Human African Trypanosomiasis Treatment

Human African Trypanosomiasis Treatment THE synthesis of novel hydrazone compounds to determine the potential anti-parasitic properties and efficacy in the treatment of Human African Trypanosomiasis. ABSTRACT Human African Trypanosomiasis is caused by two sub-species of trypanosome, Trypanosoma brucei gambiense and Trypanosoma brucei rhodeisense. The protozoan parasite has complex mechanisms to evade immune destruction and hence survives in the host, leading to eventual death without treatment. Treatment such as Suramin and Melarsoprol are limited and have high toxicity, often leading to further complications. Alternative therapies are drastically needed to combat trypanosomal infection, with novel hydrazone compounds currently in development promoting trypanocidal activity. The aims and objectives of this research project include the synthesis of novel hydrazone compounds, with aims of high efficacy and low toxicity, namely against Trypanosoma brucei rhodesiense. This was achieved through a series of reactions, with proton NMR spectra used to confirm the structures of novel hydrazone compounds, and biological screening analysis used to assess the trypanocidal activity in vitro. IC50 valu es were obtained for all hydrazones synthesized, the best results coming from HD1, 9.29 ÂÂ µM, and HD6, 16.18 ÂÂ µM. Overall, the presence of chlorine in the compound typically lowered trypanocidal activity when compared to HD1, which lacked chlorine atoms. Despite other compounds in literature having much lower IC50 values, the results remain promising, demonstrating trypanocidal activity against T. brucei brucei, the infective form of trypanosome that affects animals. Trypanocidal activity against Trypanosoma brucei brucei suggests potential activity against Trypanosoma brucei rhodesiense, signifying the IC50 values obtained from novel hydrazones. Furthermore, the biological properties of hydrazone structures demonstrate the potential to develop additional analogues and derivatives, which could contribute to combatting Trypanosoma brucei rhodesiense infection. Likewise, alternative therapies that can cross the blood-brain-barrier are another interest regarding research i n the field. Trypanosoma brucei rhodesiense proceeds rapidly once an individual has been exposed to the parasite, with severe side effects and high mortality rates. This reinforces the need for better and more effective treatment and management of the disease. Key words: Trypanosomiasis, Trypanosoma brucei rhodesiense, hydrazone, Suramin, Melarsoprol, proton NMR, IC50 values 1.1. Background of Human African Trypanosomiasis Human African Trypanosomiasis (HAT), or African sleeping sickness, is a disease affecting a large proportion of Africa, with a suspected 60 million people at risk (Kennedy, 2013).It is caused by two subspecies of trypanosome, a unicellular and flagellated protozoan parasite, with Trypanosoma brucei rhodesiense (T.b.r) causing East- African sleeping sickness, and Trypanosoma brucei gambiense (T.b.g) causing West-African sleeping sickness. West African sleeping sickness is much more prevalent in terms of the whole continent, with 6228 cases reported in 2013. Incidence has decreased massively since 2000, with 25,865 reported cases, although this figure is suspected to be higher due to unreported disease incidence. It is the causative sub-species in 98% of cases. The other 2% of cases are classified as East-African sleeping sickness, with 86 cases reported in 2013, approximately 88% lower than in 2000 (709 cases reported) (Franco et al., 2014). Despite the low incidence of T.b.r infectio n, symptoms are severe and death occurs in almost all patients without treatment. Treatment for suchinfections are limited and have high toxicity, signifying the need for development. Transmission of the protozoan parasite is via the vector, the tsetse fly. Infections with T.b.r proceed rapidly, with entry of infectious metacyclic trypomastigotes into the human bloodstream, lymphatic system and cerebrospinal fluid (CSF) following the initial bite, where proliferation occurs. The tsetse fly ingests a blood meal from an infected animal, with cattle and ungulates acting as reservoirs (Palmer Wells, 2012), and hence ingests trypomastigotes. Various cell divisions and binary fission occur in the mid-gut of the fly to form procyclic trypomastigotes, and conformational changes occur to allow the trypomastigotes to bind to the salivary epithelia. Once attached, the parasite can once again replicate via asymmetric division (Pepin, 2014) to form metacyclic trypanosomes. It is in this way that a person becomes infected with T.b.r (Langousis Hill, 2014). 1.2. Immunology The causative parasite manifests in hosts due to the evasion of the immune system through antigenic variation, delaying the immune response and therefore allowing the parasite to complete its complex lifecycle (Stijlemans et al., 2016). The parasite expresses variant surface glycoproteins (VSGs) on its cell membrane via a glycophosphatidylinositol anchor to serve as a protective barrier. While the immune response induces antibody development against the VSG being expressed, the parasite can switch VSG due to the large amount of VSG genes the genome possesses. This causes new antibodies to form against the newly expressed VSG, and the parasite continues to change VSGs to avoid destruction. Furthermore, the parasites alter their energy metabolism and internal structure, presenting further issues for the immune system (Stijlemans et al., 2016). T.b.r. is resistant to human trypanosome lytic factors (TLFs) containing apolipoprotein L1 (ApoL1), and this is due to the existence of the seru m resistance protein (SRP) coded for by the SRA gene. This binds to TLF-1 and therefore prevents ApoL1-mediated lysis of the infected parasitic cells (Kennedy, 2013; Bart et al., 2015). Kato et al. noted the upregulation of certain cytokines following T.b.r infection, namely IFN-ÃŽÂ ³, IL-10, IL-6 and TGF-ÃŽÂ ² (Kato et al. 2015). Furthermore, these cytokines may play a key role in the inflammatory immune response. IL-6 and IL-10 were upregulated upon CSF examination of late stage patients, and those with CSF trypanosomes had higher levels of WBCs, positively correlating with IL-6 CSF levels. Despite this, no significant changes in levels of cytokines at different stages in HAT were noted. Both subspecies of trypanosome cause non-specific inflammatory responses, resulting in non-specific symptoms. This demonstrates the difficulty in diagnosis and staging of T.b.r infection, and therefore poses a hindrance in regards to timely treatment (Lamour et al. 2015). 1.3. Symptoms Symptoms, typically manifesting 1-3 weeks after bite, include myalgia, hyperplasia of the lymph nodes and spleen, and weight loss in the haemolymphatic stage, and there is clear central nervous system (CNS) involvement in later stages (Pepin, 2014; Kennedy, 2013). It is in this meningoencephalitic stage where patients often exhibit behavioural and motor disturbances including tremors, speech complications, anxiety, confusion, personality changes and others. Further complications may manifest, including ocular difficulties, acute renal failure, multi-organ failure and chronic lymphocytic meningoencephalitis. Death is highly likely to occur in those who do not receive treatment. Trypanosoma brucei produces an aromatic compound called tryptophol, and this induces sleep in humans. Other complications with sleep include irregular patterns of sleep or interrupted sleep, insomnia during the night and sleepiness during the daytime. 