Moussab/ORKG-training-evaluation-set huggingface dataset:
Research field: Science
Title: Tracking the Middle-Income Trap: What is it, Who is in it, and Why?
Abstract: This paper provides a working definition of what the middle-income trap is. We start by defining four income groups of GDP per capita in 1990 PPP dollars: low-income below $2,000; lower-middle-income between $2,000 and $7,250; upper-middle-income between $7,250 and $11,750; and high-income above $11,750. We then classify 124 countries for which we have consistent data for 1950–2010. In 2010, there were 40 low-income countries in the world, 38 lower-middle-income, 14 upper-middle-income, and 32 high-income countries. Then we calculate the threshold number of years for a country to be in the middle-income trap: a country that becomes lower-middle-income (i.e., that reaches $2,000 per capita income) has to attain an average growth rate of per capita income of at least 4.7 percent per annum to avoid falling into the lower-middle-income trap (i.e., to reach $7,250, the upper-middle-income threshold); and a country that becomes upper-middle-income (i.e., that reaches $7,250 per capita income) has to attain an average growth rate of per capita income of at least 3.5 percent per annum to avoid falling into the upper-middle-income trap (i.e., to reach $11,750, the high-income level threshold). Avoiding the middle-income trap is, therefore, a question of how to grow fast enough so as to cross the lower-middle-income segment in at most 28 years, and the upper-middle-income segment in at most 14 years. Finally, the paper proposes and analyzes one possible reason why some countries get stuck in the middle-income trap: the role played by the changing structure of the economy (from low-productivity activities into high-productivity activities), the types of products exported (not all products have the same consequences for growth and development), and the diversification of the economy. We compare the exports of countries in the middle-income trap with those of countries that graduated from it, across eight dimensions that capture different aspects of a country’s capabilities to undergo structural transformation, and test whether they are different. Results indicate that, in general, they are different. We also compare Korea, Malaysia, and the Philippines according to the number of products that each exports with revealed comparative advantage. We find that while Korea was able to gain comparative advantage in a significant number of sophisticated products and was well connected, Malaysia and the Philippines were able to gain comparative advantage in electronics only.
Extracted statement — has research problem: Middle-Income Trap
Research field: Science
Title: Middle-Income Transitions: Trap or Myth?
Abstract: During the last few years, the newly coined term middle-income trap has been widely used by policymakers to refer to the middle-income economies that seem to be stuck in the middle-income range. However, there is no accepted definition of the term in the literature. In this paper, we study historical transitions across income groups to see whether there is any evidence that supports the claim that economies do not advance. Overall, the data rejects this proposition. Instead, we argue that what distinguishes economies in their transition from middle to high income is fast versus slow transitions. We find that, historically, it has taken a “typical” economy 55 years to graduate from lower-middle income ($2,000 in 1990 purchasing power parity [PPP] $) to upper-middle income ($7,250 in 1990 PPP $). Likewise, we find that, historically, it has taken 15 years for an economy to graduate from upper-middle income to high income (above $11,750 in 1990 PPP $). Our analysis implies that as of 2013, there were 10 (out of 39) lower-middle-income economies and that 4 (out of 15) upper-middle-income economies that were experiencing slow transitions (i.e., above 55 and 15 years, respectively). The historical evidence presented in this paper indicates that economies move up across income groups. Analyzing a large sample of economies over many decades, indicates that experiences are wide, including many economies that today are high income that spent many decades traversing the middle-income segment.
Extracted statement — has research problem: Middle-Income Trap
Research field: Science
Title: Growth Slowdowns and the Middle-Income Trap
Abstract: The “middle-income trap” is the phenomenon of hitherto rapidly growing economies stagnating at middle-income levels and failing to graduate into the ranks of high-income countries. In this study we examine the middle-income trap as a special case of growth slowdowns, which are identified as large sudden and sustained deviations from the growth path predicted by a basic conditional convergence framework. We then examine their determinants by means of probit regressions, looking into the role of institutions, demography, infrastructure, the macroeconomic environment, output structure and trade structure. Two variants of Bayesian Model Averaging are used as robustness checks. The results—including some that indeed speak to the special status of middle-income countries—are then used to derive policy implications, with a particular focus on Asian economies.
