| Literature DB >> 26730355 |
Abstract
OBJECTIVES: This study analyzes the influence of the financial structure of pharmaceutical companies on R&D investment to create a next-generation profit source or develop relatively cost-effective drugs to maximize enterprise value.Entities:
Keywords: financial structure; panel study; pharmaceutical company; research and development investment
Year: 2015 PMID: 26730355 PMCID: PMC4677505 DOI: 10.1016/j.phrp.2015.10.013
Source DB: PubMed Journal: Osong Public Health Res Perspect ISSN: 2210-9099
Annual distribution of sample firms.
| Yr | Firms | Share | Cumulative |
|---|---|---|---|
| 2000 | 39 | 4.96 | 4.96 |
| 2001 | 42 | 5.34 | 10.31 |
| 2002 | 48 | 6.11 | 16.41 |
| 2003 | 51 | 6.49 | 22.90 |
| 2004 | 52 | 6.62 | 29.52 |
| 2005 | 56 | 7.12 | 36.64 |
| 2006 | 58 | 7.38 | 44.02 |
| 2007 | 62 | 7.89 | 51.91 |
| 2008 | 68 | 8.65 | 60.56 |
| 2009 | 72 | 9.16 | 69.72 |
| 2010 | 77 | 9.80 | 79.52 |
| 2011 | 80 | 10.18 | 89.69 |
| 2012 | 81 | 10.31 | 100.00 |
Figure 1Research model. AD = advertising; BOD = size of the board of directors; R&D = research and development; SG&A = selling and administrative expenses.
Summary of hypotheses.
| Hypotheses | |
|---|---|
| 1 | Profitability (ROI) will have a positive correlation with R&D investment. |
| 2 | Growth (SG) will have a positive correlation with R&D investment. |
| 3 | Liquidity (LIQ) will have a positive correlation with R&D investment. |
| 4 | Stability (LEV) will have a negative correlation with R&D investment. |
LEV = stability; LIQ = liquidity; ROI = return on investment; R&D = research and development; SG = sales growth.
Descriptive statistics.
| Variable | Obs | Mean | SD | Min | Max |
|---|---|---|---|---|---|
| RD | 786.00 | 6.29 | 9.10 | 0.12 | 99.07 |
| SIZE | 786.00 | 7.97 | 0.43 | 6.98 | 9.24 |
| YEAR | 786.00 | 1.02 | 0.43 | 0.00 | 1.71 |
| BS | 786.00 | 0.70 | 0.15 | 0.00 | 1.18 |
| AD | 786.00 | 3.53 | 3.32 | 0.00 | 23.32 |
| SAE | 786.00 | 36.33 | 14.56 | 3.26 | 141.77 |
| ROI | 786.00 | 4.58 | 8.93 | −63.34 | 41.50 |
| SG | 786.00 | 10.73 | 25.31 | 48.72 | 501.81 |
| LIQ | 786.00 | 361.77 | 296.09 | 35.20 | 2269.89 |
| LEV | 786.00 | 67.29 | 91.37 | 0.00 | 1549.72 |
AD = advertising expense; BS = business scale; LEV = stability; LIQ = liquidity; Max = maximum; Min = minimum; Obs = observation; RD = research and development investment; SAE = selling and administrative expenses; SD = standard deviation; SG = sales growth; SIZE = size of the board of directors; YEAR = firm age.
Annual average of the variables.
| Yr | RD | SIZE | YEAR | BS | AD | SAE | ROI | SG | LIQ | LEV |
|---|---|---|---|---|---|---|---|---|---|---|
| 2000 | 2.15 | 7.87 | 0.95 | 0.72 | 5.08 | 36.55 | 4.85 | 12.16 | 282.13 | 110.60 |
| 2001 | 2.38 | 7.87 | 0.96 | 0.75 | 5.39 | 35.74 | 8.62 | 13.55 | 313.66 | 124.72 |
| 2002 | 2.93 | 7.83 | 0.94 | 0.71 | 4.89 | 36.03 | 6.03 | 10.08 | 376.72 | 78.09 |
| 2003 | 3.95 | 7.84 | 0.96 | 0.72 | 4.26 | 37.50 | 4.71 | 5.25 | 404.18 | 79.78 |
| 2004 | 4.60 | 7.88 | 1.00 | 0.72 | 3.57 | 35.75 | 5.34 | 9.52 | 407.34 | 58.79 |
| 2005 | 5.50 | 7.91 | 1.01 | 0.69 | 3.45 | 37.71 | 4.49 | 11.99 | 423.39 | 55.87 |
| 2006 | 5.79 | 7.94 | 1.06 | 0.70 | 3.63 | 38.30 | 4.22 | 8.57 | 431.40 | 59.29 |
| 2007 | 6.63 | 7.96 | 1.04 | 0.68 | 3.82 | 38.38 | 4.54 | 10.98 | 414.59 | 55.27 |
| 2008 | 7.00 | 7.98 | 1.02 | 0.71 | 3.26 | 37.17 | 4.59 | 19.84 | 343.75 | 55.77 |
| 2009 | 7.18 | 8.02 | 1.02 | 0.70 | 2.96 | 36.09 | 4.63 | 15.59 | 340.67 | 60.24 |
| 2010 | 8.15 | 8.05 | 1.04 | 0.68 | 2.73 | 35.47 | 4.98 | 13.58 | 340.27 | 56.46 |
| 2011 | 8.45 | 8.09 | 1.07 | 0.69 | 2.78 | 34.29 | 3.64 | 5.62 | 300.05 | 62.79 |
| 2012 | 10.25 | 8.11 | 1.11 | 0.69 | 2.49 | 34.78 | 1.77 | 4.07 | 342.62 | 61.37 |
| TOTAL | 6.29 | 7.97 | 1.02 | 0.70 | 3.53 | 36.33 | 4.58 | 10.73 | 361.77 | 67.29 |
AD = advertising expense; BS = business scale; LEV = stability; LIQ = liquidity; RD = research and development investment; SAE = selling and administrative expenses; SD = standard deviation; SG = sales growth; SIZE = size of the board of directors; YEAR = firm age.