1.4. Current problem Current pharmaceutical treatment including intravenous Suramin or Melarsoprol is ineffective and potentially toxic, with patients suffering with neurological dysfunction and post- treatment reactive encephalopathy. Co-administration with eflornithine and nifurtimox has been used to treat T.b.r infection also, but remains somewhat ineffective. Suramin is provided intravenously as the first line treatment for the haemolymphatic stage of T.b.r infection, however this treatment can lead to side effects such as renal failure, peripheral neuropathy and anaphylactic shock, amongst others. It acts by binding to enzymes in the glycosome and disrupts glycolysis within the trypanosome (Babokhov et al., 2013). Should the parasite cross the blood-brain barrier in the later stages of the disease, the treatment options are toxic and limited to the arsenic compound, Melarsoprol, which acts by disrupting trypanosomal redox mechanisms. Treatment with this can lead to further complications such as post-treatment reactive encephalopathy seen in 10% of patients (Palmer Wells, 2012), subsequently causing comas, seizures and cerebral oedema for example. Co-administration of eflornithine with nifurtimox, a hydrazone of 5-nitro-2-furaldehyde, has been shown to demonstrate trypanocidal activity, and is routinely used to treat T.b.g. It has shown trypanocidal activity against T.b.b in mice, however has been relatively ineffective against T.b.r. Furthermore, although eflourthrine abides Lipinskis rule of five in theory, in practice it is a highly hydrophobic compound, and is therefore unlikely to cross inner membranes once administered (Gilbert, 2014). It is therefore administered intravenously. Due to there being no self-cure for T.b.r, treatment is required for a recovery to be made. Furthermore, many of the drugs developed are only applicable to bloodstream trypomastigotes, rather than those that have crossed the blood-brain barrier (Palmer Wells, 2012). Factors such as this demonstrate the problematic nature of the disease, as well as the need for alternative therapies to combat the infection. 1.5. Current research Currently, novel treatments are in development with the hope that toxicity is reduced and efficacy is increased against trypanosomal parasites, namely T.b.r and T.b.b. To determine whether a proposed therapeutic compound is likely to be membrane permeable and therefore orally bioavailable, the Lipinskis rule of 5 is applied. To be within the limits of the rule means that the compound is orally bioavailable and easily absorbed by the body (Leeson, P. 2012). The rules state that the molecular weight of the compound must be less than 500 Daltons, the lipophilicity value is less than 5, represented as a LogP value, the number of hydrogen bond acceptors must be less than 10, and the number of hydrogen donators must be less than 5. Hydrogen bond acceptors include highly electronegative atoms not bound to a hydrogen atom and with free electrons on its outer shell, including oxygen and nitrogen. In newer literature, fluorine may be considered and counted as a hydrogen acceptor. This contrasts with a hydrogen bond donor, any atom that donates a hydrogen atom that it is bound to break or form a bond. All novel compounds are assessed under these rules to dete rmine properties involved in pharmacokinetics (absorption, distribution, metabolism and excretion). Oral administration is non-invasive, more bioavailable and simpler for patient use, all of which is desirable for a new treatment for T.b.r infection. Furthermore, a compound designed may still be orally bioavailable if a single rule is not adhered to. Benzoxaborole compounds have recently been suggested as a new, novel treatment for Trypanosoma brucei (T.b.r and T.b.g) in vitro, namely SCYX-7158 oxaborole(Jacobs et al., 2011). The orally-active treatment is suggested to have high efficacy for both acute and chronic stages of the disease due to the treatment being permeable to the CNS, and properties such as distribution, metabolism, elimination, absorption and toxicology are apparent in vitro. A viability assay combined different whole cell T. brucei spp.and the novel compound to gain positive results of anti-parasitic activity. This treatment demonstrated concentration-dependency, and most trypanocidal activity came from the first 8 hours of a 24-hour exposure. Furthermore, the irreversibility of trypanocidal activity was noted during a short exposure. In vivo, SCYX-7158 was examined against an infection with T.b.b to monitor passage across the blood-brain barrier, with mice models providing an 80% cure rate over a 7 day-treatmen t. Benzoxaboroles, like hydrazones, have demonstrated anti-cancer, anti-fungal, anti- bacterial, anti-viral, anti-inflammatory and anti-parasitic properties with a low intrinsic toxicity similar to table salt when decomposed (Liu et al., 2014). This is due to the metabolites of benzoxaboroles being found to be boric acid and oxidative deboronation products, both with very low toxicity. Per Lipinskis law, it is an orally bioavailable drug with very low IC50 values ranging from 0.19 to 1.008 ÂÂ µM, demonstrating high trypanocidal activity in vitro. An IC50 value is value is the inhibitory concentration value at which 50% inhibition of target cells has occurred. It is important when comparing the difference in the potency of compounds. A higher value represents less efficacy, with smaller values representing good trypanocidal activity in this case. It is a pharmacokinetic parameter, measuring the relationship between drug target and drug. Other research at the forefront include the development of hydrazone compounds of 5-nitro-2-furaldehyde and adamantine alkanohydrazine (Foscolos et al., 2016). Adamantine and derivatives have been previously shown to have trypanocidal activity, increasing for the more hydrophobic, phenyl and cyclohexyl substituents. These compounds and derivatives demonstrated good trypanocidal activity, approximately 20 times greater than nifurtimox. The lowest IC50 value obtained was 0.386 ÂÂ µM. Following the same study, it was found that in the absence of the nitro group, no trypanocidal activity was demonstrated, highlighting the trypanosomal nitro reductase mechanism these novel compounds work by. In terms of the structure-activity relationship, it was seen that the selectivity of compounds against T. brucei species increased when the distance between the carbonyl group and the adamantine skeleton was increased, with derivatives containing 3-cyclopentyl and 3-phenyl being more biologically active than other compounds. In conjunction, the lipophilicity and conformational structure contributed to the efficacy of these novel compounds, with increased lipophilicity and conformational flexibility promoting trypanocidal activity. 1.6. Aims of research Better pharmaceutical treatments with high efficacy and less lethal side-effects are drastically needed for T.b.r infection. Current research demonstrates the potential use of hydrazone compounds and derivatives in combatting parasitic infections, amongst others. Guidance from project supervisor Dr A Bhambra was given throughout the project regarding the structures of compounds. Hydrazones are defined as having the structure R1R2C = NNH2, the N=H bond is conjugated with a lone pair of electrons on the functional nitrogen atom (Verma et al. 2014). Research suggests hydrazone compounds also demonstrate anticancer, anti-inflammatory and anti-HIV properties, signifying biological variety and the potential to treat other diseases (Verma et al., 2014). It is because of these properties that new hydrazone compounds are in development, with the aim of synthesising novel compounds which demonstrate similar properties when applied against Trypanosoma brucei infection, and hence a potential the rapeutic for T.b.r. 2.1. Chemistry/ experimental synthesis The synthesis of four novel hydrazone compounds of reactants A-D and Pentafluorophenyl hydrazine (PFH) (Figure 3) was performed. All solvents and reactants were commercially available. Reflux condensation reactions with relevant reactant (3 mmol) and PFH (3 mmol) were performed, with continuous heating (oil bath) and stirring of compounds at 100-150 ÂÂ °C approximately. Compounds were separated with ethyl acetate (60 ml) and distilled water (50 ml). Excess magnesium sulphate was added to remove any excess water and products were vacuum filtered. Recrystallization reactions with boiling ethanol (10 ml approximately) not in excess were performed, and compounds were vacuumed down to give final compounds. Thin Layer Chromatography (TLC) analysis was performed for all compounds throughout the stages of experiment to monitor the constituents of the final product. Prior to NMR analysis, compounds were dissolved in chloroform (800 ÂÂ µL) with exception of HD6 (with reactant D), dis solved in DMSO (400 ÂÂ µL). 