Extracted statement — has research problem: Middle-Income Trap
Research field: Science
Title: Middle-Income Traps: A Conceptual and Empirical Survey
Abstract: The term "middle-income trap" has entered common parlance in the development policy community, despite the lack of a precise definition. This paper discusses in more detail the definitional issues associated with the term. It also provides evidence on whether the growth performance of middle-income countries (MICs) has been different from other income categories, including historical transition phases in the inter-country distribution of income. A transition matrix analysis and an exploration of cross-country growth patterns provide little support for the existence of a middle-income trap.
Extracted statement — has research problem: Middle-Income Trap
Research field: Science
Title: Transitioning from Low-Income Growth to High-Income Growth: Is There a Middle Income Trap?
Abstract: Is there a “middle-income trap”? Theory suggests that the determinants of growth at low and high income levels may be different. If countries struggle to transition from growth strategies that are effective at low income levels to growth strategies that are effective at high income levels, they may stagnate at some middle income level; this phenomenon can be thought of as a “middle-income trap.” Defining income levels based on per capita gross domestic product relative to the United States, we do not find evidence for (unusual) stagnation at any particular middle income level. However, we do find evidence that the determinants of growth at low and high income levels differ. These findings suggest a mixed conclusion: middle-income countries may need to change growth strategies in order to transition smoothly to high income growth strategies, but this can be done smoothly and does not imply the existence of a middle-income trap.
Extracted statement — has research problem: Middle-Income Trap
Research field: Science
Title: A Flexible Model-Driven Game Development Approach
Abstract: Game developers are facing an increasing demand for new games every year. Game development tools can be of great help, but require highly specialized professionals. Also, just as any software development effort, game development has some challenges. Model-Driven Game Development (MDGD) is suggested as a means to solve some of these challenges, but with a loss in flexibility. We propose a MDGD approach that combines multiple domain-specific languages (DSLs) with design patterns to provide flexibility and allow generated code to be integrated with manual code. After experimentation, we observed that, with the approach, less experienced developers can create games faster and more easily, and the product of code generation can be customized with manually written code, providing flexibility. However, with MDGD, developers become less familiar with the code, making manual codification more difficult.
Extracted statement — has research problem: Model-driven Game Development
Research field: Science
Title: Automatic prototyping in model-driven game development
Abstract: Model-driven game development (MDGD) is an emerging paradigm where models become first-order elements in game development, maintenance, and evolution. In this article, we present a first approach to 2D platform game prototyping automatization through the use of model-driven engineering (MDE). Platform-independent models (PIM) define the structure and the behavior of the games and a platform-specific model (PSM) describes the game control mapping. Automatic MOFscript transformations from these models generate the software prototype code in C++. As an example, Bubble Bobble has been prototyped in a few hours following the MDGD approach. The resulting code generation represents 93% of the game prototype.
Extracted statement — has research problem: Model-driven Game Development
Research field: Science
Title: Engine- Cooperative Game Modeling (ECGM)
Abstract: Today game engines are popular in commercial game development, as they lower the threshold of game production by providing common technologies and convenient content-creation tools. Game engine based development is therefore the mainstream methodology in the game industry. Model-Driven Game Development (MDGD) is an emerging game development methodology, which applies the Model-Driven Software Development (MDSD) method in the game development domain. This simplifies game development by reducing the gap between game design and implementation. MDGD has to take advantage of the existing game engines in order to be useful in commercial game development practice. However, none of the existing MDGD approaches in literature has convincingly demonstrated good integration of its tools with the game engine tool-chain. In this paper, we propose a hybrid approach named ECGM to address the integration challenges of two methodologies with a focus on the technical aspects. The approach makes a run-time engine the base of the domain framework, and uses the game engine tool-chain together with the MDGD tool-chain. ECGM minimizes the change to the existing workflow and technology, thus reducing the cost and risk of adopting MDGD in commercial game development. Our contribution is one important step towards MDGD industrialization.
