this study to compare different FBW treatment technologies and select the most appropriate FBW disposal technology for Oita City. The four FBW treatment options considered were those recommended by the Japanese Food Waste Recycling Law: anaerobic digestion, compost, landfill, and incineration, which is currently in use. The fundamental AHP was separated into two hierarchy structures for benefit analysis and cost analysis. The criteria used in these two analyses were value added, safety, efficiency, and social benefits for benefit analysis, and cost of energy, cost of operation and maintenance, environmental constraints, and disamenity for cost analysis. The results showed that anaerobic digestion had the highest overall benefit while composting had the least cost overall. The benefit–cost ratio result showed that anaerobic digestion is the most suitable treatment alternative, followed by composting and incineration, with landfill being the least favored. The study recommends that composting could be combined with anaerobic digestion as an optimal FBW management option in Oita City.

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  • Green Technologies and Sustainability
  • Liya E Abera + 2 more

Green stormwater infrastructure (GSI) is commonly implemented to reduce excess stormwater runoff while also producing secondary environmental, health, and aesthetic benefits. However, GSI is sometimes perceived to be cost prohibitive for limited-budget site development projects. This study used lifecycle cost analysis (LCCA) and benefit-cost analysis (BCA) to investigate the cost-effectiveness of GSI combined with conventional stormwater infrastructure for a proposed parcel development site in Oxford, Mississippi, USA. Hydrologic modeling was conducted for a conventional underground detention facility as well as three GSIs (permeable pavement, rain garden, and grassy ditch), all of which met regulatory runoff attenuation targets for the site. The LCCA considered capital and operation and maintenance (O&M) costs. Benefits were estimated under six categories – water, energy, climate, air quality, health, and community – based on existing tools for economic analysis of low impact development (LID). Economic benefits and costs over different scenarios of project lifecycles were compared using the present value (PV) approach in the benefit cost analysis (BCA). The lifecycle costs of two of the three GSIs (rain garden and grassy ditch) were lower than for the conventional alternative alone. However, in all three GSI cases, the long-term benefits of GSI features outweighed the costs. The methodology presented can be adapted to other locations to inform analyses of lifecycle costs and benefits and identify GSI and hybrid infrastructure options that are financially and environmentally feasible.

  • Research Article
  • Cite Count Icon 184
  • 10.1097/00005650-199307001-00001
Health care CBA/CEA: an update on the growth and composition of the literature.
  • Jul 1, 1993
  • Medical care
  • Anne Elixhauser + 3 more

Cost-benefit (CBA) and cost-effectiveness analyses (CEA) are methods that enumerate the costs and consequences associated with health-related technologies, services, and programs. This article examines the trends in published CBA and CEA of personal health services from 1979 through 1990. It is based on a bibliography that was compiled to help address the immense need for information on the variation and effectiveness of medical practices, particularly as researchers expand their analysis to a study of the cost effectiveness of medical and surgical interventions, health care technologies, preventive practices, and other health programs. A systematic search was conducted for all articles under the heading "cost-benefit analysis" (which includes cost-effectiveness analysis) and "costs and cost analysis." Data sources included the MEDLARS (National Library of Medicine) database, other bibliographies in specialized areas, reference lists in key articles, and contacts with researchers in the field. All titles and abstracts were scanned to determine if the articles pertained to personal health services and if both costs and consequences were assessed. If both criteria were met, the article was included in the bibliography. This search resulted in 3,206 eligible CBA/CEA publications from 1979 through 1990. The publications were subdivided into two major categories: reports of studies and "other" publications, including reviews, descriptions of methodology, letters, and editorials. Reports of studies and "other" publications were classified into approximately 250 different topic areas. The studies were further classified by parameters, such as study type, publication vehicle, and medical function. This article describes the results of this classification and describes trends during 1979 to 1990 compared with 1966 to 1978. The classification of study reports and "other" publications into 250 topic areas is presented in Appendix A. The entire bibliography is reproduced in Appendix B. Detailed tables of findings are presented in Appendix C, and the results are illustrated graphically in Appendix D. Appendix E provides the coding scheme used in the bibliography's data base.