2.2. Biological Screening Analysis Further viability tests were carried out to assess the trypanocidal activity of each compound. Compounds were sent to the London School of Tropical Medicine for biological screening analysis against T.b.b. Stock drug solutions were prepared in DMSO at 20 mg/ml and further diluted appropriately. All assays were performed with use of 96-well microtiter plates, each well containing 100 ÂÂ µL of parasite culture, and serial dilutions of the compound in triplicate. Wells were incubated at 37ÂÂ °C for 72 hrs in 5% CO2. Control wells contained no compound, and blanks consisted of medium only. Following this, the MIC was determined and assurance of growth in control wells. 20 ÂÂ µL of Alamar Blue was added to wells, and plates were incubated for 2-4 hrs more. Plates were read on Gemini Plate Reader with an excitation wavelength of 530 nm and emission wavelength of 580 nm. Following this, IC50 values were obtained. Four novel hydrazone compounds were synthesised, shown in table 1. The electrophilic carbonyl group of appropriate reactants A-D reacted with the nucleophilic nitrogen (hydrazine portion) of PFH by nucleophilic addition. IC50 values gained demonstrated potential, especially HD1 and HD6. Proton NMR analytical results from spectra obtained are demonstrated below, showing the amount of hydrogens (or protons) in each compound as well as their corresponding intensities. Throughout synthesis, TLC was performed for each compound to visualize the two reactants, the formed product and any other substance that may be present. Rf values and appropriate TLC analysis results are illustrated in alongside compounds in table 1. 3.1. HD1 Beige crystals (50% yield); ÃŽÂ ´H (CDCl3) 7.28 (1H, s), 7.32-7.42 (3H, m), 7.64 (2H, dd), 7.82 (1H, s). 3.2. HD4 Pink crystals (50% yield) ÃŽÂ ´H (CDCl3) 7.30 (2H, s), 7.35 (1H, s), 7.45-7.50 (1H, m), 7.62 (1H, s), 7.73 (1H, s). 3.3. HD5 Beige crystals (H (CDCl3) 7.32-7.38 (3H, s), 7.54-7.60 (2H, d), 7.78 (1H, m). 3.4. HD6 Red crystals (H (CDCl3) 7.37 (1H, s), 7.45 (2H, s), 7.70 (2H, s). 3.5. Biological screening analysis Results obtained from the London School of Tropical Medicine included IC50 values for all hydrazones synthesised. These are listed alongside appropriate compounds in table 1. HD1 had an IC50 value of 9.29 ÂÂ µM; HD4 34.37 ÂÂ µM; HD5 34.09 ÂÂ µM and HD6 16.18 ÂÂ µM. Formation of all compounds HD1, HD4, HD5 and HD6 (table 1) followed the general mechanism illustrated in appendix 1. R1 should be substituted with relevant reactant (A-D) benzene rings. Electrophilic reactants accept free pairs of electrons from the nucleophilic nitrogen atom of PFH by nucleophilic addition. The formation of a biologically active centre was documented (Verma, 2014). All compounds synthesised contain phenyl groups, which has been suggested in literature to promote trypanocidal activity (Foscolos et al., 2016). Hydrazones synthesised are also non-polar and hydrophobic compounds, meaning that they carry no net charge and are not soluble in water. Furthermore, an increase in hydrophobicity also promotes trypanocidal activity, however has been suggested to make the compound less bioavailable (Gilbert et al., 2014). Proton NMR spectra demonstrate relative intensities in parts per million (ppm) of protons or hydrogens in the compound. Despite only hydrogens being of interest, it is important to consider the other electronegative groups that exist within the compound such as phenyl groups or -OH groups, which produce different peaks. The solvent peak demonstrates as a sharp, well distinguished peak to exclude it from the compound results. Singlet, doublet and Name Reactant Structure IC50 value (ÂÂ µM) TLC (illustrated- not to scale) Rf value (cm) HD1 Benzaldehyde (reactant A) 9.29 0.73 HD4 3-chlorobenzaldehyde (reactant B) 34.37 0.48 HD5 4-chlorobenzaldehyde (reactant C) 34.09 0.43 HD6 3,4-dichlorobenzaldehyde (reactant D) 16.42 0.57 multiplet peaks were all demonstrated on the spectra. NMR analysis reflects the structures synthesised, confirming the number and positioning of hydrogens. The spectra observed demonstrated some sharp peaks and others more broad. Furthermore, some peaks were somewhat distorted due to the presence of chlorine on the aromatic benzene ring. Limitations of the experimental synthesis included low yields obtained from synthesised hydrazones. This could have been possibly due to the recrystallization step or some of the reactants not converting into product. Factors such as this could have been improved to gain better results. In addition, yields were estimated due to not weighing compounds beforehand, therefore weighing the compounds when they were initially synthesised would improve the data. 4.1. HD1 From the NMR spectra, HD1 contained 7 hydrogen atoms, one at 7.28 ppm as a singlet peak, three at 7.32 7.42 ppm as a mutliplet peak, two at 7.64 ppm as a doublet peak and one hydrogen at 7.82 ppm as a singlet peak. All novel compounds synthesised differ in terms of the aromatic benzene ring on the relevant reactants, therefore the positioning and amount of chlorine attached to this aromatic ring demonstrates the difference in IC50 values. This coincides with the biological activity against T.b.b. HD1 is formed of benzaldehyde and PFH, and therefore does not possess any chlorine atoms. The IC50 values were the lowest for HD1 at 9.29ÂÂ µM, which suggests that the presence of chlorine in the compound may decrease trypanocidal activity. 4.2. HD4 HD4 contained six hydrogen atoms, two at 7.30 ppm as a singlet peak, one hydrogen at 7.35 ppm as a singlet peak, one hydrogen at 7.45-7.50 ppm as a multiplet peak and a one hydrogen as a singlet peak at 7.73 ppm. HD4 contained a chlorine group on the 3rd carbon of the reactant benzene ring, with displacement of chlorine by (bio)nucleophiles, facilitated by the electrophilic carbon centre determining biological properties observed. However, it has been suggested that the presence of a chlorine atom at a non-reactive aromatic double bond diminishes reactivity (Naumann, 2003). The IC50 value for HD4 was 34.37 ÂÂ µM, the highest value from all the compounds synthesised. This supports the notion that chlorine atoms present in the compound reduces trypanocidal activity rather than improving it. 4.3. HD5 HD5 also contained six hydrogens, with three hydrogens at 7.32 7.38 ppm in a singlet peak, 2 hydrogens at 7.54 7.60 ppm in a doublet peak, and one hydrogen at 7.78 ppm in a multiplet peak. HD5 also contained a chlorine atom but on the forth carbon of the benzene ring, as opposed to the third. Altering the position of the chlorine atom did allow for an improved IC50 value to be obtained, which was 34.09 ÂÂ µM. This however remains much less effective than HD1. 4.4. HD6 HD6 contained five hydrogen atoms, one at 7.37 ppm as a singlet peak, one at 7.35 ppm as a singlet peak, two at 7.45 ppm in a singlet peak, and 2 hydrogens at 7.70 ppm in a singlet peak. Despite the presence of chlorine in both HD4 and HD5 causing less effective activity against T.b.b, HD6 contained two chlorine atoms attached to the benzene ring, and the IC50 value obtained was nearly half that of HD4 and HD5 at 16.18 ÂÂ µM. This suggests that the presence of one chlorine atom existing at any carbon on the benzene ring does not promote trypanocidal activity, however the presence of 2 attached chlorine atoms did aid activity. 