Extracted statement — has research problem: Model-driven Game Development
Research field: Science
Title: Optic neuritis: oligoclo- nal bands increase the risk of multiple sclerosis
Abstract: ABSTRACT‐ In 1974 we examined 30 patients 0.5–14 (mean 5) years after acute unilateral optic neuritis (ON), when no clinical signs of multiple sclerosis (MS) were discernable. 11 of the patients had oligoclonal bands in the cerebrospinal fluid (CSF). Re‐examination after an additional 6 years revealed that 9 of the 11 ON patients with oligoclonal bands (but only 1 of the 19 without this CSF abnormality) had developed MS. The occurrence of oligoclonal bands in CSF in a patient with ON is ‐ within the limits of the present observation time ‐ accompanied by a significantly increased risk of the future development of MS. Recurrent ON also occurred significantly more often in those ON patients who later developed MS.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: Optic neuritis: Prognosis for multiple sclerosis from MRI, CSF, and HLA findings
Abstract: We investigated the paraclinical profile of monosymptomatic optic neuritis(ON) and its prognosis for multiple sclerosis (MS). The correct identification of patients with very early MS carrying a high risk for conversion to clinically definite MS is important when new treatments are emerging that hopefully will prevent or at least delay future MS. We conducted a prospective single observer and population-based study of 147 consecutive patients (118 women, 80%) with acute monosymptomatic ON referred from a catchment area of 1.6 million inhabitants between January 1, 1990 and December 31, 1995. Of 116 patients examined with brain MRI, 64 (55%) had three or more high signal lesions, 11 (9%) had one to two high signal lesions, and 41 (35%) had a normal brain MRI. Among 143 patients examined, oligoclonal IgG (OB) bands in CSF only were demonstrated in 103 patients (72%). Of 146 patients analyzed, 68 (47%) carried the DR15,DQ6,Dw2 haplotype. During the study period, 53 patients (36%) developed clinically definite MS. The presence of three or more MS-like MRI lesions as well as the presence of OB were strongly associated with the development of MS (p < 0.001). Also, Dw2 phenotype was related to the development of MS (p = 0.046). MRI and CSF studies in patients with ON give clinically important information regarding the risk for future MS.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: A long-term prospective study of optic neuritis: evaluation of risk factors
Abstract: Eighty‐six patients with monosymptomatic optic neuritis of unknown cause were followed prospectively for a median period of 12.9 years. At onset, cerebrospinal fluid (CSF) pleocytosis was present in 46 patients (53%) but oligoclonal immunoglobulin in only 40 (47%) of the patients. The human leukocyte antigen (HLA)‐DR2 was present in 45 (52%). Clinically definite multiple sclerosis (MS) was established in 33 patients. Actuarial analysis showed that the cumulative probability of developing MS within 15 years was 45%. Three risk factors were identified: low age and abnormal CSF at onset, and early recurrence of optic neuritis. Female gender, onset in the winter season, and the presence of HLA‐DR2 antigen increased the risk for MS, but not significantly. Magnetic resonance imaging detected bilateral discrete white matter lesions, similar to those in MS, in 11 of 25 patients, 7 to 18 years after the isolated attack of optic neuritis. Nine were among the 13 with abnormal CSF and only 2 belonged to the group of 12 with normal CSF (p = 0.01). Normal CSF at the onset of optic neuritis conferred better prognosis but did not preclude the development of MS.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: Clinically isolated syndromes: a new oligoclonal band test accurately predicts conversion to MS
Abstract: Background: Patients with a clinically isolated demyelinating syndrome (CIS) are at risk of developing a second attack, thus converting into clinically definite multiple sclerosis (CDMS). Therefore, an accurate prognostic marker for that conversion might allow early treatment. Brain MRI and oligoclonal IgG band (OCGB) detection are the most frequent paraclinical tests used in MS diagnosis. A new OCGB test has shown high sensitivity and specificity in differential diagnosis of MS. Objective: To evaluate the accuracy of the new OCGB method and of current MRI criteria (MRI-C) to predict conversion of CIS to CDMS. Methods: Fifty-two patients with CIS were studied with OCGB detection and brain MRI, and followed up for 