Pearson's correlation coefficients.
| RD | ROI | SG | LIQ | LEV | SIZE | YEAR | BS | AD | SAE | |
|---|---|---|---|---|---|---|---|---|---|---|
| RD | 1 | |||||||||
| ROI | −0.1677* | 1 | ||||||||
| SG | 0.0168 | 0.1218* | 1 | |||||||
| LIQ | 0.2329* | 0.1519* | −0.0206 | 1 | ||||||
| LEV | −0.0567 | −0.2936* | −0.032 | −0.3012* | 1 | |||||
| SIZE | 0.0389 | 0.1020* | −0.0328 | −0.3840* | 0.1238* | 1 | ||||
| YEAR | −0.2109* | −0.1734* | −0.0942* | −0.3208* | 0.2156* | 0.5650* | 1 | |||
| BS | −0.0075 | 0.0887* | 0.0194 | −0.1823* | 0.0482 | 0.4694* | 0.3439* | 1 | ||
| AD | −0.0914* | 0.0790* | −0.0555 | −0.0967* | −0.0518 | 0.2471* | 0.1575* | 0.0786* | 1 | |
| SAE | 0.2426* | −0.4497* | −0.0467 | 0.0439 | 0.1129* | −0.0728* | 0.1075* | 0.0034 | 0.3469* | 1 |
AD = advertising expense; BS = business scale; LEV = stability; LIQ = liquidity; RD = research and development investment; SAE = selling and administrative expenses; SD = standard deviation; SG = sales growth; SIZE = size of the board of directors; YEAR = firm age.
*p < 0.05.
Result.
| Coef. | S.E | Coef. | S.E | Coef. | S.E | Coef. | S.E | Coef. | S.E | Coef. | S.E | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SIZE | 4.513‡ | 1.159 | 4.460‡ | 1.162 | 4.178‡ | 1.160 | 4.748‡ | 1.160 | 4.507‡ | 1.156 | 4.314‡ | 1.161 |
| YEAR | 1.338 | 0.912 | 1.29 | 0.915 | 1.405 | 0.908 | 1.384 | 0.909 | 1.226 | 0.911 | 1.309 | 0.911 |
| BS | −1.933 | 1.586 | −1.935 | 1.587 | −1.522 | 1.586 | −1.776 | 1.583 | −1.865 | 1.583 | −1.461 | 1.583 |
| AD | −0.106 | 0.0826 | −0.0995 | 0.0833 | −0.101 | 0.0822 | −0.0997 | 0.0824 | −0.131 | 0.0833 | −0.122 | 0.0839 |
| SAE | 0.0289 | 0.0197 | 0.0208 | 0.0234 | 0.018 | 0.0200 | 0.0262 | 0.0196 | 0.0329* | 0.0197 | 0.0146 | 0.0241 |
| ROI | −0.0166 | 0.0259 | 0.022 | 0.0476 | ||||||||
| SG | −0.0165‡ | 0.00597 | −0.0153† | 0.0060 | ||||||||
| LIQ | 0.00167† | 0.00073 | 0.00146* | 0.00075 | ||||||||
| LEV | −0.00399† | 0.00190 | −0.00408† | 0.00195 | ||||||||
| Constant | −30.35‡ | 8.770 | −29.53‡ | 8.868 | −27.49‡ | 8.791 | −32.91‡ | 8.817 | −30.02‡ | 8.751 | −28.55‡ | 8.887 |
| Obs | 786 | 786 | 786 | 786 | 786 | 786 | ||||||
| Adj | 0.072 | 0.072 | 0.082 | 0.079 | 0.078 | 0.095 | ||||||
| ID | 81 | 81 | 81 | 81 | 81 | 81 | ||||||
AD = advertising expense; Adj = adjustment; BS = business scale; Coef. = coefficient; ID = identification; LEV = stability; LIQ = liquidity; Obs = observation; RD = research and development investment; SAE = selling and administrative expenses; SD = standard deviation; S.E. = standard error; SG = sales growth; SIZE = size of the board of directors; YEAR = firm age.
* p < 0.1, † p < 0.05, ‡ p < 0.01.