4.5. Oral bioavailability Per Lipinskis rule of 5, all novel compounds fall within the laws except from HD1, which contains 6 hydrogen bond donors. HD1 therefore would be more bioavailable if administered intravenously, however may still be orally bioavailable as only one rule has been violated, with the rest all being adhered to. Despite this, the other novel compounds alone demonstrate progression in seeking an orally bioavailable treatment for HAT, linked with reducing toxicity amongst being easier and more accessible for those who require it. Furthermore, the use of PFH incorporates many fluorine atoms, which increases lipophilicity (Citation), increasing activity in vivo, as well as increasing fat solubility and therefore allowing the compounds to easily pass through membranes in the body. Retaining fluorine is a desirable property due to the improvement of metabolic stability as a result of the high strength C-F bond. It is a relatively small molecule, with a high electronegativity value. All properties such as this contribute to biological responses within the body. 4.6. Comparison to literature IC50 values HD1 and HD6 demonstrated the most promising results of 9.29 and 16.18 ÂÂ µM. For comparison intentions, alternative novel therapies at the forefront of science such as adamantine alkanohydrazine hydrazones and benzoxaborole SCYX-7158 have IC50 values of 0.386ÂÂ µM and 0.19 to 1.008ÂÂ µM respectively (Foscolos et al., 2016; Jacobs et al., 2011). Although the results from the synthesised compounds are promising and suggest trypanocidal activity against Trypanosoma brucei, both SCYX-7158 and the adamantine alkanohydrazine hydrazones have much lower IC50 values, suggesting that the structures of novel compounds could be improved and altered to gain better trypanocidal activity. Furthermore, current treatment Melarsoprol and Suramin have IC50 values of 0.046 and 0.004-0.009 ÂÂ µM, much lower than the compounds synthesised (Torreele et al., 2010). However, as stated above, these treatments offer high toxicity and high mortality rates following administration, and the fa ct that the novel compounds synthesised (HD1 especially) have low IC50 values remains promising. Furthermore, both Suramin and Melarsoprol are administered intravenously, posing more problems in terms of accessibility as developing countries where the disease is endemic possibly do not possess the facilities to administer treatment. This is unlike the synthesised hydrazone compounds, which all theoretically can be administered orally, therefore moving towards better treatment and management of T.b.r infection. HD4 and HD5 demonstrate lower trypanocidal activity than HD1 and HD6, therefore further progression on HD1 especially would allow for potentially more effective trypanocidal compounds, represented by lower IC50 values upon testing. Furthermore, new compounds in other literature with the highest trypanocidal activity, namely 5-nitro-2-furaldehyde and adamantine alkanohydrazine hydrazones and benzoxaboroles, provide a platform for future work and development of structural analogues of hydrazones to promote trypanocidal activity. To confirm that the novel compounds synthesised are in fact effective against T.b.r, further testing is required in a controlled level 3 laboratory where the p

Web Based Information System

Implications for project management and development processes The unique nature of many web-based applications broadens the role of traditional project management and adds a new dimension to the software development process. In addition to the participation and contribution of analysts, designers, programmers, architects, managers, domain experts and so on, web-based applications often contain significant multimedia content (images, movie clips, sound clips and text) requiring specialist resources for their development. Multimedia development Groups separate from the software engineers usually produce multimedia web content in parallel, in a similar way that on-line help is typically produced by a technical writer rather than a software developer. Some recent studies indicate that specialist resources needed to develop multimedia content may outnumber software engineers. For the purposes of estimating software development effort, multimedia content is assumed to exist and the effort required for their production is outside the scope of the software engineering process. However, the effort of integrating these elements needs to taken into account. Furthermore the effort to create the multimedia content itself must be incorporated to produce an overall project estimate. focus on developing business logic The novelty of developing web-based applications can be captivating and may obscure the fact that modelling an application’s business logic, whether it is being implemented in a web page, a component or an object remains the central focus of the project. Web-based application development requires project management best practice as much as any other type of application development. Business networking Business networking is a marketing method by which business opportunities are created through networks of like-minded business people. There are several prominent business networking organizations that create models of networking activity that, when followed, allow the business person to build new business relationship and generate business opportunities at the same time. Many business people contend business networking is a more cost-effective method of generating new business than advertising or public relations efforts. This is because business networking is a low-cost activity that involves more personal commitment than company money. As an example, a business network may agree to meet weekly or monthly with the purpose of exchanging business leads and referrals with fellow members. To complement this activity, members often meet outside this circle, on their own time, and build their own â€Å"one-to-one† relationship with the fellow member. Business networking can be conducted in a local business community, or on a more larger scale via the Internet. Business networking websites have grown over recent years due to the Internet's ability to connect people from all over the world. Business networking can have a meaning also in the ICT domain, i. e. the provision of operating support to companies / organizations, and related value chains / value networks. It refers to an activity coordination with a wider scope and a simpler implementation than pre-organized workflows or web-based impromptu searches for transaction counterparts (workflow is useful to coordinate activities, but it is complicated by the use of s. . â€Å"patterns† to deviate the flow of work from a pure sequence, in order to compensate its intrinsic â€Å"linearity†; impromptu searches for transaction counterparts on the web are useful as well, but only for non strategic supplies; both are complicated by a plethora of interfaces — SOA / XML / web services — needed among different organizations and even between different IT applications with in the same organization). Online business networking Businesses are increasingly using business social networks like XING or professional business networking tools like Boardex as a means of growing their circle of business contacts and promoting themselves online. Since businesses are expanding globally, social networks make it easier to keep in touch with other contacts around the world. Specific cross-border e-commerce platforms and business partnering networks now make globalization accessible also for small and medium sized companies. Face-to-face business networking Professionals who wish to leverage their presentation skills with the urgency of physically being present, attend general and exclusive events. Many professionals tend to prefer face-to-face networking over online based networking because the potential for higher quality relationships are possible. Many individuals also prefer face-to-face because people tend to prefer actually knowing and meeting who they intend to do business with. General business networking Before online networking, there was and has always been, networking face-to-face. â€Å"Schmoozing† or â€Å"rubbing elbows† are expressions used among business professionals for introducing and meeting one another, and establishing rapport. Business networking in the ICT domain Companies / organizations — and related value chains / value networks — need some sort of IT support. Traditionally, it is provided by software applications, software packages /suites, ERPs and/or workflows; presently, also by different types of web-based innovations. A truly â€Å"ICT† business networking approach rethinks — and