A 67-year-old woman is evaluated in the emergency department for a 2-day history of fever, dyspnea, and increased cough with production of green sputum. She has severe COPD, which was diagnosed 2 years ago. She used albuterol several times yesterday with no relief of dyspnea, and she was unable to sleep last night. Her last spirometry, performed 6 months ago, showed an FEV1 of 48% of predicted. She is a current smoker with a 24-pack-year history. Medications are tiotropium and as-needed albuterol.

On physical examination, temperature is 38.9 °C (102.0 °F), blood pressure is 124/80 mm Hg, pulse rate is 118/min, and respiration rate is 30/min. Oxygen saturation is 82% breathing ambient air. Pulmonary examination reveals bilateral diffuse expiratory wheezing. After an albuterol nebulizer treatment and breathing 2 L of oxygen by nasal cannula, oxygen saturation is 91%. She remains tachypneic with bilateral expiratory wheezing.

Chest radiograph shows no infiltrate.

In addition to continuing this patient's supplemental oxygen and short-acting bronchodilator, which of the following is the most appropriate treatment?