6 years. The sensitivity and specificity of both methods to predict conversion to CDMS were analyzed. Results: OCGB detection showed a sensitivity of 91.4% and specificity of 94.1%. MRI-C had a sensitivity of 74.23% and specificity of 88.2%. The presence of either OCGB or MRI-C studied simultaneously showed a sensitivity of 97.1% and specificity of 88.2%. Conclusions: The presence of oligoclonal IgG bands is highly specific and sensitive for early prediction of conversion to multiple sclerosis. MRI criteria have a high specificity but less sensitivity. The simultaneous use of both tests shows high sensitivity and specificity in predicting clinically isolated demyelinating syndrome conversion to clinically definite multiple sclerosis.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: Predicting multiple sclerosis at optic neuritis onset
Abstract: Using multivariate analyses, individual risk of clinically definite multiple sclerosis (C DMS) after monosymptomatic optic neuritis (MO N) was quantified in a prospective study with clinical MO N onset during 1990 -95 in Stockholm, Sweden. During a mean follow-up time of 3.8 years, the presence of MS-like brain magnetic resonance imaging (MRI) lesions and oligoclonal immunoglobulin (Ig) G bands in cerebrospinal fluid (CSF) were strong prognostic markers of C DMS, with relative hazard ratios of 4.68 {95% confidence interval (CI) 2.21 -9.91} and 5.39 (95% C I 1.56 -18.61), respectively. Age and season of clinical onset were also significant predictors, with relative hazard ratios of 1.76 (95% C I 1.02 -3.04) and 2.21 (95% C I 1.13 -3.98), respectively. Based on the above two strong predicto rs, individual probability of C DMS development after MO N was calculated in a three-quarter sample drawn from a cohort, with completion of follow-up at three years. The highest probability, 0.66 (95% C I 0.48 -0.80), was obtained for individuals presenting with three or more brain MRI lesions and oligoclonal bands in the C SF, and the lowest, 0.09 (95% C I 0.02 -0.32), for those not presenting with these traits. Medium values, 0.29 (95% C I 0.13 -0.53) and 0.32 (95% C I 0.07 -0.73), were obtained for individuals discordant for the presence of brain MRI lesions and oligoclonal bands in the C SF. These predictions were validated in an external one-quarter sample.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: Correlation of clinical, magnetic resonance imaging, and cerebrospinal fluid findings in optic neuritis
Abstract: We found 42 of 74 patients (57%) with isolated monosymptomatic optic neuritis to have 1 to 20 brain lesions, by magnetic resonance imaging (MRI). All of the brain lesions were clinically silent and had characteristics consistent with multiple sclerosis (MS). None of the patients had ever experienced neurologic symptoms prior to the episode of optic neuritis. During 5.6 years of follow‐up, 21 patients (28%) developed definite MS on clinical grounds. Sixteen of the 21 converting patients (76%) had abnormal MRIs; the other 5 (24%) had MRIs that were normal initially (when they had optic neuritis only) and when repeated after they had developed clinical MS in 4 of the 5. Of the 53 patients who have not developed clinically definite MS, 26 (49%) have abnormal MRIs and 27 (51%) have normal MRIs. The finding of an abnormal MRI at the time of optic neuritis was significantly related to the subsequent development of MS on clinical grounds, but interpretation of the strength of that relationship must be tempered by the fact that some of the converting patients had normal MRIs and approximately half of the patients who did not develop clinical MS had abnormal MRIs. We found that abnormal IgG levels in the cerebrospinal fluid correlated more strongly than abnormal MRIs with the subsequent development of clinically definite MS.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: Uncomplicated retrobul- bar neuritis and the development of multiple sclerosis
Abstract: Abstract A retrospective study of 30 patients hospitalized with a diagnosis of uncomplicated retrobulbar neuritis was carried out. The follow‐up period was 2–11 years; 57% developed multiple sclerosis. When the initial examination revealed oligoclonal bands in the cerebrospinal fluid, the risk of developing multiple sclerosis increased to 79%. With normal cerebrospinal fluid the risk decreased to only 10%. In the majority of cases, the diagnosis of MS was made during the first 3 years after retrobulbar neuritis.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: Can CSF predict the course of optic neuritis?