rebuilds — the operating support from scratch, around two key business features: information contributions, to be provided by the activities involved (whether they are performed by human beings, automated tools or jointly by the two, in a coordinated way); (automated) information exchanges, to be provided by the TLC network. Information contributions and exchanges, in turn, need to be supported by data storage (plain or redundant, with or without automated recovery to grant service continuity) and access security (signature, encryption, authentication, decryption), which both can be provided either as add-on's or as built-in features. Introduction to Novell Novell, Inc. has made news over the years for its business struggles. Novell enjoyed success as a popular vendor of network software — principally the NetWare ® operating system. Today the company is working to build an Internet networking business, but they face strong competition. NetWare The NetWare operating system supports the networking of personal computers (PCs). Installed on a PC, NetWare creates a server environment for the sharing of files, printers, and other network â€Å"services. † One of the first software products designed for PC networking, early versions of NetWare appeared in the late 1980s. NetWare 3 was originally called â€Å"NetWare 386† and released for use with Intel's 80386 processor. Likewise, Novell developed NetWare 4 in the early 1990s for the Intel 80486. NetWare 5, the latest version of Novell's operating system, has been available since September, 1998. Together, NetWare 3, 4, and 5 enjoy an installed base of millions of servers worldwide. NetWare encountered stiff competition from Microsoft beginning in the mid-1990s with the introduction of Windows NT Server products. Some believe the rapid growth of Linux server networking — although difficult to measure accurately due to the open nature of that operating system — is also impacting NetWare's popularity. NDS The media sometimes refers to Novell Directory Services (NDS ®) as the â€Å"crown jewel† of Novell's product offerings. Like NetWare, NDS has benefited from a long development history resulting in mature technology with a large installed customer base. What makes NDS especially appealing is its flexibility and the range of potential applications in network management and ecommerce. NDS is an LDAP directory service. Directory services like NDS provide information repositories for distributed network resources ranging from devices to Web site customer profiles. LDAP — the Lightweight Directory Access Protocol — offers a standard way to access this information. Web sites such as CNN and AltaVista use the NDS eDirectoryâ„ ¢ product. eDirectory tracks visitor activity to these sites, building a special-purpose â€Å"database† of customers that can be used to provide personalization services. While NDS was originally a NetWare-only technology, eDirectory now works with Windows NT and 2000, Solaris, and Linux in addition to NetWare 5 servers. Novell offers several other products based on eDirectory technology. NDS Corporate Edition, for example, implements network resource management. The digitalmeâ„ ¢ service adds more secure personalization capabilities to eDirectory. As with NetWare, however, Novell faces competition in the directory services space from Microsoft Active Directory (not to mention products from other vendors such as iPlanet Directory Server). More Web Services In 1996 and 1997, Novell achieved some success with its IntranetWare product family design for intranet data sharing. Today, Novell continues to offer GroupWise email and calendaring for intranets (and other Web-based networks). Novell also is working with technology for Web content caching. The Novell Content Exchange subscription service brings Internet caching and other software to the data center where Web content is served. Conclusion Novell's low stock price has led to speculation of a possible buyout in the company's near future. These rumors are nothing new. As far back as 1996 and 1997, industry pundits debated various buyout or merger scenarios involving IBM, AT&T, Netscape, and even Microsoft. None of these scenarios came to pass, so perhaps it most likely — layoffs aside — that Novell will continue working to grow its network services business in the months and years ahead.

Edgar Degas

Edgar Degas Edgar Degas was born in France; being the oldest out of five children. His family was quite wealthy working as bankers. At a young age, he showed his talent and wanted to become an artist. Being in a wealthy family, he was able to go to good schooling growing up. His father wanted him to go to law school, so he attended Faculty of Law in the University of Paris. He didn't do well in his studies. So he then attended an art school, School of Fine Arts.He used a lot of his free time at an art museum in Paris ladled â€Å"Louvre,† Later, he went to Italy and stayed with his aunt Baron Bluebell to study about Michelangelo and Leonardo dad Vinci. While staying in with his aunt, he painted a famous family picture called The Bluebell Family. He wanted to be a famous artist, so he moved back to Paris in 1859. Degas mainly painted portraits and historical scenes. He turned in his artwork to the Salon for the first time in 1865. The Salon is the official art exhibition in Fra nce.They accepted his artwork of the Scene of War in the Middle Ages. Being enlisted as a national guard during the Franco-Prussian War, this meant little time for painting. He began to stay in Louisiana after the war with his family. During his stay, he mostly painted his family members. He got some attention in France when he painted The Cotton Exchange that was purchased by a museum. Edgar was forced to sell his house when he returned back to France because his brother, Rene, owned a lot of debt. He helped his brother pay the debt by selling his artwork.When the salon started feeling disappointed about his nettings, Degas and a few other artists started organizing their own â€Å"society. † They were called The Impressionists. Edgar took lead in the in organizing the exhibitions. Ingress, Delicacies, and Dandier were the three artists he idealized. Later around the late sass he began to have a passion for photography. He took pictures of his friends, nudes, and dancers. He believed artists should live alone, so he was never married. He spent the rest of his life wandering around Paris, nearly blind. He died 1917.Edgar Degas was known as an Impressionist. Meaning using bright colors, using the effects of light. Degas once said, â€Å"No art was ever less spontaneous as mine, what I do is the result of reflection and of the study of the great masters; of inspiration, spontaneity, temperament, I know nothing. † Collecting Japanese prints influenced his work. He was famous for painting horses, and dancers, although he started off his career painting historical events. Degas changed from painting historical events to modern art. He began to paint people at work, for example, milliners and laundresses.Ever since he started painting modern life, he urged other artists to do the same as well, instead of painting mythological and historical paintings. He changed his brush work, palette, and composition. With his eye troubles of nearly being blind, he n ever really â€Å"finishes† his paintings. In the sass, he mastered oil on a canvas and pastel. Edgar began to draw and paint women in a towel, drying their hair, combing their hair, and taking a bath. He simplified the backgrounds, not too dramatic. He always painted in doors in his studio.Around 860 Degas had a lot of paintings accepted by the Salon. When Edgar Joined the Impressionists, and giving strict rules and Judgment, the Salon rejected the Impressionists. When he submitted the paintings of the nudes, it produced â€Å"the most concentrated body of critical writing on the artist during his lifetime. The overall reaction was positive and laudatory. † Since he was a leader for the Impressionists, Degas was known to be â€Å"one of the founders of impressionism. † Being in the Impressionist movement, he was one of the greatest early artists.