  • Research Article
  • Cite Count Icon 142
  • 10.1097/00005650-199805001-00001
Health Care CBA and CEA from 1991 to 1996: An Updated Bibliography
  • May 1, 1998
  • Medical Care
  • Anne Elixhauser + 3 more

This article updates, through 1996, a previously published bibliography of health-care cost-benefit and cost-effectiveness analysis, which described the literature from 1979 to 1990. A systematic search of MEDLARS databases was conducted for all articles falling under the medical subject headings "cost-benefit analysis" (which includes cost-effectiveness analysis) and "costs and cost analysis," as well as any article with the term "cost" in the title or abstract. All titles and abstracts were scanned to determine whether articles pertained to personal health services and whether both costs and consequences were assessed. If both criteria were met, the article was included in the bibliography. This search resulted in 3,539 eligible cost-benefit/cost-effectiveness analysis publications from 1991 through 1996. Publications were subdivided into two major categories: reports of studies and "other" publications, including reviews, descriptions of methodology, letters, and editorials. Reports of studies and "other" publications were classified into approximately 250 different topic areas. Studies were further classified by parameters such as study type, publication vehicle, and medical function. This article describes the results of this classification and describes trends during 1991 to 1996 as compared with 1979 to 1990. OVERVIEW OF CONTENTS: The entire bibliography is reproduced in Appendix A. The classification of study reports and "other" publications into topic areas is presented in Appendix B, with numbered references to all bibliography entries. Detailed tables of findings are presented in Appendix C, and the results are illustrated graphically in Appendix D.

  • Research Article
  • 10.47467/elmal.v5i8.4144
Penerapan Model Financial Engineering dengan Cost Benefit Analysis untuk Pengelolaan Investasi Rutin Aset Bergerak di PT XYZ
  • Aug 3, 2024
  • El-Mal: Jurnal Kajian Ekonomi & Bisnis Islam
  • Endah Setyowati

This study aims to apply a financial engineering model with a cost-benefit analysis (Cost Benefit Analysis) in the management of routine investments in movable assets at PT XYZ. The main objective of this research is to provide a systematic and quantitative framework to assist management in making optimal investment decisions. The theory used in this study includes the basic concepts of financial engineering and cost-benefit analysis. Financial engineering provides mathematical and statistical tools and methods to address complex financial problems, while cost-benefit analysis is used to evaluate the advantages and disadvantages of various investment options. The research method used is a case study at PT XYZ. The data collected includes historical financial data, projections of income and expenses, information regarding routine investments made by the company, and interviews with company informants related to cost-benefit analysis. The analysis is conducted using cost-benefit analysis on the aspects of the time value of money, cost analysis, and financial risk by comparing various investment scenarios of movable assets on lease and purchase options. The results of this research are expected to provide recommendations that can be implemented by PT XYZ to improve the efficiency and effectiveness of the company's movable asset investment management and optimize the allocation of the company's financial resources.

  • Research Article
  • Cite Count Icon 24
  • 10.1016/j.jclepro.2023.136503
Cost and health benefit analysis of remediation alternatives for the heavy-metal-contaminated agricultural land in a Pb–Zn mining town in China
  • Feb 25, 2023
  • Journal of Cleaner Production
  • Zhongyu Xu + 3 more

Cost and health benefit analysis of remediation alternatives for the heavy-metal-contaminated agricultural land in a Pb–Zn mining town in China

  • Research Article
  • 10.62718/vmca.bf-baiij.6.2.sc-1225-007
Economic Viability of Lake Interventions: A Benefit- Cost Analysis on Mitigating Kanduli (Arius manillensis) Fishkills in Sampaloc Lake, Philippines
  • Feb 7, 2026
  • Business Fora: Business and Allied Industries International Journal
  • Jericho Trio + 2 more

The Manila Sea Catfish (Arius manillensis), or Kanduli, an endemic benthopelagic species in Luzon, faces severe threats in Sampaloc Lake, Philippines due to lentic overturn events. In Sampaloc Lake, San Pablo City, the Kanduli’s survival is increasingly compromised by lake turnover events driven by the breakdown of thermal stratification. This study analyzes the economic viability of interventions designed to mitigate the anoxic conditions resulting from the mixing of the oxygen-depleted hypolimnion with the surface epilimnion. A Benefit- Cost Analysis (BCA) was conducted on three distinct intervention scenarios: (i) diffused aeration (reactive), (ii) destratification mixers (preventive), and (iii) lake restoration (nature-based). The economic evaluation reveals that Intervention 2 (destratification mixers) is the dominant strategy, yielding a Benefit-Cost Ratio (BCR) of 5.45 and an Internal Rate of Return (IRR) of 58.4%. This preventive measure addresses the root cause of anoxia, offering Pareto-efficient outcomes that benefit both fishery yields and the tourism sector by mitigating hydrogen sulfide odors. In contrast, diffused aeration proved only marginally viable (BCR 1.18; IRR 7.7%), functioning primarily as a short-term insurance policy against fishkill rather than a sustainable economic driver. Lake restoration demonstrated strong efficiency with a BCR of 2.69. The study recommends a hybrid economic approach framed through Pigovian principles. It proposes that the surplus value generated by the economically strategic destratification mixers be utilized to fund the public goods associated with lake restoration, such as native littoral flora conservation. This creates a closed-loop system where economic utility supports ecological preservation.

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