Abstract: To discuss the implications of CSF abnormalities for the course of acute monosymptomatic optic neuritis (AMON), various CSF markers were analysed in patients being randomly selected from a population-based cohort. Paired serum and CSF were obtained within a few weeks from onset of AMON. CSF-restricted oligoclonal IgG bands, free kappa and free lambda chain bands were observed in 17, 15, and nine of 27 examined patients, respectively. Sixteen patients showed a polyspecific intrathecal synthesis of oligoclonal IgG antibodies against one or more viruses. At 1 year follow-up five patients had developed clinically definite multiple sclerosis (CDMS); all had CSF oligoclonal IgG bands and virus-specific oligoclonal IgG antibodies at onset. Due to the relative small number studied at the short-term follow-up, no firm conclusion of the prognostic value of these analyses could be reached. CSF Myelin Basic Protein-like material was increased in only two of 29 patients with AMON, but may have potential value in reflecting disease activity, as the highest values were obtained among patients with CSF sampled soon after the worst visual acuity was reached, and among patients with severe visual impairment. In most previous studies of patients with AMON qualitative and quantitative analyses of CSF IgG had a predictive value for development of CDMS, but the results are conflicting.
Extracted statement — has research problem: Multiple sclerosis
Research field: Science
Title: Chemical Composition of the Essential Oil ofArtemisia herba-albaAsso Grown in Algeria
Abstract: Abstract The essential oil obtained by hydrodistillation from the aerial parts of Artemisia herba-alba Asso growing wild in M'sila-Algeria, was investigated using both capillary GC and GC/MS techniques. The oil yield was 1.02% based on dry weight. Sixty-eight components amounting to 94.7% of the oil were identifed, 33 of them being reported for the frst time in Algerian A. herba-alba oil and 21 of these components have not been previously reported in A. herba-alba oils. The oil contained camphor (19.4%), trans-pinocarveol (16.9%), chrysanthenone (15.8%) and β-thujone (15%) as major components. Monoterpenoids are the main components (86.1%), and the irregular monoterpenes fraction represented a 3.1% yield.
Extracted statement — has research problem: Oil
Research field: Science
Title: Extraction by Steam Distillation ofArtemisia herba-albsEssential Oil from Algeria: Kinetic Study and Optimization of the Operating Conditions
Abstract: Abstract In order to study the extraction process of essential oil from Artemisia herba-alba, kinetic studies as well as an optimization of the operating conditions were achieved. The optimization was carried out by a parametric study and experiments planning method. Three operational parameters were chosen: Artemisia mass to be treated, steam flow rate and extraction time. The optimal extraction conditions obtained by the parametric study correspond to: a mass of 30 g, a steam flow rate of 1.65 mL.min−1 and the extraction time of 60 min. The results reveal that the combined effects of two parameters, the steam water flow rate and the extraction time, are the most significant. The yield is also affected by the interaction of the three parameters. The essential oil obtained with optimal conditions was analyzed by GC-MS and a kinetic study was realised.
Extracted statement — has research problem: Oil
Research field: Science
Title: Chemical composi- tion of Algerian Artemisia herba-alba essential oils isolated by microwave and hydrodistillation
Abstract: Abstract Isolation of the essential oil from Artemisia herba-alba collected in the North Sahara desert has been conducted by hydrodistillation (HD) and a microwave distillation process (MD). The chemical composition of the two oils was investigated by GC and GC/MS. In total, 94 constituents were identified. The main components were camphor (49.3 and 48.1% in HD and MD oils, respectively), 1,8-cineole (13.4–12.4%), borneol (7.3–7.1%), pinocarvone (5.6–5.5%), camphene (4.9–4.5%) and chrysanthenone (3.2–3.3%). In comparison with HD, MD allows one to obtain an oil in a very short time, with similar yields, comparable qualities and a substantial savings of energy.
Extracted statement — has research problem: Oil