Globalization Of The World War II - 1032 Words

I, as a citizen, should respond to globalization to a moderate extent. Globalization affects different people in a variety of ways. As a citizen, I believe it is my duty to respond to globalization. Globalization not only affects people as individuals, but people as a whole. For example, both World War I and World War II had as big of an impact as they did because of globalization. There are both negative and positive aspects of this. Because of globalization, countries were able to get the support they needed to help fight for their side. On the contrary, this dragged more countries into the wars, and those wars have lasting effects. Through globalization, World War I has caused permanent income taxes for Canada, World War I lead to World War II, and to this day, people are still dealing with the consequences. Archduke Franz Ferdinand had the throne of Austria in 1914. However, on June 18, 1914, Ferdinand was assassinated by a Serb nationalist. In outrage over Ferdinand’s dea th, Austria declared war on Serbia. Russia became involved because of an alliance with Serbia. Because Germany had formed alliance with Austria-Hungary, they declared war on Russia. The British Empire, including Canada, became involved on Serbia’s side. By 1917, both revolution and civil war had began in Russia. The United States had joined the war on the side of the British Empire. On November 18, 1918, Germany signed an armistice, thus ending the war. Soldiers went back to their countries, those thatShow MoreRelatedImpact Of Globalization On The World1229 Words   |  5 Pagesâ€Å"Globalization is the process by which everyday life, marked by the diffusion of commodities and ideas, is becoming standardized around the world.† Presently, the world is considered more globalized than it has ever been. The world today has embarked on strong world relations through trade, exchanging both knowledge and goods. According to the World Trade Organization there are ten benefi ts of trading systems; the first entails the idea that â€Å"people are usually reluctant to fight their customersRead MoreThe Integration Of Globalization907 Words   |  4 PagesThe Relevancy of Globalization The term ‘globalization’ has become the paradigm of explaining the interconnectedness of the world and its inhabitants. While there are numerous definitions, the one coined by Gao Shangquan fits into context: Economic globalization refers to the increasing interdependence of world economies as a result of the growing scale of cross-border trade of commodities and services, flow of international capital and wide and rapid spread of technologies. Since the beginningRead MoreGlobalization: A Form of Colonialism1243 Words   |  5 Pagesdid not end after World War II in 1945. Even with resistance and efforts from independent states after the war, colonialism did not disappear and continued as a dominant system. It remained and changed its form, resulted in the process of globalization, which continued to control over newly independent states following World War II. Globalization, a form of colonialism, maintained power for the system over states or regions through economic terms with the development of the World Bank, and its derivationRead MoreGlobalization: a Process of Change that Cannot be Stopped Essay1334 Words   |  6 Pages Globalization is defined as â€Å"the process by which the experience of everyday life, marked by the diffusion of commodities and ideas, is becoming standardized around the world,† and as â€Å"a process fueled by, and resulting in, increasing cross-border flows of goods, services, money, people, information, and culture.† Presently, globalization has been transpiring at a rather rapid rate. While this increased rate of globalization is a recent phenomenon, globalization has been happening long before theRead MoreTrade And Commerce During The 19th Century Essay1333 Words   |  6 PagesThe world before the 1800’s was ruled mostly by the Kings and there was system of Law in place. As the world entered the 19th Century, there were several changes in system of Ruling. It is important to note that, the world within a span of few decades witnessed an unprecedented growth in the several sectors. Trade and Commerce was developing at a rapid pace. As a result of which several people started searching opportunities for a better living. As a result of rapid development in the Science TechnologyRead MoreGlobalization1491 Words   |  6 PagesGlobalization: A Review of the Literature Sharon Kolb Organizational Behavior Dr. Aguilar December 18th, 2012 Globalization: A Review of the Literature GlobalizationRead MoreDependency Reduces Conflict1344 Words   |  5 Pagesapparent in the new world economic and international system. The creation of interdependence not only reduces the probability of war between nations but it allows for more peaceful resolutions. This essay will focus on firstly understanding the way in which economic interdependence is possible (embedded liberalism), highlighting issues of what would happen if this system weren’t in place and finally how this system renders war an unattractive solution. Economic globalization and economic integrationRead MoreGlobalization and Its Meaning Broadly Speaking, the Term ‘Globalization’ Means Integration of Economies and Societies Through Cross Country Flows of Information, Ideas, Technologies, Goods, Services, Capital,1074 Words   |  5 PagesGlobalization and its Meaning Broadly speaking, the term ‘globalization’ means integration of economies and societies through cross country flows of information, ideas, technologies, goods, services, capital, finance and people. Cross border integration can have several dimensions – cultural, social, political and economic. In fact, some people fear cultural and social integration even more than economic integration. The fear of â€Å"cultural hegemony† haunts many. Limiting ourselves to economicRead MoreThe Economic Globalization Of The United States1102 Words   |  5 PagesThe economic globalization of any given county is the increase of economic integration of the nation in the world’s economy and is the result of cross-border movement of goods, services, technologies and capital. Economic globalization has been seen to help developing countries arrive at a more stable and stronger economic because of its positive effects on crucial issues such as GDP, and their trade as well as their special interactions with different countries, such as the joining of the EuropeanRead MoreEssay on Impact of the Cold War on the World Economies1727 Words   |  7 PagesAbstract from Paper World War II created many issues on a world wide scale, two different forms a government were fighting for influence. This created a divide between communist countries and democratic counties which set up the Cold War. This divided world created a globalized economy unlike ever before, one with communist countries and one with democratic. All the countries of the world, of each government type, were interconnected and dependent on each other. The countries of the opposite group

Pike and Hunting Snake Comparison - 1238 Words

In the poems â€Å"The Hunting Snake† by Judith Wright and â€Å"Pike† by Ted Hughes a strong relationship between man and nature is explored and expressed. Judith Wright was an Australian poet, environmentalist and Aboriginal land rights campaigner. Ted Hughes was an English poet and children’s book writer. Themes discussed in his poems were mostly nature having being fascinated with them from an early age. He wrote frequently of the mixture of beauty and violence in the natural world. Both poets explore the appreciation that humans have for animals therefore creating a strong connection between the two. There is however a strong disconnection that is brought on by the fear and lack of understanding of the animal world that humans have. These†¦show more content†¦It is an â€Å"epiphany† moment for them as they have just witnessed something rare that they think of life differently. Flee meaning run away from a place or situation of danger expre sses the. This could relate to â€Å"scarcely thought†. In this situation the characters could think that they are going to be the victims or the prey of the snake, or that they don’t want to think of the horrible torture that the prey will endure. Either way it shows that they fear the snake and its hunter instinct. The word â€Å"froze† is also used to show the fear and stillness the characters have. Freezing being a result of extreme cold – the snake is later referred to as â€Å"cold†. Cold could also mean evil, wicked, etc. Originally the poet of â€Å"Pike† shows an admiration for the pike and its murderous personality as seen in the 4th stanza. During the 7th stanza we see that the poet begins to record experiences through anecdotes. In particular, this fear is shown in these last 5 stanzas. We see the strength of the cannibalistic nature and from that strength, the unease that comes with it. For example, â€Å"one jammed past its gi lls down the others gullet† and â€Å"iron† – both from stanza 7. We see here the brutal attack on one another. Iron is used to show the stubbornness and power that they have as iron is a strong and fixed material. We see fear in the last 3 stanzas through the story of the fisherman. The character describes the pike as â€Å"immense† – meaning extremely large andShow MoreRelatedIgbo Dictionary129408 Words   |  518 Pagesl in words like á » ¥nà ²Ã¯â‚¬ ¤ rather than h in words like ará » ¥ rather than -la in the perfect form rather than -rA in the neutral form market water house body With these differences, of course, go a host of lexical differences. It is hoped that comparison with other dialects will bring these to light. At the same time, it should be realized that not all the words included here are pure Onitsha. Thus ogà ¨ is a more typically Onitsha word than mÌ€ gbà ¨ for time; yet mÌ€ gbà ¨ is known - and 8 ThereRead More_x000C_Introduction to Statistics and Data Analysis355457 Words   |  1422 PagesPredictors and Sample Size 780 Sections and/or chapter numbers in color can be found at www.thomsonedu.com/statistics/peck xii ââ€"   Contents 15 Analysis of Variance 783 15.1 Single-Factor ANOVA and the F Test 784 15.2 Multiple Comparisons 800 15.3 The F Test for a Randomized Block Experiment 15-1 15.4 Two-Factor ANOVA 15-9 15.5 Interpreting and Communicating the Results of Statistical Analyses 15-22 Activity 15.1 Exploring Single-Factor ANOVA 808 Graphing Calculator Exploration 811

Critical Book Review Red China Blues Essays - 1586 Words

Stephen Mendoza, HIST 2312 Wong, Jan. Red China Blues. Toronto: Doubleday/ Anchor Books, 1996. 395 pages. $11.95 In Jan Wong’s entrancing expose Red China Blues, she details her plight to take part in a system of â€Å"harmony and perfection† (12) that was Maoist China. Wong discloses her trials and tribulations over a course of three decades that sees her searching for her roots and her transformation of ideologies that span over two distinctive forms of Communist governments. This tale is so enticing in due part to the events the author encountered that radically changed her very existence and more importantly, her personal quest for self-discovery. Jan Wong starts out as a naà ¯ve, nineteen year old, Canadian student who is displeased†¦show more content†¦The economy of China boomed once Deng opened its market to foreign investment. It was this shift that caused Wong to start to feel â€Å"schizophrenic† (186), and made her reflect on exactly who she was and what she truly believed in. It was also here that a small sentiment of democracy begin to upheave. The apex of Wong’s book is how she displays the emotional overtones in reciting her account of the Tiananmen Square Massacre of 1989. She tells of being holed up in a hotel across the street from the square and actually being able to see the violence between the protesting students and citizens, and the soldiers of the People’s Liberation Army. When she describes bodies falling from gunshot wounds, people being squashed by tanks, and the bullets ricocheting off their hotel walls, it produces multiple senses of horror, sorrow, and absolute terror. She further hammers this point across by displaying two images taken from the scene (245). 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Demand And Supply Of Certain Resources In Australia

Question: Describe about the Demand And Supply Of Certain Resources In Australia. Answer: Introduction Demand and supply remain two fundamental techniques used in the analysis of micro economics. Demand describes the much a given quantity of a commodity is desired and bought by a consumer at a particular level of price. Supply describes the much of a quantity of a commodity a market can offer for sale at specific level of price. Demand and supply of any given commodity anchors varying variables or factors. The demand for commodity X is based on the price of that commodity (Px), price of the associated commodities, income of the consumer, quantity of consumers or the population, preferences and taste of the buyer. The supply for commodity X anchors the price of that commodity (Px), cost of production, price of inputs, and future anticipation regarding price levels. This paper discusses the mechanisms of demand and supply in microeconomic examination as a framework to help discuss the demand and supply of some resources in Australia alongside other factors other than price that determine demand and supply of such resources. Discussion (i) Mechanism of Demand and Supply Ceteris paribus all other determinants of demand of a resource, an increase in price leads to a decrease in demand, and a decrease in price hikes the demand. Simply put, a negative relationship exist between the quantity demand and the price. Conversely, Ceteris paribus all the determinants of supply of a resource, a jump in price upsurges the supply and a declined price downscales the supply. Put in another word, a positive correlation describes the relationship between price and quantity supplied (Delgado 2003). Where economic forces of demand and supply of a market can freely operate, equilibrium market demand at equilibrium market price follows at a point of intersection of demand and supply curve (demand=supply). Thus, the forces of demand and supply are determinants of market price in case of a free market economy where government interventions is curtailed. The illustration is drawn below graphically: In case of excess demand in the economy, the level of price will hike and with the rise in the level of price, suppliers will upsurge the supply, to meet the demand at the level of equilibrium show by point E above. (ii) Factors other than Price Determining Demand and Supply When other determinants of demand with an exemption of its own price fluctuate, the demand curve shifts upwards or downwards depending on the direction of the underlying fluctuation. For instance, where income of a person rises, then at the same level of price, the demand will upsurge with its curve shifting upwards. However, when the income downscales, then the demand will decline leading to downward shift in demand curve as illustrated in figure 2 below. Where other determinants of supply with an exception of its own price, alter, then the supply curve will shift outwards or inwards concurrently with the price level. For instance, when the production cost of product rises, then the supply will decline (Power, Sohal and Rahman 2001). The supply curve will then shift downwards. However, if the cost of production declines, then the supply will hike thereby shifting the supply curve outwards as indicated in figure 3 below. Based on the above examination of the mechanism of demand and supply, the demand and supply of certain resources (agricultural, mining and human) in Australia can be effectively performed in the subsequent subsection. (iii) Analyzing demand and supply of certain resources in Australian Market There are different resources in Australian market. These resource include mining, agricultural, human resource to mention a few. The demand-supply analysis for these resources remain more or less the same. Nonetheless, slight distinctions have been acknowledged between the two analyses. It should, however, be recognized that the analysis is same with agricultural resources. However, for mining and human resources, the analysis of demand and supply is distinct saves economic exogenous factors. These variables bring varying outcomes in demand and supply analysis of a range of economic resources. In the Eastern Australian Gas Market, for instance, asymmetry of alternatives exist in demand-supply analysis. The demand for this Australian Gas Market remained moderately low before 1990s. This was due to the pressure exerted by the international market rather than the price levels of the gas. Because of the vast scale export development from 1990s, the demand and supply of the Gas market have surged throughout the phase of time (Pearson, Pindyck and Rubinfeld 2005). Presently, taking into account, Bowen Surat gas fields case, it is evident that in the coming dozen years, the Liquefied Natural Gas supply from this particular field was completely missing for the local market despite the lack of a conventional rationale for the decline in LNGs supply. This scenario happened fully because of an external factors (McTaggart, Findlay and Parkin 2012). For these dozen years, the entire gases generated in this field remained completely contracted to Liquefied Natural Gas export. Despite the availability of sufficient gas in the eastern reserve potential of meeting the local supply supported by lack of demand zone shortage, a deficit supply of gases existed in the market. Focusing attention on the mechanism of demand and supply of human resources in the country, it can be seen clearly that the human resource demand in the market exceeds that of supply of skilled workforce. This scenario empties into an upsurge in the level of wage of the employees. Heightened supply is unable to meet the demand in spite of this hiked wage-level. This is because there is insufficiency of skilled workers in the Australian market. Conclusion Based on the analysis presented above, it is rational to conclude that the demand and supply of a given resource in Australia, not only relies on the level of the price for the commodity, but also, on certain exogenous as well as endogenous variables (Bahn and Cameron 2012). This has been clear from the example used under the analysis of demand and supply mechanism. It was seen how the demand and supply curves shift with other respective determinants fluctuations. It was also presented how demand and supply curves behave in case of own price changes while holding other determinants constant. References Bahn, S. and Cameron, R., 2012. Skilled labour supply and demand in resource rich regions in Australia. Delgado, C.L., 2003. Fish to 2020: Supply and demand in changing global markets (Vol. 62). WorldFish. McTaggart, D., Findlay, C. and Parkin, M., 2012.Microeconomics. Frenchs Forest, N.S.W.: Pearson. Pindyck, R. and Rubinfeld, D., 2005.Microeconomics. Upper Saddle River, N.J.: Pearson Prentice Hall. Power, D.J., Sohal, A.S. and Rahman, S.U., 2001. Critical success factors in agile supply chain management-An empirical study. International journal of physical distribution logistics management, 31(4), pp.247-265. Demand and Supply of Certain Resources in Australia Question: Discuss about the Demand and Supply of Certain Resources in Australia. Answer: Analysis of the news article The topic is selected from the ABC news which is uploaded by the Nick Harmsen on 9th March 2017. This article talks about the demand and supply of gas resource in Australian market. This article was presented by the Australian energy market operator which indicates about the shortage of gas supply in Australia (Harmsen, 2017). Gas is a major resource in the market and it can impact the several activities of small business and households. Gas market of Australia is increasing rapidly from last one decade. In this article it is stated that the lower supply of gas in the Australian market would affect the nations power supply. In Australian market, the equilibrium in the supply and demand of gas is not meeting. At the same time, the Australian population is increasing rapidly so it can also threaten the supply of gas in the market. Owing to this, the residential and business would be impacted by the lesser supply of gas (Austrade, 2013). Further, the New South Wales and southern Austral ia would be affected by this lower supply. It is stated that if the supply is not meeting up to the level of demand it resulted into the increment in the price of the gas. From this demand and supply, New South Wales and Southern Australia would be influenced and price of the gas would be increased up to the $14000 per megawatt hour (AEMO, 2016). Along with this, it is also discussed that the lower supply of gas would create a challenge for the energy sector to increase the production of gas (Industry, 2016). Further, the higher demand would influence the commercial and non- commercial people. The economic analysis Australia is one of the most leading economy in the world which is growing rapidly. Oil and gas industry in Australia has a significant contribution in the economy through investment, job opportunities and revenue (Industry, 2016). Further, the contribution is expected to $67 billion by 2030. Demand and supply are the important concepts in microeconomics and these can affect the market scenario of a particular product. Demand can be defined as an ability of consumers to buy the product at specific price (Bumas, 2015). Further, price is major concern in demand of a product. The demand of gas has increased due to the lower production of the gas and the households and commercial business are demanding more gas. On the other hand, supply refers to the quantity of a product that is available in the market at a specific price and customers are ready to buy it on that price. The supply of the gas resource is less as compared to the current demand in Australian market (Energyexempler, 2014). Along with this, the consumption of the gas has increased from last five years. To meet the specific demand, it is requires to increase the supply by 363 gigawatt hours. In summer season, the demand of the electricity is more as compare to the other season. It is stated that the demand of resources increases if the price decreased or the price of substitutes increases but some of the resources are necessary to use then the demand of these resources increases without any price movement (Erickson, 2014). The same situation arises here with the energy industry due to the high demand in market. Demand and supply equilibrium is a state when there is a balance between the demand and supply. It may be affected by the situation factors that lead to the unbalance between the demand and supply movement (Boys, and Melvin, 2013). Australia does not have enough gas production to satisfy the arising demand. The unbalance between demand and supply would be challenging for Australian marketers to control the short term and long term impact. Industrial processing is the important component which initiated the demand increase rapidly. Moreover, the price for the gas has also increased by 60% due to heavy consumption (ABC, 2015). It is also found out the export of the liquefied natural gas has increased it would also influence the pricing of the gas in market. Apart from this, the finance is a major problem for the gas companies to expand the business in this sector and adopt the innovative ways to meet the demand. Demand and supply curve Figure: Demand and Supply (Source: Boys and Melvin, 2013) From the graph of demand and supply it can be reviewed that the market is pool of demand and the supply meet the same by time passing and a time when the demand and supply are equal it called equilibrium situation. On the other hand, In Australian market the situation is too critically for the supply of gas for households and commercial purpose. It is expected the supply of the gas in market would be 20% less from the year 2017 to next five years it would influence the energy sector negatively by reducing the revenue and the hike in the price. Recommendations to the key players in Australian gas market Australian market would face the unbalance between the supply and demand of gas resource in perspective market so the leading companies and governments can resolve this problem through underpinning the potential demand of gas. Further, the government can support the oil and gas companies though supporting them by providing finance to develop more projects (Industry, 2014). Along with this, government can also subsidize the energy sector those are performing well and contributing to the economy well. This economic unbalance would also impact the revenue and operations of small industry because of high cost to buy the gas. To overcome the situation there are many other sources are available which can be used as substitutes like solar power and wind power. It can be recommended to the market players that they can produce more by maintaining the cost for it. On the other hand, gas can be imported if the demand is highly exceeded. Along with this, the energy market can invest in new pipelines projects to mitigating the demand and the new field for the execution of gas can be explored (ABC, 2017). Moreover, energy market can effectively execute the policies which can help the market players to increase the production. With this, companies can transport the gas from where is it cheaply produced at the different locations. New liquefied natural gas projects may also be an alternative solution for this problem and fetch the demand for long term. Conclusion Australian eastern market is facing the problem of sufficient supply for gas because the high demand in the market. Demand crisis would impact the oil and gas business because of less supply, revenue would be affected. On the other hand, energy market companies and government is the major players that can draw the policies to meet the high demand of gas. Government can provide the fund for new fields and project development at low interest rate. 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